{"id":169584,"date":"2024-09-27T14:17:06","date_gmt":"2024-09-27T14:17:06","guid":{"rendered":"https:\/\/flypix.ai\/?p=169584"},"modified":"2025-07-25T13:34:31","modified_gmt":"2025-07-25T13:34:31","slug":"geospatial-visualization-software-tools-ai","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/geospatial-visualization-software-tools-ai\/","title":{"rendered":"\u5730\u7406\u7a7a\u9593\u53ef\u8996\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u306e\u7406\u89e3"},"content":{"rendered":"<p>\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u306f\u3001\u4f4d\u7f6e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u542b\u3080\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b\u4e0a\u3067\u5f79\u7acb\u3061\u307e\u3059\u3002\u4ea4\u901a\u30d1\u30bf\u30fc\u30f3\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u74b0\u5883\u306e\u5909\u5316\u306e\u8ffd\u8de1\u3001\u90fd\u5e02\u306e\u6210\u9577\u306e\u5206\u6790\u306a\u3069\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u308f\u304b\u308a\u3084\u3059\u3044\u8996\u899a\u30de\u30c3\u30d7\u3084\u30e2\u30c7\u30eb\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u90fd\u5e02\u8a08\u753b\u304b\u3089\u8fb2\u696d\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u4f7f\u7528\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3001\u50be\u5411\u3001\u95a2\u4fc2\u3092\u3088\u308a\u660e\u78ba\u306b\u628a\u63e1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u65e5\u5e38\u7684\u306a\u72b6\u6cc1\u3067\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/h2>\n\n\n\n<p>FlyPix AI \u3067\u306f\u3001\u9ad8\u5ea6\u306a AI \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u5730\u7403\u306e\u8868\u9762\u3092\u5206\u6790\u3059\u308b\u4f01\u696d\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u885b\u661f\u30c7\u30fc\u30bf\u3084\u822a\u7a7a\u30c7\u30fc\u30bf\u306a\u3069\u306e\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u691c\u51fa\u3057\u3066\u5206\u6790\u3067\u304d\u307e\u3059\u3002\u30ab\u30b9\u30bf\u30e0 AI \u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3068\u6b63\u78ba\u306a\u6ce8\u91c8\u4ed8\u3051\u3092\u53ef\u80fd\u306b\u3059\u308b\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306e\u4f01\u696d\u304c\u5730\u7406\u5ea7\u6a19\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u76e3\u8996\u304a\u3088\u3073\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u9ad8\u5bc6\u5ea6\u3067\u8907\u96d1\u306a\u30b7\u30fc\u30f3\u306e\u52b9\u7387\u7684\u306a\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u8fb2\u696d\u3001\u5efa\u8a2d\u3001\u653f\u5e9c\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u306e\u696d\u754c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002FlyPix AI \u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u57fa\u672c\u7684\u306a\u7121\u6599\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30ec\u30d9\u30eb\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30d7\u30e9\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4e3b\u306a\u6a5f\u80fd\u306b\u306f\u3001AI \u5bfe\u5fdc\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3001\u8a73\u7d30\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u5206\u6790\u3001\u7570\u5e38\u691c\u51fa\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001\u4f01\u696d\u304c\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u5909\u5316\u3092\u8ffd\u8de1\u3057\u3001\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u7279\u5b9a\u3057\u3001AI \u4e3b\u5c0e\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u901a\u3058\u3066\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d9\u30fc\u30b7\u30c3\u30af: \u30d9\u30fc\u30b7\u30c3\u30af \u30d7\u30e9\u30f3\u306f\u7121\u6599\u3067\u3001\u30e6\u30fc\u30b6\u30fc \u30b7\u30fc\u30c8 1 \u3064\u3001\u30b9\u30c8\u30ec\u30fc\u30b8 3 GB\u3001\u30af\u30ec\u30b8\u30c3\u30c8 10 \u500b\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001\u57fa\u672c\u7684\u306a\u5206\u6790\u3068 AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e FlyPix AI \u30e2\u30c7\u30eb\u3078\u306e\u9650\u5b9a\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3068\u30a2\u30af\u30bb\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b9\u30bf\u30fc\u30bf\u30fc: \u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3042\u305f\u308a\u6708\u984d 50 \u30e6\u30fc\u30ed\u3067\u300110 GB \u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u6708\u984d 50 \u30af\u30ec\u30b8\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u6700\u5927 1 \u30ae\u30ac\u30d4\u30af\u30bb\u30eb\u306e\u51e6\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u5206\u6790\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u30d9\u30af\u30bf\u30fc \u30ec\u30a4\u30e4\u30fc\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u6a5f\u80fd\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u30b5\u30dd\u30fc\u30c8\u306f\u30015 \u55b6\u696d\u65e5\u4ee5\u5185\u306e\u96fb\u5b50\u30e1\u30fc\u30eb\u306b\u3088\u308b\u8fd4\u4fe1\u306b\u9650\u5b9a\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6a19\u6e96: \u6708\u984d 2 \u30e6\u30fc\u30b6\u30fc \u30b7\u30fc\u30c8\u3067 500 \u30e6\u30fc\u30ed\u306e\u6a19\u6e96\u30d7\u30e9\u30f3\u306b\u306f\u3001120 GB \u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3001500 \u30af\u30ec\u30b8\u30c3\u30c8 (\u6bce\u6708 100 \u30af\u30ec\u30b8\u30c3\u30c8\u8ffd\u52a0) \u304c\u542b\u307e\u308c\u3001\u6700\u5927 12 \u30ae\u30ac\u30d4\u30af\u30bb\u30eb\u306e\u51e6\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u3084\u30de\u30c3\u30d7\u5171\u6709\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u30012 \u55b6\u696d\u65e5\u4ee5\u5185\u306b\u30e1\u30fc\u30eb \u30b5\u30dd\u30fc\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb: \u6708\u984d 2,000 \u30e6\u30fc\u30ed\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb \u30d7\u30e9\u30f3\u3067\u306f\u3001\u6700\u5927 5 \u4eba\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001600 GB \u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30012,000 \u30af\u30ec\u30b8\u30c3\u30c8\u3068\u6bce\u6708 1,000 \u30af\u30ec\u30b8\u30c3\u30c8\u306e\u8ffd\u52a0\u3001\u6700\u5927 60 \u30ae\u30ac\u30d4\u30af\u30bb\u30eb\u306e\u51e6\u7406\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001API \u30a2\u30af\u30bb\u30b9\u3001\u30c1\u30fc\u30e0\u7ba1\u7406\u30011 \u6642\u9593\u4ee5\u5185\u306e\u5fdc\u7b54\u6642\u9593\u306b\u3088\u308b\u96fb\u5b50\u30e1\u30fc\u30eb\u3068\u30c1\u30e3\u30c3\u30c8\u306b\u3088\u308b\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30d7\u30e9\u30f3\u306f\u3001\u7121\u5236\u9650\u306e\u30e6\u30fc\u30b6\u30fc \u30b7\u30fc\u30c8\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30af\u30ec\u30b8\u30c3\u30c8\u3092\u5099\u3048\u305f\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u30ab\u30b9\u30bf\u30e0 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u5e83\u7bc4\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3068\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u5927\u898f\u6a21\u306a\u64cd\u4f5c\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u4f5c\u6210\u304a\u3088\u3073\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u30ce\u30fc\u30b3\u30fc\u30c9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n\n\n\n<li>\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5c0f\u898f\u6a21\u30c1\u30fc\u30e0\u3068\u5927\u898f\u6a21\u4f01\u696d\u306e\u4e21\u65b9\u306b\u9069\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3068\u5927\u898f\u6a21\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u306f\u4e0a\u4f4d\u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5c0f\u898f\u6a21\u306a\u904b\u7528\u3067\u306f\u30b3\u30b9\u30c8\u304c\u9ad8\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4e0b\u4f4d\u30d7\u30e9\u30f3\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u304c\u5236\u9650\u3055\u308c\u308b\u305f\u3081\u3001\u554f\u984c\u89e3\u6c7a\u304c\u9045\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Web\u30b5\u30a4\u30c8\uff1a <a href=\"https:\/\/flypix.ai\/ja\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9<\/a><\/li>\n\n\n\n<li>\u4f4f\u6240: Robert-Bosch-Str. 7, 64293 \u30c0\u30eb\u30e0\u30b7\u30e5\u30bf\u30c3\u30c8, \u30c9\u30a4\u30c4<\/li>\n\n\n\n<li>\u9023\u7d61\u5148\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a><\/li>\n\n\n\n<li>\u96fb\u8a71\u756a\u53f7: +49 6151 2776497<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: <a href=\"http:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a><\/li>\n<\/ul>\n\n\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"175133\" class=\"elementor elementor-175133\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-104087b e-con-full elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"104087b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-867b2d5 e-con-full e-flex e-con e-child\" data-id=\"867b2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-22a9257 e-con-full e-flex e-con e-child\" data-id=\"22a9257\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35f7bb2 elementor-widget elementor-widget-heading\" data-id=\"35f7bb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">FlyPix \u3067\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u672a\u6765\u3092\u4f53\u9a13\u3057\u3066\u304f\u3060\u3055\u3044!<br>\n<span style=\"color:var( --e-global-color-accent )\">\u4eca\u3059\u3050\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u958b\u59cb<\/span><\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73bbc8c e-con-full e-flex e-con e-child\" data-id=\"73bbc8c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a05b61c elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"a05b61c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/app.flypix.ai\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4eca\u3059\u3050\u8a66\u3059<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"449\" height=\"112\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires.jpg\" alt=\"\" class=\"wp-image-169586\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires.jpg 449w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires-300x75.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kontur-Global-Fires-18x4.jpg 18w\" sizes=\"(max-width: 449px) 100vw, 449px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u30b3\u30f3\u30c8\u30a5\u30fc\u30eb\u30fb\u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30d5\u30a1\u30a4\u30a2\u30fc\u30ba<\/h2>\n\n\n\n<p>Kontur Global Fires \u306f\u3001\u4e16\u754c\u4e2d\u306e\u706b\u707d\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3001\u5c71\u706b\u4e8b\u306e\u5b63\u7bc0\u306b\u7a7a\u6c17\u304c\u304d\u308c\u3044\u306a\u5730\u57df\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u898b\u3064\u3051\u3089\u308c\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5c71\u706b\u4e8b\u3068\u7a7a\u6c17\u306e\u8cea\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u3053\u306e\u60c5\u5831\u3092\u30e2\u30d0\u30a4\u30eb \u30c7\u30d0\u30a4\u30b9\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u706b\u707d\u306e\u5f71\u97ff\u3092\u53d7\u3051\u305f\u5730\u57df\u3068\u547c\u5438\u53ef\u80fd\u306a\u7a7a\u6c17\u306e\u3042\u308b\u8fd1\u96a3\u5730\u57df\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u8fc5\u901f\u306b\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u706b\u707d\u304c\u6025\u901f\u306b\u62e1\u5927\u3057\u3066\u5e83\u5927\u306a\u5730\u57df\u3092\u8105\u304b\u3059\u3068\u304d\u306b\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u4e16\u754c\u4e2d\u3067\u7d4c\u6e08\u3068\u74b0\u5883\u306b\u91cd\u5927\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3057\u3066\u3044\u308b\u5c71\u706b\u4e8b\u306e\u983b\u5ea6\u3068\u6df1\u523b\u5ea6\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u53d7\u3051\u3066\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002Kontur Global Fires \u306f\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u4f7f\u7528\u3057\u3066\u3001PM2.5 \u7c92\u5b50\u306b\u57fa\u3065\u3044\u3066\u706b\u707d\u306e\u5834\u6240\u3068\u7a7a\u6c17\u306e\u8cea\u306e\u30ec\u30d9\u30eb\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7a7a\u6c17\u306e\u8cea\u3092\u76e3\u8996\u3057\u3001\u5c71\u706b\u4e8b\u304c\u3069\u306e\u3088\u3046\u306b\u5c55\u958b\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u306e\u306b\u7279\u306b\u5f79\u7acb\u3061\u3001\u500b\u4eba\u3084\u7d44\u7e54\u304c\u907f\u96e3\u3084\u30ea\u30bd\u30fc\u30b9\u306e\u5272\u308a\u5f53\u3066\u306b\u3064\u3044\u3066\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u6c7a\u5b9a\u3092\u4e0b\u3059\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>Kontur Global Fires \u306e\u4fa1\u683c\u306f\u540c\u793e\u306e Web \u30b5\u30a4\u30c8\u3067\u660e\u78ba\u306b\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u95a2\u5fc3\u306e\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u305f\u5177\u4f53\u7684\u306a\u4fa1\u683c\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066 Kontur \u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u706b\u707d\u3068\u7a7a\u6c17\u306e\u8cea\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53ef\u8996\u5316<\/li>\n\n\n\n<li>\u5916\u51fa\u5148\u3067\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u30e2\u30d0\u30a4\u30eb\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<\/li>\n\n\n\n<li>1\u5e74\u9593\u306b\u308f\u305f\u308b\u5305\u62ec\u7684\u306a\u706b\u707d\u304a\u3088\u3073\u7a7a\u6c17\u8cea\u30c7\u30fc\u30bf<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306b\u306f\u8a73\u7d30\u306a\u4fa1\u683c\u60c5\u5831\u304c\u3059\u3050\u306b\u306f\u63b2\u8f09\u3055\u308c\u3066\u3044\u306a\u3044<\/li>\n\n\n\n<li>\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u3055\u3089\u306a\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: kontur.io<\/li>\n\n\n\n<li>\u4f4f\u6240: 1305 North Holopono St,Ste 2 Kihei, HI 96753<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/konturinc<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/konturinc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri.jpg\" alt=\"\" class=\"wp-image-169587\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/ArcGIS-by-Esri-12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. Esri \u306e ArcGIS<\/h2>\n\n\n\n<p>Esri \u304c\u958b\u767a\u3057\u305f ArcGIS \u306f\u3001\u7d44\u7e54\u304c\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3001\u5206\u6790\u3001\u8996\u899a\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5305\u62ec\u7684\u306a\u5730\u7406\u7a7a\u9593\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u5730\u7406\u7684\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u5206\u6790\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8996\u899a\u5316\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3001\u74b0\u5883\u7ba1\u7406\u3001\u8f38\u9001\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002ArcGIS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30b8\u30bf\u30eb \u30c4\u30a4\u30f3\u3092\u4f5c\u6210\u3057\u3001\u30b5\u30d7\u30e9\u30a4 \u30c1\u30a7\u30fc\u30f3\u3092\u6700\u9069\u5316\u3057\u3001\u5834\u6240\u306b\u57fa\u3065\u304f\u6d1e\u5bdf\u3092\u901a\u3058\u3066\u8cc7\u7523\u3092\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>ArcGIS \u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u76e3\u8996\u304b\u3089\u5929\u7136\u8cc7\u6e90\u7ba1\u7406\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u6a5f\u80fd\u306b\u306f\u30012D \u304a\u3088\u3073 3D \u3067\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u7a7a\u9593\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u7d44\u7e54\u306f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30af\u30e9\u30a6\u30c9 \u30b5\u30fc\u30d3\u30b9\u3001\u30e2\u30d0\u30a4\u30eb \u30c7\u30d0\u30a4\u30b9\u306a\u3069\u3092\u901a\u3058\u3066\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u696d\u52d9\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002\u653f\u5e9c\u3084\u4f01\u696d\u3067\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304b\u3089\u3082\u3001\u5730\u7406\u30c7\u30fc\u30bf\u3092\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u306b\u5909\u3048\u308b\u52b9\u679c\u306e\u9ad8\u3055\u304c\u3046\u304b\u304c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u672c\u30d7\u30e9\u30f3:<br>ArcGIS \u3067\u306f\u3001Viewer \u3084 Mobile Worker \u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u30e6\u30fc\u30b6\u30fc \u30bf\u30a4\u30d7\u304b\u3089\u3001\u3055\u307e\u3056\u307e\u306a\u4fa1\u683c\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30c7\u30fc\u30bf \u30a2\u30af\u30bb\u30b9\u3068\u7de8\u96c6\u6a5f\u80fd\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u4fa1\u683c\u306f\u500b\u3005\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30d7\u30e9\u30f3:<br>\u30c7\u30fc\u30bf\u7de8\u96c6\u3001\u5730\u56f3\u4f5c\u6210\u3001\u7a7a\u9593\u5206\u6790\u306a\u3069\u306e\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001Professional \u30d7\u30e9\u30f3\u307e\u305f\u306f Professional Plus \u30d7\u30e9\u30f3\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001\u5f37\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u3068\u8907\u96d1\u306a\u5730\u7406\u30e2\u30c7\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e83\u7bc4\u306a\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u4f7f\u7528\u3084\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u5411\u3051\u306b\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GIS \u30c6\u30af\u30ce\u30ed\u30b8\u306b\u4e0d\u6163\u308c\u306a\u30e6\u30fc\u30b6\u30fc\u306b\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3088\u308a\u4e0a\u4f4d\u306e\u30d7\u30e9\u30f3\u306f\u3001\u5c0f\u898f\u6a21\u306a\u7d44\u7e54\u306b\u3068\u3063\u3066\u306f\u9ad8\u984d\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: esri.com&nbsp;<\/li>\n\n\n\n<li>\u4f4f\u6240: Ringstrasse 7, 85402 Kranzberg, \u30c9\u30a4\u30c4<\/li>\n\n\n\n<li>\u96fb\u8a71: +49 89 207 005 1200<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/esrigis<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/esrigram<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/Esri<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/esri<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"722\" height=\"346\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/QGIS-Quantum-GIS.svg\" alt=\"\" class=\"wp-image-168585\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/QGIS-Quantum-GIS.svg 722w\" sizes=\"(max-width: 722px) 100vw, 722px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. QGIS<\/h2>\n\n\n\n<p>QGIS \u306f\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3001\u7de8\u96c6\u3001\u8996\u899a\u5316\u3001\u5206\u6790\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3067\u3059\u3002Windows\u3001Mac\u3001Linux \u306a\u3069\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u67d4\u8edf\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002QGIS \u306f\u5730\u56f3\u4f5c\u6210\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u6a5f\u80fd\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u3001\u5370\u5237\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u3067\u30d7\u30ed\u54c1\u8cea\u306e\u5730\u56f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30ec\u30a4\u30a2\u30a6\u30c8 \u30c7\u30b6\u30a4\u30ca\u30fc\u3068\u5f37\u529b\u306a\u30ec\u30dd\u30fc\u30c8 \u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u8a73\u7d30\u306a\u5730\u56f3\u5e33\u3084\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u6a5f\u80fd\u304c\u3055\u3089\u306b\u5f37\u5316\u3055\u308c\u3001\u5e45\u5e83\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5730\u56f3\u3068\u8868\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u304c\u7d71\u5408\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30c4\u30fc\u30eb\u306f\u9ad8\u5ea6\u306a\u30c7\u30b8\u30bf\u30eb\u5316\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30dd\u30a4\u30f3\u30c8\u3001\u30e9\u30a4\u30f3\u3001\u30dd\u30ea\u30b4\u30f3\u3001\u3055\u3089\u306b\u8907\u96d1\u306a\u30b8\u30aa\u30e1\u30c8\u30ea\u3092\u6b63\u78ba\u306b\u4f5c\u6210\u304a\u3088\u3073\u7de8\u96c6\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001QGIS \u306b\u306f\u8c4a\u5bcc\u306a\u5206\u6790\u30c4\u30fc\u30eb\u3082\u4ed8\u5c5e\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7a7a\u9593\u30c7\u30fc\u30bf\u304b\u3089\u6d1e\u5bdf\u3092\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3068\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u76f8\u4e92\u904b\u7528\u6027\u304c\u78ba\u4fdd\u3055\u308c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u30e2\u30c7\u30eb\u306b\u3088\u308a\u4e16\u754c\u4e2d\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8ca2\u732e\u3068\u6539\u5584\u304c\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002QGIS \u306f\u5b8c\u5168\u306b\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30dc\u30e9\u30f3\u30c6\u30a3\u30a2\u3068\u8ca2\u732e\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6027\u8cea\u306b\u3088\u308a\u3001\u8ab0\u3067\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>QGIS \u306f\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308b\u305f\u3081\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u3067\u306f\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306a\u3057\u3067\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u6a5f\u80fd\u3001\u30c4\u30fc\u30eb\u3001\u62e1\u5f35\u6a5f\u80fd\u306b\u5b8c\u5168\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u7121\u6599\u3067\u4f7f\u7528\u53ef\u80fd<\/li>\n\n\n\n<li>\u3055\u307e\u3056\u307e\u306a\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\uff08Windows\u3001Mac\u3001Linux\uff09\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u5730\u56f3\u4f5c\u6210\u3068\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u8c4a\u5bcc\u306a\u6a5f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u306f\u521d\u5fc3\u8005\u306b\u306f\u7fd2\u5f97\u304c\u5fc5\u8981\u306a\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059<\/li>\n\n\n\n<li>\u76f4\u63a5\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u9650\u3089\u308c\u3066\u3044\u308b\uff08\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u4e3b\u5c0e\u306e\u30b5\u30dd\u30fc\u30c8\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: qgis.org<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/profile.php?id=100057434859831<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"230\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png\" alt=\"\" class=\"wp-image-156000\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-1024x230.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-300x68.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox-768x173.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/04\/Mapbox.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u30de\u30c3\u30d7\u30dc\u30c3\u30af\u30b9<\/h2>\n\n\n\n<p>Mapbox \u306f\u3001Web\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u81ea\u52d5\u8eca\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e\u30ab\u30b9\u30bf\u30e0 \u30de\u30c3\u30d7\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30b7\u30b9\u30c6\u30e0\u3001\u30c7\u30fc\u30bf\u8996\u899a\u5316\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u5730\u7406\u7a7a\u9593\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u540c\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u958b\u767a\u8005\u304c API \u3068 SDK \u3092\u4f7f\u7528\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3067\u304d\u307e\u3059\u3002Mapbox \u306f\u3001\u6700\u65b0\u306e\u5730\u7406\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u3001\u30de\u30c3\u30d7\u306e\u30b9\u30bf\u30a4\u30eb\u8a2d\u5b9a\u3084\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba \u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u7269\u6d41\u3001\u81ea\u52d5\u8eca\u3001\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Mapbox \u306e\u30c4\u30fc\u30eb\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3068\u7ba1\u7406\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 \u30de\u30c3\u30d7\u306e\u4f5c\u6210\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4ea4\u901a\u30c7\u30fc\u30bf\u3084 3D \u74b0\u5883\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306e\u4f7f\u7528\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u540c\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u958b\u767a\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30d0\u30a4\u30b9\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u6a5f\u80fd\u3059\u308b\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001Mapbox \u306f\u5916\u90e8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e2\u30d0\u30a4\u30eb \u30a2\u30d7\u30ea\u304b\u3089\u8eca\u4e21\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u67d4\u8edf\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7121\u6599\u30ec\u30d9\u30eb: Mapbox \u306f\u3001\u958b\u767a\u8005\u304c\u521d\u671f\u8cbb\u7528\u306a\u3057\u3067\u4f7f\u3044\u59cb\u3081\u3089\u308c\u308b\u3088\u3046\u3001\u4e00\u9023\u306e\u6709\u610f\u7fa9\u306a\u6a5f\u80fd\u3092\u5099\u3048\u305f\u7121\u6599\u30ec\u30d9\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ec\u30d9\u30eb\u306b\u306f\u3001\u30de\u30c3\u30d7\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3001\u691c\u7d22\u306e\u57fa\u672c\u7684\u306a\u4f7f\u7528\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5f93\u91cf\u8ab2\u91d1\u5236: \u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30de\u30c3\u30d7\u306e\u8aad\u307f\u8fbc\u307f\u3001\u9759\u6b62\u753b\u50cf\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u6a5f\u80fd\u3092\u542b\u3080\u5b9f\u969b\u306e\u4f7f\u7528\u91cf\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u67d4\u8edf\u306a\u4fa1\u683c\u8a2d\u5b9a\u30e2\u30c7\u30eb\u306f\u3001\u4f7f\u7528\u91cf\u306b\u57fa\u3065\u3044\u3066\u8abf\u6574\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30dc\u30ea\u30e5\u30fc\u30e0\u5272\u5f15: \u4f7f\u7528\u91cf\u304c\u5897\u3048\u308b\u3068\u3001Mapbox \u306f\u81ea\u52d5\u7684\u306b\u30dc\u30ea\u30e5\u30fc\u30e0\u5272\u5f15\u3092\u9069\u7528\u3057\u3001\u5730\u56f3\u3084\u30c7\u30fc\u30bf\u306e\u9700\u8981\u304c\u9ad8\u3044\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u7d44\u7e54\u306e\u5168\u4f53\u7684\u306a\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u57fa\u672c\u7684\u306a\u4f7f\u7528\u306b\u306f\u7121\u6599\u67a0\u3092\u8a2d\u3051\u305f\u67d4\u8edf\u306a\u4fa1\u683c\u8a2d\u5b9a<\/li>\n\n\n\n<li>\u30a6\u30a7\u30d6\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u958b\u767a\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u66f4\u65b0\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30de\u30c3\u30d7<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u91cf\u304c\u5897\u3048\u308b\u3068\u30b3\u30b9\u30c8\u304c\u5927\u5e45\u306b\u5897\u52a0\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u306f\u3001\u65b0\u3057\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u5b66\u7fd2\u66f2\u7dda\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: mapbox.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/Mapbox<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/mapbox<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/mapbox<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/mapbox<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"63\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas.png\" alt=\"\" class=\"wp-image-168630\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoPandas-18x4.png 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u30b8\u30aa\u30d1\u30f3\u30c0<\/h2>\n\n\n\n<p>GeoPandas \u306f\u3001Python \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u3088\u308a\u7c21\u5358\u306b\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e Python \u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u7a7a\u9593\u30c7\u30fc\u30bf\u578b\u3068\u64cd\u4f5c\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u4eba\u6c17\u306e\u30c7\u30fc\u30bf\u64cd\u4f5c\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308b pandas \u306e\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u307e\u3059\u3002\u5e7e\u4f55\u5b66\u7684\u64cd\u4f5c\u7528\u306e Shapely \u3084\u30d7\u30ed\u30c3\u30c8\u7528\u306e matplotlib \u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001GeoPandas \u306f PostGIS \u306a\u3069\u306e\u5c02\u7528\u306e\u7a7a\u9593\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u9ad8\u30ec\u30d9\u30eb\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>GeoPandas \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5e7e\u4f55\u5b66\u7684\u5909\u63db\u3001\u7a7a\u9593\u7d50\u5408\u3001\u6295\u5f71\u306a\u3069\u306e\u7a7a\u9593\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS)\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u90fd\u5e02\u8a08\u753b\u306a\u3069\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001Python \u958b\u767a\u8005\u304c\u7a7a\u9593\u5206\u6790\u3092\u3088\u308a\u7c21\u5358\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u3088\u308a\u5e83\u7bc4\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u304a\u308a\u3001NumFOCUS \u306b\u3088\u3063\u3066\u8ca1\u653f\u7684\u306b\u652f\u63f4\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>GeoPandas \u306f\u3001GitHub \u3092\u901a\u3058\u3066\u4f7f\u7528\u304a\u3088\u3073\u8ca2\u732e\u3067\u304d\u308b\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30c4\u30fc\u30eb\u3067\u3059\u3002\u6709\u6599\u7248\u3084\u30d7\u30ec\u30df\u30a2\u30e0\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5b8c\u5168\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7121\u6599\u3067\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9<\/li>\n\n\n\n<li>Python\u30c7\u30fc\u30bf\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306b\u306fPython\u3068\u305d\u306e\u4f9d\u5b58\u95a2\u4fc2\u306e\u7406\u89e3\u304c\u5fc5\u8981\u3067\u3059<\/li>\n\n\n\n<li>\u5b8c\u5168\u306aGIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u3059\u3050\u306b\u4f7f\u3048\u308b\u6a5f\u80fd\u304c\u9650\u3089\u308c\u3066\u3044\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: geopandas.org<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/geopandas<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/Kepler.gl_.png\" alt=\"\" class=\"wp-image-169588\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u30b1\u30d7\u30e9\u30fc<\/h2>\n\n\n\n<p>Kepler.gl \u306f\u3001\u5927\u898f\u6a21\u306a\u4f4d\u7f6e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30dd\u30a4\u30f3\u30c8\u3001\u30e9\u30a4\u30f3\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3057\u3066\u8a73\u7d30\u306a\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002Kepler.gl \u306f WebGL \u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u76f4\u63a5\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30c9\u30e9\u30c3\u30b0 \u30a2\u30f3\u30c9 \u30c9\u30ed\u30c3\u30d7\u3057\u305f\u308a\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u305f\u308a\u3001\u51fa\u767a\u5730\u3068\u76ee\u7684\u5730\u306e\u79fb\u52d5\u306a\u3069\u306e\u30c7\u30fc\u30bf\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u8abf\u3079\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u5730\u56f3\u611b\u597d\u5bb6\u3001\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3001\u958b\u767a\u8005\u306a\u3069\u306b\u3088\u3063\u3066\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u4f4d\u7f6e\u30c7\u30fc\u30bf\u304b\u3089\u6d1e\u5bdf\u3092\u5f97\u3066\u3001\u8cb4\u91cd\u306a\u30d3\u30b8\u30cd\u30b9\u6210\u679c\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Kepler.gl \u306f\u958b\u767a\u8005\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba \u30aa\u30d7\u30b7\u30e7\u30f3\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u65e2\u5b58\u306e\u30de\u30c3\u30d4\u30f3\u30b0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002React \u3068 Redux \u3092\u4f7f\u7528\u3057\u3066\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5730\u7406\u7a7a\u9593\u306e\u8996\u899a\u5316\u306b\u975e\u5e38\u306b\u9069\u5fdc\u6027\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001GeoJSON \u3084 CSV \u306a\u3069\u306e\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002Kepler.gl \u306f\u3001\u8eca\u4e21\u306e\u8996\u899a\u5316\u3001\u5730\u9707\u306e\u76e3\u8996\u3001\u901a\u52e4\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3059\u3079\u3066\u306e\u4eba\u306b\u3068\u3063\u3066\u591a\u76ee\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>Kepler.gl \u306f\u3001\u5f93\u6765\u306e\u4fa1\u683c\u30e2\u30c7\u30eb\u306e\u306a\u3044\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30de\u30c3\u30d7\u306e\u4f5c\u6210\u3001\u30ec\u30a4\u30e4\u30fc\u306e\u8ffd\u52a0\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u5b9f\u884c\u306a\u3069\u3001\u3059\u3079\u3066\u306e\u6a5f\u80fd\u3092\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599\u3067\u4f7f\u7528\u53ef\u80fd<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u306f\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>\u6709\u6599\u7248\u306eFoursquare Studio\u306b\u3042\u308b\u7279\u5b9a\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u6b20\u3051\u3066\u3044\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: kepler.gl<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/foursquare<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/foursquare<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"212\" height=\"113\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory.png\" alt=\"\" class=\"wp-image-168550\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory.png 212w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/EOfactory-18x10.png 18w\" sizes=\"(max-width: 212px) 100vw, 212px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. EO\u30d5\u30a1\u30af\u30c8\u30ea\u30fc<\/h2>\n\n\n\n<p>EOFactory \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306b\u5b9f\u7528\u7684\u306a\u5730\u7406\u60c5\u5831\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u885b\u661f\u753b\u50cf\u3001\u822a\u7a7a\u753b\u50cf\u3001\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u3092\u5206\u6790\u3057\u3066\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u9271\u696d\u306a\u3069\u306e\u5206\u91ce\u3067\u6d1e\u5bdf\u3092\u751f\u307f\u51fa\u3059\u30c4\u30fc\u30eb\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u5909\u5316\u3092\u8ffd\u8de1\u3057\u3001\u5065\u5eb7\u6307\u6a19\u3092\u76e3\u8996\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u306b\u3088\u3063\u3066\u79d1\u5b66\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002EOFactory \u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001\u5206\u6790\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u3001\u30ab\u30b9\u30bf\u30e0 \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3067\u304d\u308b\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3082\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u7d44\u7e54\u304c\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306b\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u7d71\u5408\u3055\u308c\u305f EO ImageShop \u3092\u901a\u3058\u3066\u3001\u72ec\u81ea\u306e\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u308a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002EOFactory \u306f\u3001AI \u3092\u6d3b\u7528\u3057\u305f\u7279\u5fb4\u62bd\u51fa\u3001\u4f53\u7a4d\u5206\u6790\u3001\u30ea\u30b9\u30af\u691c\u51fa\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u76ee\u7684\u3067\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u3092\u63d0\u4f9b\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u6642\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>EOFactory \u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u3067\u5177\u4f53\u7684\u306a\u4fa1\u683c\u306e\u8a73\u7d30\u3092\u76f4\u63a5\u63d0\u4f9b\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u5404\u30e6\u30fc\u30b6\u30fc\u3084\u696d\u754c\u306e\u72ec\u81ea\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u305f\u67d4\u8edf\u306a\u30ab\u30b9\u30bf\u30e0 \u30d7\u30e9\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u4fa1\u683c\u3084\u5229\u7528\u53ef\u80fd\u306a\u6a5f\u80fd\u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u3001\u3054\u8208\u5473\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u306f EOFactory \u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u81ea\u52d5\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4fa1\u683c\u60c5\u5831\u306f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u4e0a\u3067\u306f\u3059\u3050\u306b\u306f\u5165\u624b\u3067\u304d\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li>\u4e00\u90e8\u306e\u6a5f\u80fd\u306b\u306f\u30ab\u30b9\u30bf\u30e0 \u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u696d\u754c\u56fa\u6709\u306e\u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u8ffd\u52a0\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: eofactory.ai<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/EOfactoryOfficial<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/EO_factory<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: twitter.com\/EO_factory<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"900\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg\" alt=\"\" class=\"wp-image-168944\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp.jpg 900w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-768x768.jpg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-12x12.jpg 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/GeoMapApp-700x700.jpg 700w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u30b8\u30aa\u30de\u30c3\u30d7\u30a2\u30d7\u30ea<\/h2>\n\n\n\n<p>GeoMapApp \u306f\u3001\u5730\u7403\u79d1\u5b66\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u304a\u3088\u3073\u5730\u57df\u7684\u306a\u95b2\u89a7\u3001\u8996\u899a\u5316\u3001\u5206\u6790\u7528\u306b\u8a2d\u8a08\u3055\u308c\u305f Java \u30d9\u30fc\u30b9\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u5730\u7403\u7269\u7406\u5b66\u3001\u5730\u8cea\u5b66\u3001\u5730\u7403\u5316\u5b66\u3001\u6d77\u6d0b\u5b66\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u5730\u7403\u79d1\u5b66\u306e\u7814\u7a76\u3084\u6559\u80b2\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30b0\u30ea\u30c3\u30c9\u3001\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3001\u30b7\u30a7\u30a4\u30d7\u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u72ec\u81ea\u306e\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u3001\u9670\u5f71\u4ed8\u304d\u30ec\u30ea\u30fc\u30d5\u3001\u7b49\u9ad8\u7dda\u306a\u3069\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u8996\u899a\u5316\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30c7\u30fc\u30bf\u306e\u968e\u5c64\u5316\u3068\u8868\u793a\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u753b\u50cf\u3092\u4fdd\u5b58\u3057\u3066\u8ad6\u6587\u3084\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GeoMapApp \u306f\u3001\u30b3\u30ed\u30f3\u30d3\u30a2\u5927\u5b66\u306e\u30e9\u30e2\u30f3\u30c8\u30fb\u30c9\u30cf\u30c6\u30a3\u5730\u7403\u89b3\u6e2c\u6240\u306e\u6d77\u6d0b\u5730\u7403\u79d1\u5b66\u30c7\u30fc\u30bf \u30b7\u30b9\u30c6\u30e0 (MGDS) \u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001\u5206\u6790\u3068\u6559\u80b2\u306e\u4e21\u65b9\u3067\u6559\u80b2\u8005\u3084\u7814\u7a76\u8005\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u306f\u3001\u5730\u9707\u53cd\u5c04\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3084\u6e2c\u5730\u901f\u5ea6\u30d9\u30af\u30c8\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5730\u7403\u79d1\u5b66\u30c7\u30fc\u30bf \u30bf\u30a4\u30d7\u7528\u306e\u5206\u6790\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002GeoMapApp \u306f\u3001\u30de\u30eb\u30c1\u89e3\u50cf\u5ea6\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u6a19\u9ad8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30de\u30c3\u30d7\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u521d\u5fc3\u8005\u3068\u719f\u7df4\u30e6\u30fc\u30b6\u30fc\u306e\u4e21\u65b9\u304c\u3001\u7279\u5225\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u591a\u5206\u91ce\u306b\u308f\u305f\u308b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<p>GeoMapApp \u306f\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u95a2\u9023\u8cbb\u7528\u306a\u3057\u3067\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u30d7\u30ec\u30df\u30a2\u30e0 \u30d0\u30fc\u30b8\u30e7\u30f3\u3084\u6709\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u306a\u3044\u305f\u3081\u3001\u500b\u4eba\u3084\u6a5f\u95a2\u304c\u540c\u69d8\u306b\u5229\u7528\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7121\u6599\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059<\/li>\n\n\n\n<li>\u5e45\u5e83\u3044\u5730\u8cea\u79d1\u5b66\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u3068\u5206\u6790\u30c4\u30fc\u30eb<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Java\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059<\/li>\n\n\n\n<li>\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9650\u5b9a\u3055\u308c\u3066\u304a\u308a\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: geomapapp.org<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@marine-geo.org<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"226\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1024x226.png\" alt=\"\" class=\"wp-image-168641\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1024x226.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-300x66.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-768x170.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-1536x339.png 1536w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper-18x4.png 18w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Global-Mapper.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u30b0\u30ed\u30fc\u30d0\u30eb\u30de\u30c3\u30d1\u30fc<\/h2>\n\n\n\n<p>Global Mapper \u306f\u3001Blue Marble Geographics \u304c\u958b\u767a\u3057\u305f\u591a\u7528\u9014\u306e GIS \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3059\u3002\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u7528\u306e\u5e83\u7bc4\u306a\u30c4\u30fc\u30eb \u30bb\u30c3\u30c8\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u3001\u521d\u5fc3\u8005\u304b\u3089\u7d4c\u9a13\u8c4a\u5bcc\u306a GIS \u5c02\u9580\u5bb6\u307e\u3067\u8ab0\u3067\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30d9\u30af\u30bf\u30fc\u3001\u30e9\u30b9\u30bf\u30fc\u3001\u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9 \u30c7\u30fc\u30bf\u306a\u3069 300 \u3092\u8d85\u3048\u308b\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u9ad8\u5ea6\u306a 2D \u304a\u3088\u3073 3D \u5206\u6790\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3057\u3001\u5730\u5f62\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Global Mapper \u306b\u306f\u3001LIDAR \u51e6\u7406\u3001\u5730\u5f62\u5206\u6790\u3001\u7a7a\u9593\u64cd\u4f5c\u306e\u305f\u3081\u306e\u5c02\u7528\u30c4\u30fc\u30eb\u3082\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u30de\u30c3\u30d7\u4f5c\u6210\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u5efa\u8a2d\u3001\u74b0\u5883\u76e3\u8996\u3001\u90fd\u5e02\u8a08\u753b\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30d5\u30a3\u30fc\u30eb\u30c9 \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0\u306e\u305f\u3081\u306b Global Mapper Mobile \u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a19\u6e96\u30e9\u30a4\u30bb\u30f3\u30b9: \u6a19\u6e96\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30ce\u30fc\u30c9\u30ed\u30c3\u30af \u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4fa1\u683c\u306f $599 \u3067\u30019 \u6708 17 \u65e5\u3088\u308a $700 \u306b\u5024\u4e0a\u3052\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u3001300 \u3092\u8d85\u3048\u308b\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\/\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001\u30d9\u30af\u30bf\u30fc\u7de8\u96c6\u306e\u5b9f\u884c\u3001\u30e9\u30b9\u30bf\u30fc \u30c7\u30fc\u30bf\u306e\u51e6\u7406\u306a\u3069\u3001\u57fa\u672c\u7684\u306a GIS \u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u8ffd\u52a0\u306e\u30d7\u30ec\u30df\u30a2\u30e0 \u30c4\u30fc\u30eb\u306a\u3057\u3067\u3001\u4e00\u822c\u7684\u306a\u5730\u7406\u7a7a\u9593\u30bf\u30b9\u30af\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed \u30e9\u30a4\u30bb\u30f3\u30b9: \u30d7\u30ed \u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30b7\u30f3\u30b0\u30eb \u30e6\u30fc\u30b6\u30fc \u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4fa1\u683c\u306f $1,449 \u3067\u30019 \u6708 17 \u65e5\u306b $1,750 \u306b\u5024\u4e0a\u3052\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u6a19\u6e96\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3066\u3001LIDAR \u51e6\u7406\u3001\u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9\u5206\u6790\u3001\u5730\u5f62\u5909\u66f4\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3068 Python \u7d71\u5408\u306b\u3088\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e45\u5e83\u3044\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306aLIDAR\u304a\u3088\u3073\u30dd\u30a4\u30f3\u30c8\u30af\u30e9\u30a6\u30c9\u51e6\u7406\u30c4\u30fc\u30eb<\/li>\n\n\n\n<li>\u30d5\u30a3\u30fc\u30eb\u30c9\u30ef\u30fc\u30af\u7528\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7248\u3068\u30e2\u30d0\u30a4\u30eb\u7248\u306e\u4e21\u65b9\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u7248\u306f\u4fa1\u683c\u304c\u9ad8\u3044<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u306f\u8ffd\u52a0\u6295\u8cc7\u304c\u5fc5\u8981<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: bluemarblegeo.com<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: facebook.com\/bluemarble.geographics<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: instagram.com\/bluemarblegeo<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: twitter.com\/BlueMarbleGeo<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: linkedin.com\/company\/blue-marble-geographics<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"110\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation.png\" alt=\"\" class=\"wp-image-168946\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation.png 360w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation-300x92.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Datum-Workstation-18x6.png 18w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u30c7\u30fc\u30bf\u30e0\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3<\/h2>\n\n\n\n<p>Datum Workstation \u306f\u3001MicroImages \u304c\u958b\u767a\u3057\u305f\u5730\u7406\u7a7a\u9593\u5206\u6790\u7528\u306e\u7dcf\u5408\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS) \u6a5f\u80fd\u3001\u753b\u50cf\u51e6\u7406\u3001\u5730\u5f62\u5206\u6790\u30013D \u8996\u899a\u5316\u3092\u7d71\u5408\u3057\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u753b\u50cf\u3001\u30d9\u30af\u30bf\u30fc\u3001LIDAR \u30c7\u30fc\u30bf\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u3001\u8a73\u7d30\u306a\u7a7a\u9593\u5206\u6790\u3092\u5b9f\u884c\u3057\u3001\u30ab\u30b9\u30bf\u30e0\u306e\u5730\u7406\u7a7a\u9593\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002Datum Workstation \u306f\u3001\u8fb2\u696d\u3001\u74b0\u5883\u76e3\u8996\u3001\u90fd\u5e02\u8a08\u753b\u3001\u8003\u53e4\u5b66\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30e9\u30b9\u30bf\u30fc \u30c7\u30fc\u30bf\u3068\u30d9\u30af\u30bf\u30fc \u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3057\u305f\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u753b\u50cf\u3092\u5f37\u5316\u3001\u5206\u985e\u3001\u5206\u6790\u3067\u304d\u307e\u3059\u30023D \u5730\u5f62\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u753b\u50cf\u88dc\u6b63\u3001\u5730\u7406\u53c2\u7167\u306a\u3069\u306e\u6a5f\u80fd\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u5730\u56f3\u4f5c\u6210\u3068 Web \u30de\u30c3\u30d7\u516c\u958b\u306e\u4e21\u65b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f Windows \u3068 MacOS \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5730\u7406\u7a7a\u9593\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u8a00\u8a9e\u3082\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u4e0a\u7d1a\u30e6\u30fc\u30b6\u30fc\u306b\u67d4\u8edf\u6027\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6599\u91d1\u30d7\u30e9\u30f3:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e74\u9593\u8a08\u753b:<br>Datum Workstation \u306f\u30011 \u30b7\u30fc\u30c8\u3042\u305f\u308a $1,500 \u306e\u5e74\u9593\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002\u3053\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u3001\u5e74\u9593\u306e\u3059\u3079\u3066\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 \u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6708\u984d\u30d7\u30e9\u30f3:<br>\u6708\u9593\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30aa\u30d7\u30b7\u30e7\u30f3\u306f 1 \u30b7\u30fc\u30c8\u3042\u305f\u308a $150 \u3067\u3001\u540c\u3058\u6a5f\u80fd\u3092\u77ed\u671f\u9593\u3067\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30f3\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4f7f\u7528\u306b\u67d4\u8edf\u6027\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9577\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LIDAR \u3084 DEM \u3092\u542b\u3080\u5e45\u5e83\u3044\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a 3D \u8996\u899a\u5316\u304a\u3088\u3073\u30e2\u30c7\u30ea\u30f3\u30b0 \u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u6a5f\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u77ed\u6240:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5c0f\u898f\u6a21\u306a\u7d44\u7e54\u306b\u3068\u3063\u3066\u306f\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4ee5\u5916\u306e\u30b5\u30dd\u30fc\u30c8 \u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\u304a\u3088\u3073\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u60c5\u5831:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: microimages.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +1 424 264-2810<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6&nbsp;<\/h2>\n\n\n\n<p>\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb\u306f\u3001\u5730\u7406\u30c7\u30fc\u30bf\u3068\u306e\u3084\u308a\u53d6\u308a\u3084\u7406\u89e3\u306e\u65b9\u6cd5\u3092\u4e00\u5909\u3055\u305b\u307e\u3057\u305f\u3002\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306b\u885b\u661f\u753b\u50cf\u3092\u5206\u6790\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u90fd\u5e02\u958b\u767a\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306b AI \u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u5b9f\u7528\u5316\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\u8fb2\u696d\u306a\u3069\u306e\u696d\u754c\u304b\u3089\u707d\u5bb3\u7ba1\u7406\u307e\u3067\u3001\u5730\u7406\u7a7a\u9593\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u4eba\u3005\u304c\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u3088\u308a\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u884c\u3046\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u3088\u308a\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3057\u30013D \u8996\u899a\u5316\u3084 AI \u99c6\u52d5\u578b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u80fd\u529b\u306f\u5411\u4e0a\u3059\u308b\u4e00\u65b9\u3067\u3059\u3002\u5730\u7406\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3059\u308b\u4f01\u696d\u3084\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001\u9069\u5207\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u6295\u8cc7\u3059\u308b\u3053\u3068\u306f\u3001\u512a\u4f4d\u6027\u3092\u7dad\u6301\u3057\u3001\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Geospatial visualization software and AI tools help us make sense of data that has a location component. Whether you&#8217;re mapping traffic patterns, tracking environmental changes, or analyzing urban growth, these tools turn complex datasets into visual maps or models that are easy to understand. They\u2019re used in a variety of industries, from city planning to agriculture, to help people see patterns, trends, and relationships in data more clearly. Let\u2019s break down what geospatial visualization is and how these tools work in everyday situations. 1. FlyPix AI At FlyPix AI, we provide a geospatial analysis platform designed to help businesses analyze Earth\u2019s surface using advanced AI models. Our platform allows users [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":169666,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-169584","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Top Geospatial Visualization Software and AI Tools<\/title>\n<meta name=\"description\" content=\"Discover geospatial visualization tools and AI software for mapping, analyzing, and visualizing data with ease. Explore their practical applications.\" \/>\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\/geospatial-visualization-software-tools-ai\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Geospatial Visualization Software and AI Tools\" \/>\n<meta property=\"og:description\" content=\"Discover geospatial visualization tools and AI software for mapping, analyzing, and visualizing data with ease. Explore their practical applications.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/geospatial-visualization-software-tools-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-27T14:17:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-25T13:34:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1752\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"FlyPix AI Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"FlyPix AI Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"17\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Understanding Geospatial Visualization Software and AI Tools\",\"datePublished\":\"2024-09-27T14:17:06+00:00\",\"dateModified\":\"2025-07-25T13:34:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/\"},\"wordCount\":3234,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/\",\"name\":\"Top Geospatial Visualization Software and AI Tools\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg\",\"datePublished\":\"2024-09-27T14:17:06+00:00\",\"dateModified\":\"2025-07-25T13:34:31+00:00\",\"description\":\"Discover geospatial visualization tools and AI software for mapping, analyzing, and visualizing data with ease. Explore their practical applications.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg\",\"width\":2560,\"height\":1752},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/zh\\\/geospatial-visualization-software-tools-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/flypix.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Understanding Geospatial Visualization Software and AI Tools\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"name\":\"Flypix\",\"description\":\"AN END-TO-END PLATFORM FOR ENTITY DETECTION, LOCALIZATION AND SEGMENTATION POWERED BY ARTIFICIAL INTELLIGENCE\",\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/flypix.ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\",\"name\":\"Flypix AI\",\"url\":\"https:\\\/\\\/flypix.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/logo.svg\",\"width\":346,\"height\":40,\"caption\":\"Flypix AI\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\",\"name\":\"FlyPix AI Team\",\"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\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u30c8\u30c3\u30d7\u5730\u7406\u7a7a\u9593\u53ef\u8996\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb","description":"\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u5206\u6790\u3001\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3068 AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u308a\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/flypix.ai\/ja\/geospatial-visualization-software-tools-ai\/","og_locale":"ja_JP","og_type":"article","og_title":"Top Geospatial Visualization Software and AI Tools","og_description":"Discover geospatial visualization tools and AI software for mapping, analyzing, and visualizing data with ease. Explore their practical applications.","og_url":"https:\/\/flypix.ai\/ja\/geospatial-visualization-software-tools-ai\/","og_site_name":"Flypix","article_published_time":"2024-09-27T14:17:06+00:00","article_modified_time":"2025-07-25T13:34:31+00:00","og_image":[{"width":2560,"height":1752,"url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg","type":"image\/jpeg"}],"author":"FlyPix AI Team","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"FlyPix AI Team","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"17\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#article","isPartOf":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/"},"author":{"name":"FlyPix AI Team","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3"},"headline":"Understanding Geospatial Visualization Software and AI Tools","datePublished":"2024-09-27T14:17:06+00:00","dateModified":"2025-07-25T13:34:31+00:00","mainEntityOfPage":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/"},"wordCount":3234,"commentCount":0,"publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"image":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg","articleSection":["Articles"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/","url":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/","name":"\u30c8\u30c3\u30d7\u5730\u7406\u7a7a\u9593\u53ef\u8996\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068 AI \u30c4\u30fc\u30eb","isPartOf":{"@id":"https:\/\/flypix.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#primaryimage"},"image":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg","datePublished":"2024-09-27T14:17:06+00:00","dateModified":"2025-07-25T13:34:31+00:00","description":"\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u5206\u6790\u3001\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u5730\u7406\u7a7a\u9593\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3068 AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5b9f\u7528\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u308a\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#primaryimage","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/09\/jeff-king-jYBy2HCUve0-unsplash-scaled.jpg","width":2560,"height":1752},{"@type":"BreadcrumbList","@id":"https:\/\/flypix.ai\/zh\/geospatial-visualization-software-tools-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/flypix.ai\/"},{"@type":"ListItem","position":2,"name":"Understanding Geospatial Visualization Software and AI Tools"}]},{"@type":"WebSite","@id":"https:\/\/flypix.ai\/#website","url":"https:\/\/flypix.ai\/","name":"\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9","description":"\u4eba\u5de5\u77e5\u80fd\u3092\u6d3b\u7528\u3057\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u691c\u51fa\u3001\u30ed\u30fc\u30ab\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0","publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/flypix.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/flypix.ai\/#organization","name":"\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI","url":"https:\/\/flypix.ai\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/flypix.ai\/#\/schema\/logo\/image\/","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/logo.svg","width":346,"height":40,"caption":"Flypix 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\/"}]}},"_links":{"self":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/169584","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=169584"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/169584\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/169666"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=169584"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=169584"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=169584"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}