![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\"){kind=logo}
<\/figure>\n\n\n\n1. \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/h2>\n\n\n\n
FlyPix AI \u3067\u306f\u3001\u5730\u7406\u7a7a\u9593\u6280\u8853\u306b\u6ce8\u529b\u3057\u3001\u9ad8\u5ea6\u306a AI \u3092\u901a\u3058\u3066\u8907\u96d1\u306a\u822a\u7a7a\u753b\u50cf\u3092\u5b9f\u7528\u7684\u306a\u5730\u7406\u53c2\u7167\u60c5\u5831\u306b\u5909\u63db\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6b63\u78ba\u306a\u7269\u4f53\u691c\u51fa\u3001\u8ffd\u8de1\u3001\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u653f\u5e9c\u3001\u5efa\u8a2d\u3001\u8fb2\u696d\u306a\u3069\u306e\u5206\u91ce\u3067\u306e\u696d\u52d9\u3092\u6539\u5584\u3057\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u8a73\u7d30\u306a\u5206\u6790\u3068\u52d5\u7684\u8ffd\u8de1\u3092\u63d0\u4f9b\u3057\u3001\u5229\u7528\u53ef\u80fd\u306a\u6700\u3082\u6b63\u78ba\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304c\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u5f53\u793e\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u74b0\u5883\u76e3\u8996\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306b\u4e0d\u53ef\u6b20\u306a\u5fb9\u5e95\u7684\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5206\u6790\u30c4\u30fc\u30eb\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u5f53\u793e\u306e AI \u30e2\u30c7\u30eb\u306f\u30ab\u30b9\u30bf\u30e0\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u9069\u5fdc\u53ef\u80fd\u3067\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u696d\u754c\u56fa\u6709\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u3001\u67d4\u8edf\u6027\u3068\u95a2\u9023\u6027\u306e\u4e21\u65b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u969b\u7acb\u3063\u305f\u7279\u5fb4\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3068\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u7c21\u7d20\u5316\u3055\u308c\u3001\u6280\u8853\u5c02\u9580\u5bb6\u3068\u610f\u601d\u6c7a\u5b9a\u8005\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5927\u5e45\u306a\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u7af6\u4e89\u512a\u4f4d\u6027\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
FlyPix AI \u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u7d71\u5408\u6a5f\u80fd\u306b\u3082\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u5e38\u306b\u7dad\u6301\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u65e2\u5b58\u306e GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u3001\u73fe\u5728\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4e2d\u65ad\u3059\u308b\u3053\u3068\u306a\u304f\u6a5f\u80fd\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u591a\u69d8\u306a\u696d\u754c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5bb9\u6613\u306b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- AI \u3092\u6d3b\u7528\u3057\u305f\u7269\u4f53\u691c\u51fa\u3068\u4f4d\u7f6e\u7279\u5b9a<\/li>\n\n\n\n
- \u8a73\u7d30\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5206\u6790<\/li>\n\n\n\n
- \u5909\u66f4\u3068\u7570\u5e38\u306e\u691c\u51fa<\/li>\n\n\n\n
- \u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/li>\n\n\n\n
- \u7279\u5b9a\u306e\u696d\u754c\u5411\u3051\u306e\u30ab\u30b9\u30bf\u30e0\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- Web\u30b5\u30a4\u30c8\uff1a \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a><\/li>\n\n\n\n
- \u4f4f\u6240: Robert-Bosch-Str.7, 64293 \u30c0\u30eb\u30e0\u30b7\u30e5\u30bf\u30c3\u30c8, \u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u9023\u7d61\u5148\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@flypix.ai<\/a><\/li>\n\n\n\n
- \u96fb\u8a71\u756a\u53f7: +49 6151 2776497<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Sentinel-Hub-1024x371.jpg\")
<\/figure>\n\n\n\n2. \u30bb\u30f3\u30c1\u30cd\u30eb\u30cf\u30d6<\/h2>\n\n\n\n
Sentinel Hub \u306f\u3001Sentinel\u3001Landsat\u3001MODIS \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30bd\u30fc\u30b9\u3092\u542b\u3080\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u52b9\u7387\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u74b0\u5883\u6761\u4ef6\u3001\u8fb2\u696d\u751f\u7523\u6027\u3001\u571f\u5730\u5229\u7528\u306e\u52d5\u5411\u3092\u76e3\u8996\u304a\u3088\u3073\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u5927\u898f\u6a21\u306a\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u9ad8\u901f\u51e6\u7406\u3068\u5206\u6790\u7d50\u679c\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u8fb2\u696d\u7ba1\u7406\u3001\u571f\u5730\u5229\u7528\u5206\u6790\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u52b9\u7387\u7684\u306a\u51e6\u7406\u304c\u91cd\u8981\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002Sentinel Hub \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8996\u899a\u5316\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u30c4\u30fc\u30eb\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u591a\u69d8\u306a\u696d\u754c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5bb9\u6613\u306b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9 (Sentinel\u3001Landsat\u3001MODIS)<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Planet-Labs-PBC.png\")
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/openeo.png\")
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/QGIS-Quantum-GIS.svg\")
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/microsoft-planetary-computer.png\")
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/earth.png\")
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/skywatch.png\")
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Airbus-OneAtlas.png\")
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\")
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/ArcGIS-Online.png\")
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/TerrSet.png\")
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/11\/Hexagon-Luciad.png\")
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/CARTO.png\")
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Picterra-.png\")
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. 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\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- AI \u3092\u6d3b\u7528\u3057\u305f\u7269\u4f53\u691c\u51fa\u3068\u4f4d\u7f6e\u7279\u5b9a<\/li>\n\n\n\n
- \u8a73\u7d30\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5206\u6790<\/li>\n\n\n\n
- \u5909\u66f4\u3068\u7570\u5e38\u306e\u691c\u51fa<\/li>\n\n\n\n
- \u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/li>\n\n\n\n
- \u7279\u5b9a\u306e\u696d\u754c\u5411\u3051\u306e\u30ab\u30b9\u30bf\u30e0\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- Web\u30b5\u30a4\u30c8\uff1a \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a><\/li>\n\n\n\n
- \u4f4f\u6240: Robert-Bosch-Str.7, 64293 \u30c0\u30eb\u30e0\u30b7\u30e5\u30bf\u30c3\u30c8, \u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u9023\u7d61\u5148\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@flypix.ai<\/a><\/li>\n\n\n\n
- \u96fb\u8a71\u756a\u53f7: +49 6151 2776497<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n2. \u30bb\u30f3\u30c1\u30cd\u30eb\u30cf\u30d6<\/h2>\n\n\n\n
Sentinel Hub \u306f\u3001Sentinel\u3001Landsat\u3001MODIS \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30bd\u30fc\u30b9\u3092\u542b\u3080\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u52b9\u7387\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u74b0\u5883\u6761\u4ef6\u3001\u8fb2\u696d\u751f\u7523\u6027\u3001\u571f\u5730\u5229\u7528\u306e\u52d5\u5411\u3092\u76e3\u8996\u304a\u3088\u3073\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u5927\u898f\u6a21\u306a\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u9ad8\u901f\u51e6\u7406\u3068\u5206\u6790\u7d50\u679c\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u8fb2\u696d\u7ba1\u7406\u3001\u571f\u5730\u5229\u7528\u5206\u6790\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u52b9\u7387\u7684\u306a\u51e6\u7406\u304c\u91cd\u8981\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002Sentinel Hub \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8996\u899a\u5316\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u30c4\u30fc\u30eb\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u591a\u69d8\u306a\u696d\u754c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5bb9\u6613\u306b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9 (Sentinel\u3001Landsat\u3001MODIS)<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- Web\u30b5\u30a4\u30c8\uff1a \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a><\/li>\n\n\n\n
- \u4f4f\u6240: Robert-Bosch-Str.7, 64293 \u30c0\u30eb\u30e0\u30b7\u30e5\u30bf\u30c3\u30c8, \u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u9023\u7d61\u5148\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@flypix.ai<\/a><\/li>\n\n\n\n
- \u96fb\u8a71\u756a\u53f7: +49 6151 2776497<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n2. \u30bb\u30f3\u30c1\u30cd\u30eb\u30cf\u30d6<\/h2>\n\n\n\n
Sentinel Hub \u306f\u3001Sentinel\u3001Landsat\u3001MODIS \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30bd\u30fc\u30b9\u3092\u542b\u3080\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u52b9\u7387\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u74b0\u5883\u6761\u4ef6\u3001\u8fb2\u696d\u751f\u7523\u6027\u3001\u571f\u5730\u5229\u7528\u306e\u52d5\u5411\u3092\u76e3\u8996\u304a\u3088\u3073\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u5927\u898f\u6a21\u306a\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u9ad8\u901f\u51e6\u7406\u3068\u5206\u6790\u7d50\u679c\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u8fb2\u696d\u7ba1\u7406\u3001\u571f\u5730\u5229\u7528\u5206\u6790\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u52b9\u7387\u7684\u306a\u51e6\u7406\u304c\u91cd\u8981\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002Sentinel Hub \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8996\u899a\u5316\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u30c4\u30fc\u30eb\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u591a\u69d8\u306a\u696d\u754c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5bb9\u6613\u306b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9 (Sentinel\u3001Landsat\u3001MODIS)<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n2. \u30bb\u30f3\u30c1\u30cd\u30eb\u30cf\u30d6<\/h2>\n\n\n\n
Sentinel Hub \u306f\u3001Sentinel\u3001Landsat\u3001MODIS \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30bd\u30fc\u30b9\u3092\u542b\u3080\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u52b9\u7387\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u74b0\u5883\u6761\u4ef6\u3001\u8fb2\u696d\u751f\u7523\u6027\u3001\u571f\u5730\u5229\u7528\u306e\u52d5\u5411\u3092\u76e3\u8996\u304a\u3088\u3073\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u5927\u898f\u6a21\u306a\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u9ad8\u901f\u51e6\u7406\u3068\u5206\u6790\u7d50\u679c\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u8fb2\u696d\u7ba1\u7406\u3001\u571f\u5730\u5229\u7528\u5206\u6790\u306a\u3069\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3068\u52b9\u7387\u7684\u306a\u51e6\u7406\u304c\u91cd\u8981\u306a\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002Sentinel Hub \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8996\u899a\u5316\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u30c4\u30fc\u30eb\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u304f\u3001\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7c21\u5358\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u591a\u69d8\u306a\u696d\u754c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5bb9\u6613\u306b\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9 (Sentinel\u3001Landsat\u3001MODIS)<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9 (Sentinel\u3001Landsat\u3001MODIS)<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: sentinel-hub.com<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/SentinelHub<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/sentinel_hub<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n
- \u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n
- \u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n3. \u30d7\u30e9\u30cd\u30c3\u30c8\u30fb\u30e9\u30dc<\/h2>\n\n\n\n
Planet Labs \u306f\u3001\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u8868\u9762\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001Dove \u3068\u547c\u3070\u308c\u308b\u5c0f\u578b\u885b\u661f\u7fa4\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u9ad8\u983b\u5ea6\u3067\u753b\u50cf\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u305f\u3081\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u5546\u7528\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u958b\u767a\u3084\u74b0\u5883\u306e\u5909\u5316\u306a\u3069\u306e\u52d5\u7684\u306a\u5909\u5316\u3092\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3067\u8ffd\u8de1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u7d44\u7e54\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Planet Labs \u306e\u30c7\u30fc\u30bf\u306f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30e2\u30c7\u30eb\u3092\u901a\u3058\u3066\u5229\u7528\u53ef\u80fd\u3067\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u707d\u5bb3\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u306e\u8a55\u4fa1\u3001\u5929\u7136\u8cc7\u6e90\u306e\u7ba1\u7406\u3001\u81ea\u7136\u707d\u5bb3\u3078\u306e\u5bfe\u5fdc\u306a\u3069\u3001\u7d44\u7e54\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u3068\u983b\u7e41\u306a\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308a\u3001Planet Labs \u306f\u7d99\u7d9a\u7684\u304b\u3064\u8a73\u7d30\u306a\u5730\u7403\u89b3\u6e2c\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u307e\u3059<\/li>\n\n\n\n
- \u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u8868\u76e3\u8996\u306b\u6700\u9069<\/li>\n\n\n\n
- \u983b\u7e41\u306a\u66f4\u65b0\u306e\u305f\u3081\u306e\u5c0f\u578b\u885b\u661f\u7fa4\uff08Dove\uff09<\/li>\n\n\n\n
- \u5546\u7528\u304a\u3088\u3073\u7814\u7a76\u7528\u9014\u306b\u9069\u3057\u305f\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u707d\u5bb3\u7ba1\u7406\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u8fb2\u6797\u696d\u5206\u6790<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planet.com<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/planet<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/planet-labs<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/PlanetLabs<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/planetlabs<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/PlanetLabs<\/li>\n\n\n\n
- \u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n4. \u30aa\u30fc\u30d7\u30f3EO<\/h2>\n\n\n\n
OpenEO \u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u7d71\u5408\u3057\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f API \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7d71\u4e00\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u3001\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002OpenEO \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google Earth Engine\u3001Sentinel Hub\u3001\u305d\u306e\u4ed6\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u63a5\u7d9a\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u3068\u76f8\u4e92\u904b\u7528\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
OpenEO \u306f\u3001Python\u3001R\u3001JavaScript \u306a\u3069\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306f\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u5206\u6790\u306b\u597d\u307f\u306e\u30c4\u30fc\u30eb\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u53c2\u52a0\u304c\u4fc3\u9032\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u958b\u767a\u306b\u8ca2\u732e\u3057\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002OpenEO \u306f\u9069\u5fdc\u6027\u306b\u512a\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u6559\u80b2\u76ee\u7684\u3001\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30ab\u30b9\u30bf\u30e0\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u7d71\u5408 API \u3092\u5099\u3048\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- Google Earth Engine\u3084Sentinel Hub\u306a\u3069\u306e\u8907\u6570\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306bPython\u3001R\u3001JavaScript\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u7d71\u5408API<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u6559\u80b2\u304a\u3088\u3073\u7814\u7a76\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408<\/li>\n\n\n\n
- \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: openeo.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: openeo.psc@uni-muenster.de<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/openeospec<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Open_EO<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/OpenEO<\/li>\n\n\n\n
- \u4f4f\u6240: \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u5927\u5b66\u5730\u7406\u60c5\u5831\u5b66\u7814\u7a76\u6240\u3001Heisenbergstra\u00dfe 2\u300148149 \u30df\u30e5\u30f3\u30b9\u30bf\u30fc\u3001\u30c9\u30a4\u30c4<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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<\/figure>\n\n\n\n5. QGIS <\/h2>\n\n\n\n
QGIS \u306f\u3001\u885b\u661f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3084\u3055\u307e\u3056\u307e\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0 \u30c7\u30fc\u30bf\u5f62\u5f0f\u306e\u51e6\u7406\u306e\u305f\u3081\u306e\u5e45\u5e83\u3044\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3001\u5f37\u529b\u3067\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9 GIS \u30c4\u30fc\u30eb\u3067\u3059\u3002\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9 \u30b3\u30b9\u30c8\u306e\u5236\u7d04\u3092\u53d7\u3051\u305a\u306b\u8a73\u7d30\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002QGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5206\u985e\u3084\u30c7\u30fc\u30bf\u53d6\u5f97\u306a\u3069\u306e\u885b\u661f\u753b\u50cf\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b Semi-Automatic Classification Plugin (SCP) \u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u7d71\u5408\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
QGIS \u306e\u5927\u304d\u306a\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5730\u57df\u3067\u4f5c\u696d\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u4f7f\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5236\u5fa1\u3057\u3066\u3001\u74b0\u5883\u8abf\u67fb\u3001\u90fd\u5e02\u8a08\u753b\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306e\u305f\u3081\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u3092\u652f\u3048\u308b\u3088\u304f\u767a\u9054\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u308a\u3001\u7d99\u7d9a\u7684\u306a\u66f4\u65b0\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u958b\u767a\u3001\u5805\u7262\u306a\u30b5\u30dd\u30fc\u30c8\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u306e\u5c02\u9580\u5bb6\u3084\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u591a\u7528\u9014\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u885b\u661f\u30c7\u30fc\u30bf\u3068\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u52d5\u4f5c\u3057\u3001\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u5730\u57df\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n
- \u7d99\u7d9a\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308b\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ed\u30fc\u30ab\u30eb\u30ec\u30d9\u30eb\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u308b\u885b\u661f\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u56f3\u4f5c\u6210\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u74b0\u5883\u7814\u7a76\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30fc\u30ab\u30eb\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/QGIS<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/QGIS<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n6. \u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30d7\u30e9\u30cd\u30bf\u30ea\u30fc \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf<\/h2>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001\u5730\u7403\u898f\u6a21\u306e\u6301\u7d9a\u53ef\u80fd\u6027\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3092\u7279\u306b\u76ee\u7684\u3068\u3057\u305f\u3001\u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u751f\u7269\u591a\u69d8\u6027\u3001\u6c17\u5019\u3001\u81ea\u7136\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7814\u7a76\u8005\u3084\u610f\u601d\u6c7a\u5b9a\u8005\u306b\u74b0\u5883\u554f\u984c\u3092\u7406\u89e3\u3057\u3066\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u9ad8\u6027\u80fd\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b Azure \u306e\u30af\u30e9\u30a6\u30c9 \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Microsoft Planetary Computer \u306f\u3001Jupyter Notebook \u306e\u4f7f\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f Python \u3084 R \u306a\u3069\u306e\u4f7f\u3044\u6163\u308c\u305f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u521d\u5fc3\u8005\u3068\u5c02\u9580\u5bb6\u306e\u4e21\u65b9\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u5171\u6709\u306e\u305f\u3081\u306e\u5171\u540c\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002Azure \u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3082\u7c21\u7d20\u5316\u3055\u308c\u3001\u751f\u614b\u5b66\u7684\u7814\u7a76\u3001\u4fdd\u8b77\u8a08\u753b\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u305f\u3081\u306e\u5805\u7262\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5e83\u7bc4\u306a\u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306bAzure\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u5171\u540c\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306eJupyter Notebook\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u6027\u7814\u7a76\u3068\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u751f\u614b\u5b66\u7684\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u751f\u7269\u591a\u69d8\u6027\u3068\u6c17\u5019\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- Azure\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e Jupyter Notebook \u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: planetarycomputer.microsoft.com<\/li>\n\n\n\n
- Ggithub: github.com\/Microsoft\/planetary-computer-apis<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n7. Earth Engine \u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf<\/h2>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001Google Earth Engine \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066 JavaScript \u3068 Python \u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u7d71\u5408\u958b\u767a\u74b0\u5883 (IDE) \u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Google \u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u5927\u898f\u6a21\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u7279\u306b\u4fbf\u5229\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u8a08\u7b97\u80fd\u529b\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3001\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Earth Engine \u30b3\u30fc\u30c9 \u30a8\u30c7\u30a3\u30bf\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u63a2\u7d22\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3068\u7d50\u679c\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7d71\u5408\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u9069\u7528\u3067\u304d\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068 Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- JavaScript\u3068Python\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- Google Cloud \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3068\u7d71\u5408<\/li>\n\n\n\n
- \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316\u3068\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n
- \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406<\/li>\n\n\n\n
- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u8996\u899a\u5316<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u6c17\u5019\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
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- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
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\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
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- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: osgeo.org\u3001geoserver.org<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb: treasurer@osgeo.org\u3001info@osgeo.org<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/OSGeoFoundation<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/osgeo<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/osgeo<\/li>\n\n\n\n
- \u4f4f\u6240: OSGeo\u30019450 SW Gemini Dr. #42523\u3001\u30d3\u30fc\u30d0\u30fc\u30c8\u30f3\u3001\u30aa\u30ec\u30b4\u30f3\u5dde 97008\u3001\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n8. \u30b9\u30ab\u30a4\u30a6\u30a9\u30c3\u30c1\u30a2\u30fc\u30b9\u30ad\u30e3\u30c3\u30b7\u30e5<\/h2>\n\n\n\n
SkyWatch EarthCache \u306f\u3001\u958b\u767a\u8005\u3084\u4f01\u696d\u304c\u885b\u661f\u753b\u50cf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002EarthCache \u306f\u3001\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u306a\u3069\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u3001\u74b0\u5883\u8a55\u4fa1\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3044 API \u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u8abf\u9054\u3059\u308b\u7169\u308f\u3057\u3055\u304c\u306a\u304f\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u885b\u661f\u753b\u50cf\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
SkyWatch EarthCache \u306e\u4e3b\u306a\u5229\u70b9\u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5148\u884c\u6295\u8cc7\u3092\u305b\u305a\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u7d71\u5408\u306e\u5bb9\u6613\u3055\u3092\u91cd\u8996\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u4f01\u696d\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u4f7f\u3044\u3084\u3059\u3044API\u306b\u3088\u308b\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- 1\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8907\u6570\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u4f7f\u7528\u306e\u305f\u3081\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/li>\n\n\n\n
- \u8fb2\u696d\u3084\u30a4\u30f3\u30d5\u30e9\u3092\u542b\u3080\u8907\u6570\u306e\u7523\u696d\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- API\u7d4c\u7531\u306e\u885b\u661f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u8fb2\u696d\u306b\u95a2\u3059\u308b\u6d1e\u5bdf<\/li>\n\n\n\n
- \u74b0\u5883\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: skywatch.com <\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/skywatch-space-applications-inc<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/SkyWatchApps<\/li>\n\n\n\n
- \u4f4f\u6240: 151 Charles Street West, Suite 199, \u30ad\u30c3\u30c1\u30ca\u30fc, \u30aa\u30f3\u30bf\u30ea\u30aa\u5dde, \u30ab\u30ca\u30c0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n9. \u30a8\u30a2\u30d0\u30b9\u30fb\u30ef\u30f3\u30a2\u30c8\u30e9\u30b9<\/h2>\n\n\n\n
Airbus OneAtlas \u306f\u3001\u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5e83\u7bc4\u306a\u885b\u661f\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002OneAtlas \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f Pl\u00e9iades \u3084 SPOT \u885b\u661f\u306a\u3069\u306e Airbus \u306e\u885b\u661f\u7fa4\u304b\u3089\u306e\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u6b63\u78ba\u306a\u76e3\u8996\u306e\u305f\u3081\u306e\u9ad8\u983b\u5ea6\u30c7\u30fc\u30bf\u3068\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
OneAtlas \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u51e6\u7406\u3092\u542b\u3080\u5206\u6790\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3055\u308c\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u308b\u5f37\u529b\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u68ee\u6797\u7834\u58ca\u306e\u76e3\u8996\u3001\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3001\u983b\u7e41\u306a\u66f4\u65b0\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30a8\u30a2\u30d0\u30b9\u306e\u885b\u661f\u7fa4\u30c7\u30fc\u30bf\uff08Pl\u00e9iades\u3001SPOT\u306a\u3069\uff09\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n
- \u9ad8\u5468\u6ce2\u30fb\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u306e\u305f\u3081\u306e AI \u5bfe\u5fdc\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u3001\u8fb2\u696d\u3001\u30a4\u30f3\u30d5\u30e9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u8a2d\u8a08<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\uff08Pl\u00e9iades\u3001SPOT\uff09<\/li>\n\n\n\n
- AI\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790<\/li>\n\n\n\n
- \u8fb2\u696d\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u90fd\u5e02\u8a08\u753b\u3068\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: intelligence.airbus.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/airbus-defence-and-space<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/AirbusSpace<\/li>\n\n\n\n
- \u4f4f\u6240: Willy-Messerschmitt-Stra\u00dfe 1\u300182024 \u30bf\u30a6\u30d5\u30ad\u30eb\u30d2\u30a7\u30f3\u3001\u30c9\u30a4\u30c4<\/li>\n\n\n\n
- \u96fb\u8a71: +49 89 607 0<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n10. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n
Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3084\u7a7a\u9593\u8996\u899a\u5316\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u9ad8\u5ea6\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u3067\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5305\u62ec\u7684\u306a API \u3068 SDK \u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Mapbox \u306f\u3001Web \u304a\u3088\u3073\u30e2\u30d0\u30a4\u30eb \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5411\u3051\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d3\u30b8\u30e5\u30a2\u30eb \u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u4f5c\u6210\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
Mapbox \u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30d9\u30fc\u30b9\u30de\u30c3\u30d7\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u8eca\u4e21\u7ba1\u7406\u3084\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u52d5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3 \u30b5\u30dd\u30fc\u30c8\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u308f\u305b\u305f\u72ec\u81ea\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306eAPI\u3068SDK<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u66f4\u65b0\u306b\u3088\u308b\u9ad8\u89e3\u50cf\u5ea6\u30de\u30c3\u30d7<\/li>\n\n\n\n
- \u958b\u767a\u8005\u4ee5\u5916\u306e\u4eba\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u30ab\u30b9\u30bf\u30e0\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u4f4d\u7f6e\u60c5\u5831\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n\n\n\n
- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u30c6\u30ea\u30f3\u30b0\u3068\u30c7\u30fc\u30bf\u8996\u899a\u5316<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCIHl9sd2brgvjBlSETKYDcg<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n11. Esri ArcGIS \u30aa\u30f3\u30e9\u30a4\u30f3<\/h2>\n\n\n\n
ArcGIS Online by Esri \u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7a7a\u9593\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3001\u7ba1\u7406\u3001\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u304a\u3088\u3073\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u7a7a\u9593\u5206\u6790\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u7d71\u5408 GIS \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u7d44\u7e54\u306b\u3068\u3063\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
ArcGIS Online \u306b\u306f\u3001\u7a7a\u9593\u5206\u6790\u3001\u30de\u30c3\u30d7\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3001\u4ed6\u306e Esri \u88fd\u54c1\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u3082\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u3044\u3084\u3059\u3055\u3068\u5305\u62ec\u7684\u306a GIS \u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u304c\u7d44\u307f\u5408\u308f\u3055\u3063\u305f ArcGIS Online \u306f\u3001\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u3084\u653f\u5e9c\u6a5f\u95a2\u306b\u4eba\u6c17\u306e\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5305\u62ec\u7684\u306a\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u5e83\u7bc4\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li>\n\n\n\n
- \u6280\u8853\u306b\u8a73\u3057\u304f\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30de\u30c3\u30d4\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- \u5730\u56f3\u3084\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406<\/li>\n\n\n\n
- \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: arcgis.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/user\/esritv<\/li>\n\n\n\n
- \u96fb\u8a71: +1-909-793-2853<\/li>\n\n\n\n
- \u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n12. \u30c6\u30e9\u30bb\u30c3\u30c8<\/h2>\n\n\n\n
TerrSet \u306f\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u306e\u76e3\u8996\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u884c\u3046\u7d71\u5408\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u74b0\u5883\u7ba1\u7406\u3068\u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001GIS\u3001\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0 \u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002TerrSet \u306e\u30c4\u30fc\u30eb \u30b9\u30a4\u30fc\u30c8\u306f\u3001\u4eba\u9593\u3068\u81ea\u7136\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u74b0\u5883\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u571f\u5730\u5909\u5316\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u751f\u606f\u5730\u30ea\u30b9\u30af\u8a55\u4fa1\u3001REDD (\u68ee\u6797\u7834\u58ca\u3068\u68ee\u6797\u52a3\u5316\u306b\u3088\u308b\u6392\u51fa\u524a\u6e1b) \u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u306b\u3068\u3063\u3066\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5909\u5316\u3068\u6c17\u5019\u5909\u52d5\u306e\u5f71\u97ff\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u308b\u305f\u3081\u3001TerrSet \u306f\u7814\u7a76\u8005\u3084\u74b0\u5883\u4fdd\u8b77\u6d3b\u52d5\u5bb6\u306b\u3068\u3063\u3066\u5305\u62ec\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8<\/h3>\n\n\n\n\n- GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u5730\u7403\u30b7\u30b9\u30c6\u30e0\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7d71\u5408\u30b9\u30a4\u30fc\u30c8<\/li>\n\n\n\n
- \u74b0\u5883\u5909\u5316\u306e\u76e3\u8996\u3068\u6301\u7d9a\u53ef\u80fd\u6027\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n
- \u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li>\n\n\n\n
- REDD\u3068\u571f\u5730\u5909\u5316\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7d71\u5408<\/li>\n\n\n\n
- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n\n- \u74b0\u5883\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n
- \u571f\u5730\u88ab\u8986\u5909\u5316\u5206\u6790<\/li>\n\n\n\n
- REDD\u5206\u6790<\/li>\n\n\n\n
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- \u6301\u7d9a\u53ef\u80fd\u306a\u958b\u767a\u8a08\u753b<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
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- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: clarklabs.org\/terrset<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100067857810858&paipv=0&eav=AfYgTWwbsJYq5rAscDqG95PYGK8jrDkb4ndz1e8XQQVTxQiOlBw1_vS8PA49Z3kbFsw<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: clarklabs@clarku.edu<\/li>\n\n\n\n
- \u96fb\u8a71: +1-508-793-7526<\/li>\n\n\n\n
- \u4f4f\u6240: \u30af\u30e9\u30fc\u30af\u5927\u5b66\u3001950 Main Street\u3001\u30a6\u30fc\u30b9\u30bf\u30fc\u3001MA 01610-1477\u3001\u7c73\u56fd<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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<\/figure>\n\n\n\n13. \u30d8\u30ad\u30b5\u30b4\u30f3\u30eb\u30b7\u30a2\u30c3\u30c9<\/h2>\n\n\n\n
Hexagon Luciad \u306f\u3001\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58\u306b\u4f7f\u7528\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u885b\u661f\u753b\u50cf\u3001\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3001\u822a\u7a7a\u5199\u771f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002Luciad \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u304c\u91cd\u8981\u306a\u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u306a\u3069\u306e\u696d\u754c\u3067\u7279\u306b\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f 2D \u304a\u3088\u3073 3D \u306e\u8996\u899a\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u6a19\u6e96\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Hexagon Luciad \u306e\u5f37\u307f\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9ad8\u6027\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u8996\u899a\u5316\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- 2D\u304a\u3088\u30733D\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u72b6\u6cc1\u8a8d\u8b58<\/li>\n\n\n\n
- \u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u304a\u3088\u3073\u6a19\u6e96\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9632\u885b\u3001\u822a\u7a7a\u3001\u7dca\u6025\u5bfe\u5fdc\u696d\u754c\u3067\u4f7f\u7528<\/li>\n\n\n\n
- \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u9ad8\u6027\u80fd\u5206\u6790<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u8907\u6570\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u9ad8\u6027\u80fd\u5206\u6790<\/li>\n\n\n\n
- \u9632\u885b\u304a\u3088\u3073\u7dca\u6025\u5bfe\u5fdc\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: hexagon.com<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/HexagonAB<\/li>\n\n\n\n
- \u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/hexagon_ab<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/hexagon-ab<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/hexagonvideos<\/li>\n\n\n\n
- \u4f4f\u6240: Hexagon AB (Publ)\u3001PO Box 3692\u3001SE-103 59 \u30b9\u30c8\u30c3\u30af\u30db\u30eb\u30e0\u3001\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3<\/li>\n\n\n\n
- \u4f4f\u6240: Lilla Bantorget 15\u3001SE-111 23 Stockholm\u3001Sweden<\/li>\n\n\n\n
- \u96fb\u8a71: +46 8 601 26 20<\/li>\n\n\n\n
- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
Best Alternatives to Google Earth Engine for Geospatial Analysis<\/title>\n<meta name=\"description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/google-earth-engine-alternatives\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Alternatives to Google Earth Engine for Geospatial Analysis\" \/>\n<meta property=\"og:description\" content=\"Explore the best Google Earth Engine alternatives for satellite data analysis, including Sentinel Hub, Planet Labs, QGIS, and more for environmental monitoring.\" \/>\n<meta property=\"og:url\" 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- \u30d5\u30a1\u30c3\u30af\u30b9: +46 8 601 26 21<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
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Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n14. \u30ab\u30fc\u30c8<\/h2>\n\n\n\n
Carto \u306f\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u304a\u3088\u3073\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002Carto \u306f\u3001\u7d44\u7e54\u3084\u958b\u767a\u8005\u304c\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u90fd\u5e02\u8a08\u753b\u3001\u5e02\u5834\u8abf\u67fb\u306b\u4f7f\u7528\u3067\u304d\u308b\u6d1e\u5bdf\u306b\u5bcc\u3093\u3060\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a API \u3068\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u3068\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
Carto \u306f\u3001\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u3068 Python \u3084 R \u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u306e\u7d71\u5408\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u5e83\u7bc4\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6d88\u8cbb\u8005\u306e\u884c\u52d5\u50be\u5411\u306e\u5206\u6790\u3001\u4ea4\u901a\u306e\u7ba1\u7406\u3001\u90fd\u5e02\u8a08\u753b\u306e\u5bfe\u8c61\u3068\u306a\u308b\u5730\u57df\u306e\u8a55\u4fa1\u306a\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u5206\u6790\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30af\u30e9\u30a6\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u305f\u3081\u306e\u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n
- \u62e1\u5f35\u5206\u6790\u6a5f\u80fd\u306e\u305f\u3081\u306bPython\u3068R\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n
- \u90fd\u5e02\u5206\u6790\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u91cd\u70b9\u3092\u7f6e\u304f<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u53ef\u8996\u5316<\/li>\n\n\n\n
- \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u6d88\u8cbb\u8005\u52d5\u5411\u5206\u6790<\/li>\n\n\n\n
- \u4ea4\u901a\u7ba1\u7406\u3068\u90fd\u5e02\u8a08\u753b\u306e\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: carto.com<\/li>\n\n\n\n
- YouTube: youtube.com\/user\/CartoDB<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/CartoDB<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/CARTO<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/carto<\/li>\n<\/ul>\n\n\n\n
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/figure>\n\n\n\n15. \u30d4\u30af\u30c6\u30e9<\/h2>\n\n\n\n
Picterra \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u753b\u50cf\u5206\u6790\u7528\u306e\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u8868\u306e\u5909\u5316\u306e\u76e3\u8996\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u89b3\u5bdf\u3001\u74b0\u5883\u6761\u4ef6\u306e\u8a55\u4fa1\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002Picterra \u306f\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9 \u30d7\u30ed\u30bb\u30b9\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u8fb2\u696d\u3084\u8cc7\u7523\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u6df1\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002Picterra \u306f\u3001\u74b0\u5883\u76e3\u8996\u304b\u3089\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u307e\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u4f01\u696d\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n\n- \u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/li>\n\n\n\n
- \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u4e0d\u8981<\/li>\n\n\n\n
- \u8fb2\u696d\u3001\u8cc7\u7523\u7ba1\u7406\u3001\u74b0\u5883\u76e3\u8996\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n
\u30b5\u30fc\u30d3\u30b9:<\/h3>\n\n\n\n\n- \u5730\u7406\u7a7a\u9593\u753b\u50cf\u89e3\u6790<\/li>\n\n\n\n
- \u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n
- \u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n
- \u30a4\u30f3\u30d5\u30e9\u76e3\u8996\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
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- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n\n- \u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: picterra.ch<\/li>\n\n\n\n
- \u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/picterra<\/li>\n\n\n\n
- \u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/picterraCH<\/li>\n\n\n\n
- \u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/picterra<\/li>\n\n\n\n
- \u30e6\u30fc\u30c1\u30e5\u30fc\u30d6: youtube.com\/channel\/UCqhX4AkDk4pdBFECW-_GoCw<\/li>\n\n\n\n
- \u4f4f\u6240: Rue de la Mouline 8\u30011022 \u30b7\u30e3\u30f4\u30a1\u30f3\u30cc\u3001\u30b9\u30a4\u30b9<\/li>\n\n\n\n
- \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hello@picterra.ch<\/li>\n<\/ul>\n\n\n\n
\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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\u7d50\u8ad6<\/h2>\n\n\n\n
\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u5206\u91ce\u306f\u62e1\u5927\u3092\u7d9a\u3051\u3066\u304a\u308a\u3001Google Earth Engine \u306b\u4ee3\u308f\u308b\u5805\u7262\u306a\u4ee3\u66ff\u624b\u6bb5\u304c\u696d\u754c\u5168\u4f53\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002SkyWatch EarthCache\u3001Airbus OneAtlas\u3001Sentinel Hub \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u983b\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3001AI \u306b\u3088\u308b\u5206\u6790\u60c5\u5831\u3001API \u306b\u3088\u308b\u7c21\u5358\u306a\u7d71\u5408\u306a\u3069\u3001\u5c02\u9580\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8fb2\u696d\u304b\u3089\u90fd\u5e02\u8a08\u753b\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u885b\u661f\u30c7\u30fc\u30bf\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u67d4\u8edf\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u30c4\u30fc\u30eb\u306e\u9078\u629e\u306f\u3001\u5177\u4f53\u7684\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3001\u5fc5\u8981\u306a\u5206\u6790\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u5730\u7406\u7a7a\u9593\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?<\/strong>\u00a0<\/strong> \u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?<\/strong>\u00a0<\/strong> \u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n
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AI"},"image":{"@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3","name":"FlyPix AI \u30c1\u30fc\u30e0","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/12dde63c52cd679449fb172106eab517e2284e7d56d9883dc12186bfe3b620cf?s=96&d=mm&r=g","caption":"FlyPix AI Team"},"url":"https:\/\/flypix.ai\/ja\/author\/manager\/"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","position":1,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481256356","name":"1. Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Alternatives to Google Earth Engine include Sentinel Hub, Planet Labs, OpenEO, QGIS, Microsoft Planetary Computer, and FlyPix AI, among others.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","position":2,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481265163","name":"2. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u306a Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u306f\u3069\u308c\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Planet Labs and Sentinel Hub are ideal for real-time satellite data as they provide frequent imagery updates and efficient data access.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","position":3,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481277899","name":"3. Google Earth Engine \u306e\u7121\u6599\u306e\u4ee3\u66ff\u54c1\u306f\u3042\u308a\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, QGIS is a free and open-source GIS platform that supports satellite data analysis with various plugins, making it a good alternative to Google Earth Engine.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","position":4,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481289987","name":"4. Python \u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e Google Earth Engine \u306e\u4ee3\u66ff\u624b\u6bb5\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, platforms like OpenEO, Microsoft Planetary Computer, QGIS, and FlyPix AI support Python for geospatial data processing and analysis.","inLanguage":"ja"},"inLanguage":"ja"},{"@type":"Question","@id":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","position":5,"url":"https:\/\/flypix.ai\/google-earth-engine-alternatives\/#faq-question-1730481302067","name":"5. Google Earth Engine \u306e\u4ee3\u66ff\u54c1\u3092\u9078\u629e\u3059\u308b\u969b\u306b\u8003\u616e\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4f55\u3067\u3059\u304b?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Key features to consider include data accessibility, processing power, cost, support for specific programming languages, integration capabilities, security, and suitability for your particular project or analysis requirements.","inLanguage":"ja"},"inLanguage":"ja"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/comments?post=170471"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/170471\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/170481"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=170471"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=170471"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=170471"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Google Earth Engine \u306e\u4ee3\u66ff\u3068\u3057\u3066\u306f\u3001Sentinel Hub\u3001Planet Labs\u3001OpenEO\u3001QGIS\u3001Microsoft Planetary Computer\u3001FlyPix AI \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div>
Planet Labs \u3068 Sentinel Hub \u306f\u3001\u983b\u7e41\u306a\u753b\u50cf\u66f4\u65b0\u3068\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u6700\u9069\u3067\u3059\u3002<\/p> <\/div>
\u306f\u3044\u3001QGIS \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u885b\u661f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001Google Earth Engine \u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>
\u306f\u3044\u3001OpenEO\u3001Microsoft Planetary Computer\u3001QGIS\u3001FlyPix AI \u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b Python \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p> <\/div>
\u8003\u616e\u3059\u3079\u304d\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u6027\u3001\u51e6\u7406\u80fd\u529b\u3001\u30b3\u30b9\u30c8\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u7d71\u5408\u6a5f\u80fd\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u305f\u306f\u5206\u6790\u8981\u4ef6\u3078\u306e\u9069\u5408\u6027\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p> <\/div> <\/div>\n\n\n\n
<\/p>","protected":false},"excerpt":{"rendered":"
Google Earth Engine (GEE) is widely used for satellite data analysis and monitoring environmental changes. However, for tasks where alternative solutions are needed due to cost, licensing restrictions, or the need for greater data control, there are other platforms that provide similar or additional features. In this overview, we will explore the best alternatives to Google Earth Engine, their capabilities, and main application areas. Geospatial data platforms provide powerful tools for accessing, analyzing, and interpreting satellite imagery and other environmental datasets. By leveraging cloud computing, big data processing, and machine learning, these platforms enable users to monitor environmental changes, conduct in-depth analyses, and make informed decisions. The flexibility to import […]<\/p>\n","protected":false},"author":5,"featured_media":170481,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-170471","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\n