{"id":179318,"date":"2025-07-13T13:33:25","date_gmt":"2025-07-13T13:33:25","guid":{"rendered":"https:\/\/flypix.ai\/?p=179318"},"modified":"2025-07-25T14:22:47","modified_gmt":"2025-07-25T14:22:47","slug":"vegetation-analysis-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/vegetation-analysis-tools\/","title":{"rendered":"\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u571f\u5730\u7ba1\u7406\u306e\u305f\u3081\u306e\u6700\u9069\u306a\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb"},"content":{"rendered":"<p>\u8fb2\u5834\u306e\u7ba1\u7406\u3001\u68ee\u6797\u306e\u76e3\u8996\u3001\u74b0\u5883\u79d1\u5b66\u306e\u5206\u91ce\u3067\u306e\u6d3b\u52d5\u306a\u3069\u3001\u690d\u751f\u306e\u5065\u5eb7\u72b6\u614b\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u6700\u65b0\u306e\u30c4\u30fc\u30eb\u306e\u304a\u304b\u3052\u3067\u3001\u690d\u7269\u306e\u6210\u9577\u3092\u8ffd\u8de1\u3057\u3001\u30b9\u30c8\u30ec\u30b9\u3092\u691c\u77e5\u3057\u3001\u52b9\u679c\u7684\u306a\u8a08\u753b\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u5bb9\u6613\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u885b\u661f\u30c7\u30fc\u30bf\u304b\u3089\u30c9\u30ed\u30fc\u30f3\u753b\u50cf\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u307e\u3067\u3001\u5c02\u9580\u5bb6\u3084\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u304c\u983c\u308a\u306b\u3057\u3066\u3044\u308b\u512a\u308c\u305f\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb\u3092\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><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\" style=\"width:288px;height:auto\" 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>\u5f53\u793e\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u7528\u3044\u3066\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u753b\u50cf\u3092\u51e6\u7406\u3059\u308b\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\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5185\u306e\u7269\u4f53\u3092\u691c\u51fa\u30fb\u5206\u6790\u3057\u3001\u7279\u5b9a\u306e\u30a2\u30a4\u30c6\u30e0\u306e\u8b58\u5225\u3084\u7d4c\u6642\u7684\u306a\u5909\u5316\u306e\u8ffd\u8de1\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30ab\u30b9\u30bf\u30e0AI\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u3001\u500b\u3005\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u305f\u5206\u6790\u304c\u53ef\u80fd\u3067\u3059\u3002\u5f53\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u5730\u7406\u5ea7\u6a19\u306b\u7d10\u4ed8\u3051\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u69d8\u3005\u306a\u696d\u754c\u306b\u304a\u3051\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u8a2d\u8a08\u3057\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30de\u30c3\u30d7\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306a\u3069\u3001\u7d50\u679c\u3092\u8996\u899a\u5316\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30c4\u30fc\u30eb\u306f\u3001RGB\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u3001\u5408\u6210\u958b\u53e3\u30ec\u30fc\u30c0\u30fc\uff08SAR\uff09\u753b\u50cf\u306a\u3069\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eGIS\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7d71\u5408\u306b\u6ce8\u529b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5730\u7406\u7a7a\u9593\u60c5\u5831\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3081\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084\u30a4\u30f3\u30d5\u30e9\u8a08\u753b\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u885b\u661f\u753b\u50cf\u3068\u822a\u7a7a\u753b\u50cf\u3092AI\u3067\u51e6\u7406<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067\u30ab\u30b9\u30bf\u30e0 AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>RGB\u3084SAR\u306a\u3069\u306e\u8907\u6570\u306e\u30c7\u30fc\u30bf\u578b\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u65e2\u5b58\u306eGIS\u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408<\/li>\n\n\n\n<li>\u8996\u899a\u5316\u306e\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30de\u30c3\u30d7\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9032\u6357\u72b6\u6cc1\u3092\u8ffd\u8de1\u3059\u308b\u5efa\u8a2d\u30de\u30cd\u30fc\u30b8\u30e3\u30fc<\/li>\n\n\n\n<li>\u4f5c\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3092\u76e3\u8996\u3059\u308b\u8fb2\u696d\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/li>\n\n\n\n<li>\u571f\u5730\u5229\u7528\u306e\u5909\u5316\u3092\u5206\u6790\u3059\u308b\u74b0\u5883\u79d1\u5b66\u8005<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u306e\u6d1e\u5bdf\u3092\u5fc5\u8981\u3068\u3059\u308b\u653f\u5e9c\u6a5f\u95a2<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/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>\u00a0<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: <a href=\"mailto:info@flypix.ai\" target=\"_blank\" rel=\"noreferrer noopener\">info@flypix.ai<\/a>\u00a0<\/li>\n\n\n\n<li>\u96fb\u8a71: +49 6151 2776497<\/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>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: <a href=\"https:\/\/www.linkedin.com\/company\/flypix-ai\" target=\"_blank\" rel=\"noreferrer noopener\">www.linkedin.com\/company\/flypix-ai<\/a>\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png\" alt=\"\" class=\"wp-image-179314\" style=\"width:162px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS.png 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-768x768.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-12x12.png 12w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/QGIS-700x700.png 700w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. QGIS<\/h2>\n\n\n\n<p>QGIS\u306f\u3001Windows\u3001Mac\u3001Linux\u306a\u3069\u5e45\u5e83\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u5bfe\u5fdc\u3057\u305f\u3001\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff08GIS\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3001\u7de8\u96c6\u3001\u5206\u6790\u3057\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3001\u30e2\u30d0\u30a4\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u3001\u5370\u5237\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u305f\u5730\u56f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30c7\u30b8\u30bf\u30a4\u30ba\u3001\u30b8\u30aa\u30e1\u30c8\u30ea\u69cb\u7bc9\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30dd\u30a4\u30f3\u30c8\u3001\u30e9\u30a4\u30f3\u3001\u30dd\u30ea\u30b4\u30f3\u3001\u30e1\u30c3\u30b7\u30e5\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002PostGIS\u3084GRASS GIS\u306a\u3069\u306e\u4ed6\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3068\u5206\u6790\u306e\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3084\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u901a\u3058\u3066\u5730\u56f3\u3084\u7d50\u679c\u3092\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u3092\u91cd\u8996\u3057\u305fQGIS\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30d5\u30a9\u30fc\u30e0\u3068\u81ea\u52d5\u5316\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u3057\u307e\u3059\u3002\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u88fd\u30d7\u30e9\u30b0\u30a4\u30f3\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u308a\u6a5f\u80fd\u304c\u62e1\u5f35\u3055\u308c\u3001\u69d8\u3005\u306a\u5730\u7406\u7a7a\u9593\u30bf\u30b9\u30af\u306b\u9069\u5fdc\u3067\u304d\u307e\u3059\u3002\u76f4\u611f\u7684\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u30c7\u30b6\u30a4\u30ca\u30fc\u3068\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30ed\u4ed5\u69d8\u306e\u5730\u56f3\u3084\u8a73\u7d30\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u3001\u5730\u56f3\u4f5c\u6210\u3068\u5206\u6790\u306e\u4e21\u65b9\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Windows\u3001Mac\u3001Linux\u3092\u542b\u3080\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6b63\u78ba\u306b\u4f5c\u6210\u304a\u3088\u3073\u7de8\u96c6\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eGIS\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u7d71\u5408\u3057\u3066\u6a5f\u80fd\u3092\u5f37\u5316<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30d5\u30a9\u30fc\u30e0\u3068\u81ea\u52d5\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3084\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u5730\u56f3\u3092\u5171\u6709\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u6c42\u3081\u308b\u30e6\u30fc\u30b6\u30fc<\/li>\n\n\n\n<li>\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u4e92\u63db\u6027\u3092\u5fc5\u8981\u3068\u3059\u308b\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30de\u30c3\u30d7\u4f5c\u6210\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u500b\u4eba<\/li>\n\n\n\n<li>\u4ed6\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9GIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u306e\u7d71\u5408\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u7d44\u7e54<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/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: www.facebook.com\/people\/QGIS\/100057434859831<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"220\" height=\"220\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/ArcGIS-Pro.png\" alt=\"\" class=\"wp-image-179320\" style=\"width:163px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/ArcGIS-Pro.png 220w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/ArcGIS-Pro-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/ArcGIS-Pro-12x12.png 12w\" sizes=\"(max-width: 220px) 100vw, 220px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. ArcGIS Pro<\/h2>\n\n\n\n<p>Esri\u793e\u304c\u958b\u767a\u3057\u305fArcGIS Pro\u306f\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3068\u5206\u6790\u3092\u76ee\u7684\u3068\u3057\u305f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7GIS\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u30012D\u30013D\u30014D\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u308b\u307b\u304b\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u7de8\u96c6\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002ArcGIS Pro\u306f\u3001ArcGIS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u5171\u6709\u3092\u4fc3\u9032\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u56f3\u3084\u7d50\u679c\u3092Web\u30b5\u30fc\u30d3\u30b9\u3084\u9ad8\u54c1\u8cea\u306a\u5370\u5237\u7269\u3068\u3057\u3066\u516c\u958b\u3057\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u307e\u305f\u306f\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u64cd\u4f5c\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u7de8\u96c6\u3092\u7c21\u7d20\u5316\u3057\u3001ModelBuilder\u307e\u305f\u306fPython\u3092\u4ecb\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3057\u3001\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3084\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u542b\u3080\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002ArcGIS Pro\u306f\u4ed6\u306eEsri\u88fd\u54c1\u3068\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u7d44\u7e54\u304c\u30c1\u30fc\u30e0\u3084\u30c7\u30d0\u30a4\u30b9\u9593\u3067\u5730\u7406\u7a7a\u9593\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u62e1\u5f35\u3059\u308b\u305f\u3081\u306e\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u307e\u305f\u306f\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u306e\u5c0e\u5165\u30aa\u30d7\u30b7\u30e7\u30f3\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2D\u30013D\u30014D\u306e\u8996\u899a\u5316\u306e\u305f\u3081\u306b\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u8996\u899a\u7684\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>ModelBuilder \u307e\u305f\u306f Python \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3092\u4ecb\u3057\u305f\u30c7\u30fc\u30bf\u5171\u6709\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u307e\u305f\u306f\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u74b0\u5883\u5411\u3051\u306e\u5c0e\u5165\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u5ea6\u306a\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5171\u6709\u306b ArcGIS \u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u7d44\u7e54<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3068\u30bd\u30fc\u30b9\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc<\/li>\n\n\n\n<li>\u30c7\u30d0\u30a4\u30b9\u9593\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aGIS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63a2\u3057\u3066\u3044\u308b\u30c1\u30fc\u30e0<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.esri.com<\/li>\n\n\n\n<li>\u96fb\u8a71\u756a\u53f7: +19097932853<\/li>\n\n\n\n<li>\u4f4f\u6240: 380 New York Street, Redlands, California, United States of America<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/esri<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/esrigis<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/Esri<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"373\" height=\"122\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ENVI.png\" alt=\"\" class=\"wp-image-168589\" style=\"width:236px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ENVI.png 373w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ENVI-300x98.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/ENVI-18x6.png 18w\" sizes=\"(max-width: 373px) 100vw, 373px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u74b0\u5883<\/h2>\n\n\n\n<p>NV5 Geospatial\u304c\u958b\u767a\u3057\u305fENVI\u306f\u3001\u885b\u661f\u3001\u822a\u7a7a\u6a5f\u30b7\u30b9\u30c6\u30e0\u3001\u30c9\u30ed\u30fc\u30f3\u306a\u3069\u306e\u60c5\u5831\u6e90\u304b\u3089\u5f97\u3089\u308c\u308b\u5730\u7406\u7a7a\u9593\u753b\u50cf\u306e\u51e6\u7406\u3068\u5206\u6790\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u3001\u71b1\u753b\u50cf\u3001LiDAR\u3001SAR\u306a\u3069\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3084\u8cc7\u6e90\u7ba1\u7406\u3068\u3044\u3063\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5fc5\u8981\u306a\u77e5\u898b\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002ENVI\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u524d\u51e6\u7406\u3001\u305d\u3057\u3066\u7570\u5e38\u691c\u51fa\u3084\u30b9\u30da\u30af\u30c8\u30eb\u5206\u6790\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u6b63\u78ba\u306a\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306fArcGIS\u3068\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306fENVI\u306e\u5206\u6790\u6a5f\u80fd\u3092\u3088\u308a\u5e83\u7bc4\u306aGIS\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u81ea\u52d5\u5316\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067\u30ab\u30b9\u30bf\u30e0\u30d7\u30ed\u30bb\u30b9\u3092\u4f5c\u6210\u3067\u304d\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30c4\u30fc\u30eb\u300cENVI Modeler\u300d\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u6700\u65b0\u306e\u30bb\u30f3\u30b5\u30fc\u3068Python\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u7528\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u751f\u6210\u30fb\u5171\u6709\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u3001LiDAR\u3001SAR\u306a\u3069\u306e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>ArcGIS \u3068\u306e\u7d71\u5408\u306b\u3088\u308a GIS \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u4e92\u63db\u6027\u304c\u5f37\u5316\u3055\u308c\u307e\u3059<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u51e6\u7406\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u4f5c\u6210\u7528\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u81ea\u52d5\u5316\u306e\u305f\u3081\u306ePython\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5730\u7406\u7a7a\u9593\u753b\u50cf\u3084\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30a2\u30ca\u30ea\u30b9\u30c8<\/li>\n\n\n\n<li>GIS\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306bArcGIS\u3068\u306e\u7d71\u5408\u3092\u5fc5\u8981\u3068\u3059\u308b\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30b9\u30da\u30af\u30c8\u30eb\u304a\u3088\u3073\u7570\u5e38\u691c\u51fa\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e6\u30fc\u30b6\u30fc<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6c42\u3081\u308b\u7d44\u7e54<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.nv5geospatialsoftware.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +1 (303) 786-9900<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: geospatialinfo@NV5.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 385 Interlocken Crescent, Suite 300, Broomfield, CO 80021, \u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/nv5geospatialsoftware<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/NV5GeospatialSoftware<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/GeoByENVI<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/geobyenvi<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"384\" height=\"384\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rangelands.png\" alt=\"\" class=\"wp-image-179321\" style=\"width:176px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rangelands.png 384w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rangelands-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rangelands-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rangelands-12x12.png 12w\" sizes=\"(max-width: 384px) 100vw, 384px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u7267\u8349\u5730\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/h2>\n\n\n\n<p>Rangeland Analysis Platform\uff08RAP\uff09\u306f\u3001\u7c73\u56fd\u5168\u571f\u306e\u690d\u751f\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u7121\u6599\u30aa\u30f3\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u885b\u661f\u753b\u50cf\u3068\u3001BLM\uff08\u68ee\u6797\u7ba1\u7406\u5c40\uff09\u3001NPS\uff08\u56fd\u7acb\u516c\u5712\u5c40\uff09\u3001NRCS\uff08\u68ee\u6797\u8cc7\u6e90\u5c40\uff09\u306a\u3069\u306e\u6a5f\u95a2\u306b\u3088\u308b\u73fe\u5730\u89b3\u6e2c\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u690d\u751f\u88ab\u8986\u7387\u3001\u5e74\u9593\u5730\u4e0a\u30d0\u30a4\u30aa\u30de\u30b9\u91cf\u300116\u65e5\u9593\u30d0\u30a4\u30aa\u30de\u30b9\u50be\u5411\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u3066\u690d\u751f\u30d1\u30bf\u30fc\u30f3\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u7267\u8349\u5730\u3001\u7267\u5834\u3001\u6d41\u57df\u306a\u3069\u3001\u69d8\u3005\u306a\u898f\u6a21\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u3001Production Explorer\uff08\u30d0\u30a4\u30aa\u30de\u30b9\u306e\u7d4c\u6642\u7684\u5909\u5316\u3092\u8ffd\u8de1\u3059\u308b\u30c4\u30fc\u30eb\uff09\u3084\u3001Cheatgrass\u30a2\u30d7\u30ea\uff08\u7279\u5b9a\u306e\u690d\u751f\u30bf\u30a4\u30d7\u3092\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30c4\u30fc\u30eb\uff09\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002RAP\u306f\u3001\u591a\u5e74\u751f\u304a\u3088\u3073\u4e00\u5e74\u751f\u8349\u672c\u690d\u7269\u3001\u4f4e\u6728\u3001\u6a39\u6728\u3001\u88f8\u5730\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u571f\u5730\u7ba1\u7406\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5730\u57df\u306e\u77e5\u8b58\u3068\u30b5\u30a4\u30c8\u56fa\u6709\u306e\u30c7\u30fc\u30bf\u3092\u88dc\u5b8c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7ba1\u7406\u624b\u6cd5\u3092\u8a55\u4fa1\u3057\u3001\u653e\u7267\u5730\u306e\u6539\u5584\u6226\u7565\u3092\u7b56\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7c73\u56fd\u306e\u690d\u751f\u30c7\u30fc\u30bf\u3078\u306e\u7121\u6599\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u885b\u661f\u753b\u50cf\u3068\u5730\u4e0a\u6e2c\u5b9a\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li>Production Explorer\u3084Cheatgrass\u30a2\u30d7\u30ea\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u30d0\u30a4\u30aa\u30de\u30b9\u3068\u690d\u751f\u88ab\u8986\u306e\u50be\u5411\u306e\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4f7f\u7528<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7267\u5834\u4e3b\u304c\u3055\u307e\u3056\u307e\u306a\u898f\u6a21\u3067\u690d\u751f\u3092\u76e3\u8996<\/li>\n\n\n\n<li>\u571f\u5730\u7ba1\u7406\u8005\u306b\u3088\u308b\u7ba1\u7406\u65b9\u6cd5\u306e\u8a55\u4fa1<\/li>\n\n\n\n<li>\u7267\u8349\u5730\u306e\u751f\u614b\u7cfb\u3092\u5206\u6790\u3059\u308b\u81ea\u7136\u4fdd\u8b77\u6d3b\u52d5\u5bb6<\/li>\n\n\n\n<li>\u30d0\u30a4\u30aa\u30de\u30b9\u3068\u690d\u751f\u306e\u50be\u5411\u3092\u7814\u7a76\u3059\u308b\u7814\u7a76\u8005<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: rangelands.app<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: sarah.mccord@usda.gov<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"225\" height=\"225\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Agremo-Crop-Monitoring.png\" alt=\"\" class=\"wp-image-168609\" style=\"width:169px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Agremo-Crop-Monitoring.png 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Agremo-Crop-Monitoring-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Agremo-Crop-Monitoring-12x12.png 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u30a2\u30b0\u30ec\u30e2<\/h2>\n\n\n\n<p>Agremo\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u3068\u885b\u661f\u753b\u50cf\u306b\u3088\u308b\u4f5c\u7269\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u5703\u5834\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001RGB\u3084\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u3092\u542b\u3080\u69d8\u3005\u306a\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u682a\u6570\u3001\u690d\u7269\u306e\u5065\u5eb7\u72b6\u614b\u3001\u96d1\u8349\u5e2f\u3001\u6a19\u9ad8\u30de\u30c3\u30d7\u3068\u3044\u3063\u305f\u77e5\u898b\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u3084\u5730\u4e0a\u6563\u5e03\u6a5f\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u9664\u8349\u5264\u3084\u80a5\u6599\u306e\u6563\u5e03\u30de\u30c3\u30d7\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u7cbe\u5bc6\u8fb2\u696d\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u3092\u7d71\u5408\u3057\u3001\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u5703\u5834\u7ba1\u7406\u306e\u305f\u3081\u306e\u30ec\u30dd\u30fc\u30c8\u3068\u5206\u6790\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Agremo\u306f\u4f7f\u3044\u3084\u3059\u3055\u3092\u91cd\u8996\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u521d\u5fc3\u8005\u304b\u3089\u7d4c\u9a13\u8c4a\u5bcc\u306a\u30e6\u30fc\u30b6\u30fc\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u3057\u3001\u5e02\u8ca9\u306e\u30c9\u30ed\u30fc\u30f3\u3068\u9023\u643a\u3057\u307e\u3059\u3002\u4f5c\u7269\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u5703\u5834\u8a66\u9a13\u3001\u690d\u7269\u306e\u8a08\u6570\u3001\u4f5c\u7269\u4fdd\u967a\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u8fb2\u5bb6\u3084\u8fb2\u5b66\u8005\u304c\u5703\u5834\u4f5c\u696d\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f5c\u7269\u76e3\u8996\u306e\u305f\u3081\u306e\u30c9\u30ed\u30fc\u30f3\u3068\u885b\u661f\u753b\u50cf\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u9664\u8349\u5264\u3068\u80a5\u6599\u306e\u6563\u5e03\u30de\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u306bAI\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3059\u308b<\/li>\n\n\n\n<li>RGB\u304a\u3088\u3073\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30bb\u30f3\u30b5\u30fc\u3068\u4e92\u63db\u6027\u3042\u308a<\/li>\n\n\n\n<li>\u682a\u6570\u3068\u690d\u7269\u306e\u5065\u5eb7\u306b\u95a2\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7cbe\u5bc6\u8fb2\u696d\u30c4\u30fc\u30eb\u3092\u6c42\u3081\u308b\u8fb2\u5bb6<\/li>\n\n\n\n<li>\u4f5c\u7269\u306e\u5065\u5eb7\u3068\u6d3b\u529b\u3092\u5206\u6790\u3059\u308b\u8fb2\u5b66\u8005<\/li>\n\n\n\n<li>\u30d5\u30a3\u30fc\u30eb\u30c9\u8a66\u9a13\u3092\u5b9f\u65bd\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc<\/li>\n\n\n\n<li>\u8a73\u7d30\u306a\u73fe\u5834\u5206\u6790\u3092\u5fc5\u8981\u3068\u3059\u308b\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.agremo.com<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@agremo.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 8 The Green Suite # 12076 Dover, DE 19901, USA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/agremoapp<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/AgremoApp<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/AgremoApp<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/agremoapp<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/UK-Centre-for-Ecology-Hydrology.jpg\" alt=\"\" class=\"wp-image-179322\" style=\"width:162px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/UK-Centre-for-Ecology-Hydrology.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/UK-Centre-for-Ecology-Hydrology-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/UK-Centre-for-Ecology-Hydrology-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/UK-Centre-for-Ecology-Hydrology-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u82f1\u56fd\u751f\u614b\u5b66\u30fb\u6c34\u6587\u5b66\u30bb\u30f3\u30bf\u30fc<\/h2>\n\n\n\n<p>\u82f1\u56fd\u751f\u614b\u6c34\u6587\u5b66\u30bb\u30f3\u30bf\u30fc\uff08UKCEH\uff09\u306f\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u6ce8\u529b\u3057\u3001\u7814\u7a76\u3068\u653f\u7b56\u7acb\u6848\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3068\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u7d44\u7e54\u306f\u3001\u9678\u57df\u304a\u3088\u3073\u6de1\u6c34\u57df\u306e\u751f\u614b\u7cfb\u306b\u95a2\u3059\u308b\u9577\u671f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4fdd\u6709\u3057\u3001\u751f\u7269\u591a\u69d8\u6027\u3001\u5927\u6c17\u6c5a\u67d3\u3001\u6c34\u8cc7\u6e90\u3001\u571f\u5730\u5229\u7528\u306b\u95a2\u3059\u308b\u7814\u7a76\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002UKCEH\u571f\u5730\u88ab\u8986\u5730\u56f3\u3084ASSIST E-Tools\u306a\u3069\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u885b\u661f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u679c\u3092\u3082\u305f\u3089\u3059\u74b0\u5883\u7ba1\u7406\u6d3b\u52d5\u3092\u8a08\u753b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>UKCEH\u306f\u3001E-Planner\u3084E-Surveyor\u3068\u3044\u3063\u305f\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3057\u3001\u91ce\u751f\u751f\u7269\u306e\u751f\u606f\u5730\u3084\u6d2a\u6c34\u30ea\u30b9\u30af\u306e\u8efd\u6e1b\u3068\u3044\u3063\u305f\u74b0\u5883\u9762\u3067\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u8003\u616e\u3057\u305f\u571f\u5730\u7ba1\u7406\u306b\u304a\u3044\u3066\u8fb2\u5bb6\u3092\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u6d2a\u6c34\u4e88\u6e2c\u30cf\u30f3\u30c9\u30d6\u30c3\u30af\uff08FEH\uff09\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u6d2a\u6c34\u983b\u5ea6\u306e\u63a8\u5b9a\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u307b\u304b\u3001\u90fd\u5e02\u8a08\u753b\u3084\u4fdd\u5168\u6d3b\u52d5\u3092\u652f\u63f4\u3059\u308b\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u306f\u7814\u7a76\u8005\u3001\u653f\u7b56\u7acb\u6848\u8005\u3001\u571f\u5730\u7ba1\u7406\u8005\u304c\u5229\u7528\u53ef\u80fd\u3067\u3001\u4e00\u90e8\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u5951\u7d04\u306b\u3088\u308a\u5229\u7528\u53ef\u80fd\u3001\u307e\u305f\u306f\u5b66\u8853\u7814\u7a76\u76ee\u7684\u3067\u306f\u7121\u6599\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7814\u7a76\u306e\u305f\u3081\u306e\u9577\u671f\u74b0\u5883\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30db\u30b9\u30c8<\/li>\n\n\n\n<li>\u571f\u5730\u88ab\u8986\u30de\u30c3\u30d7\u3084ASSIST E-Tools\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>FEH\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u6d2a\u6c34\u4e88\u6e2c\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u74b0\u5883\u7ba1\u7406\u306e\u305f\u3081\u306e\u30a6\u30a7\u30d6\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u5b66\u8853\u7684\u304a\u3088\u3073\u5546\u696d\u7684\u306a\u76ee\u7684\u3067\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u3068\u751f\u614b\u5b66\u306e\u30c7\u30fc\u30bf\u3092\u7814\u7a76\u3059\u308b\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u74b0\u5883\u6226\u7565\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3059\u308b\u653f\u7b56\u7acb\u6848\u8005<\/li>\n\n\n\n<li>\u6301\u7d9a\u53ef\u80fd\u306a\u571f\u5730\u7ba1\u7406\u3092\u8a08\u753b\u3059\u308b\u8fb2\u5bb6<\/li>\n\n\n\n<li>\u751f\u7269\u591a\u69d8\u6027\u3068\u751f\u606f\u5730\u3092\u76e3\u8996\u3059\u308b\u81ea\u7136\u4fdd\u8b77\u6d3b\u52d5\u5bb6<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.ceh.ac.uk<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: +44 (0)1248 374500<\/li>\n\n\n\n<li>\u4f4f\u6240:Environment Center Wales, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/uk-centre-for-ecology-hydrology<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/UKCentreforEcologyandHydrology<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/UK_CEH<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/KYRO-AI.jpg\" alt=\"\" class=\"wp-image-179323\" style=\"width:168px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/KYRO-AI.jpg 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/KYRO-AI-300x300.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/KYRO-AI-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/KYRO-AI-12x12.jpg 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u30ab\u30a4\u30ed<\/h2>\n\n\n\n<p>KYRO\u306f\u3001\u5efa\u8a2d\u3001\u690d\u751f\u7ba1\u7406\u3001\u516c\u5171\u4e8b\u696d\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u306e\u696d\u754c\u5411\u3051\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30d5\u30a9\u30fc\u30e0\u3084\u30bf\u30a4\u30e0\u30b7\u30fc\u30c8\u3092\u542b\u3080\u4e00\u5143\u5316\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3001\u30bf\u30b9\u30af\u8ffd\u8de1\u3001\u6587\u66f8\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001\u73fe\u5834\u4f5c\u696d\u54e1\u306f\u4f5c\u696d\u6642\u9593\u3092\u8a18\u9332\u3057\u3001\u691c\u67fb\u3092\u5b9f\u65bd\u3057\u3001\u66f8\u985e\u3092\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76e3\u7763\u3068\u5831\u544a\u30d7\u30ed\u30bb\u30b9\u3092\u52b9\u7387\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u8a2d\u8a08\u56f3\u3001\u5951\u7d04\u66f8\u3001\u5b89\u5168\u5831\u544a\u66f8\u306a\u3069\u306e\u6587\u66f8\u3092\u4fdd\u5b58\u30fb\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u6587\u66f8\u7ba1\u7406\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u66f4\u65b0\u3068\u30bf\u30b9\u30af\u8ffd\u8de1\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u8907\u6570\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002KYRO\u306f\u3001\u3059\u3050\u306b\u4f7f\u7528\u3067\u304d\u308b\u30c7\u30b8\u30bf\u30eb\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u67fb\u3084\u8acb\u6c42\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u7c21\u7d20\u5316\u3057\u3001\u73fe\u5834\u4f5c\u696d\u306e\u696d\u52d9\u52b9\u7387\u5411\u4e0a\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u30bf\u30b9\u30af\u7ba1\u7406\u3092\u4e00\u5143\u5316<\/li>\n\n\n\n<li>\u691c\u67fb\u3068\u30ec\u30dd\u30fc\u30c8\u7528\u306e\u30c7\u30b8\u30bf\u30eb\u30d5\u30a9\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u73fe\u5834\u4f5c\u696d\u54e1\u306e\u6642\u9593\u8ffd\u8de1\u3092\u53ef\u80fd\u306b\u3059\u308b<\/li>\n\n\n\n<li>\u8a2d\u8a08\u56f3\u3084\u5951\u7d04\u66f8\u306a\u3069\u306e\u6587\u66f8\u3092\u6574\u7406\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0\u306e\u305f\u3081\u306e\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u3092\u63d0\u4f9b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8907\u6570\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u3059\u308b\u5efa\u8a2d\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30c7\u30b8\u30bf\u30eb\u30ec\u30dd\u30fc\u30c8\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u30b5\u30fc\u30d3\u30b9\u4f5c\u696d\u54e1<\/li>\n\n\n\n<li>\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u304c\u30bf\u30b9\u30af\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8ffd\u8de1\u3059\u308b<\/li>\n\n\n\n<li>\u690d\u751f\u7ba1\u7406\u30c1\u30fc\u30e0\u306b\u3088\u308b\u696d\u52d9\u306e\u52b9\u7387\u5316<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: kyro.ai<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: contact@kyro.ai<\/li>\n\n\n\n<li>\u4f4f\u6240: KYRO Technologies Inc, 5830 Granite Pkwy, Plano, TX 75024<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/kyrosaas<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/kyrosaas<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/KYRO_AI<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/kyro.ai<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"369\" height=\"135\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/BlackSky.webp\" alt=\"\" class=\"wp-image-170437\" style=\"width:232px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/BlackSky.webp 369w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/BlackSky-300x110.webp 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/BlackSky-18x7.webp 18w\" sizes=\"(max-width: 369px) 100vw, 369px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">9. \u30d6\u30e9\u30c3\u30af\u30b9\u30ab\u30a4<\/h2>\n\n\n\n<p>BlackSky\u306f\u3001\u885b\u661f\u753b\u50cf\u3068\u5206\u6790\u3092\u7528\u3044\u3066\u5b87\u5b99\u30d9\u30fc\u30b9\u306e\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u904b\u55b6\u3057\u3066\u3044\u307e\u3059\u3002Spectra\u3068\u547c\u3070\u308c\u308b\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3068AI\u3092\u6d3b\u7528\u3057\u305f\u6d1e\u5bdf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u7279\u5b9a\u306e\u5834\u6240\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u56fd\u5bb6\u5b89\u5168\u4fdd\u969c\u3084\u7d4c\u6e08\u5206\u6790\u3068\u3044\u3063\u305f\u5206\u91ce\u3067\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5909\u5316\u3092\u8ffd\u8de1\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001BlackSky\u306e\u885b\u661f\u7fa4\u3084\u305d\u306e\u4ed6\u306e\u60c5\u5831\u6e90\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u885b\u661f\u3078\u306e\u30bf\u30b9\u30af\u5272\u308a\u5f53\u3066\u3084\u753b\u50cf\u89e3\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u76f4\u611f\u7684\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u901a\u3058\u3066\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u7ba1\u7406\u3084\u89e3\u6790\u7d50\u679c\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306a\u3069\u3001\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u73fe\u5834\u306e\u76e3\u8996\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u69d8\u3005\u306a\u696d\u754c\u306b\u304a\u3051\u308b\u6226\u7565\u7684\u304a\u3088\u3073\u6226\u8853\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u5b9f\u7528\u7684\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u89e3\u50cf\u5ea6\u306e\u885b\u661f\u753b\u50cf\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>AI\u4e3b\u5c0e\u306e\u5206\u6790\u3092\u7d71\u5408\u3057\u3066\u6d1e\u5bdf\u3092\u5f97\u308b<\/li>\n\n\n\n<li>\u7279\u5b9a\u306e\u5834\u6240\u306e\u983b\u7e41\u306a\u76e3\u8996\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u305f\u3081\u306e\u76f4\u611f\u7684\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306e\u885b\u661f\u30bf\u30b9\u30af\u3092\u6709\u52b9\u306b\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fd\u5bb6\u5b89\u5168\u4fdd\u969c\u3092\u76e3\u8996\u3059\u308b\u653f\u5e9c\u6a5f\u95a2<\/li>\n\n\n\n<li>\u7d4c\u6e08\u3084\u74b0\u5883\u306e\u5909\u5316\u3092\u5206\u6790\u3059\u308b\u4f01\u696d<\/li>\n\n\n\n<li>\u983b\u7e41\u306a\u885b\u661f\u753b\u50cf\u306e\u66f4\u65b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30ca\u30ea\u30b9\u30c8<\/li>\n\n\n\n<li>\u5b9f\u7528\u7684\u306a\u5730\u7406\u7a7a\u9593\u60c5\u5831\u3092\u5fc5\u8981\u3068\u3059\u308b\u7d44\u7e54<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.blacksky.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 1000 Dexter Ave N, Suite 300, Seattle, WA 98109<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/blackskyinc<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/BlackSky_Inc<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub.png\" alt=\"\" class=\"wp-image-179325\" style=\"width:177px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub.png 400w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-300x300.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-150x150.png 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/Sentinel-Hub-12x12.png 12w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u30bb\u30f3\u30c1\u30cd\u30eb\u30cf\u30d6<\/h2>\n\n\n\n<p>Sentinel Hub\u306f\u3001\u4e3b\u306b\u30b3\u30da\u30eb\u30cb\u30af\u30b9\u30fb\u30bb\u30f3\u30c1\u30cd\u30eb\u30fb\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3068\u51e6\u7406\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Landsat\u306a\u3069\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u5927\u898f\u6a21\u306a\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306b\u4f34\u3046\u8907\u96d1\u3055\u3092\u7c21\u7d20\u5316\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u753b\u50cf\u3092\u95b2\u89a7\u3001\u5206\u6790\u3057\u3001\u81ea\u793e\u30b7\u30b9\u30c6\u30e0\u3084\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGIS\u74b0\u5883\u306b\u7d71\u5408\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306fWeb\u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u753b\u50cf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30d5\u30eb\u89e3\u50cf\u5ea6\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u3001\u30bf\u30a4\u30e0\u30e9\u30d7\u30b9\u52d5\u753b\u306e\u4f5c\u6210\u3001\u7279\u5b9a\u306e\u5730\u57df\u3084\u5730\u70b9\u306e\u7d71\u8a08\u5206\u6790\u306a\u3069\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u3068\u30de\u30eb\u30c1\u30c6\u30f3\u30dd\u30e9\u30eb\u51e6\u7406\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u4e8b\u524d\u8a2d\u5b9a\u3055\u308c\u305f\u88fd\u54c1\u3068\u6a19\u6e96\u306eOGC Web\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u88fd\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002API\u306f\u9ad8\u5ea6\u306a\u6a5f\u80fd\u7d71\u5408\u3092\u5bb9\u6613\u306b\u3057\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3067\u304d\u307e\u3059\u3002Copernicus Browser\u3092\u542b\u3080Copernicus Data Space Ecosystem\u306f\u3001Sentinel\u30c7\u30fc\u30bf\u3078\u306e\u516c\u5f0f\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u69d8\u3005\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u51e6\u7406\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sentinel\u3001Landsat\u3001\u305d\u306e\u4ed6\u306e\u885b\u661f\u753b\u50cf\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li>Web\u30d9\u30fc\u30b9\u306e\u30d5\u30eb\u89e3\u50cf\u5ea6\u30d7\u30ec\u30d3\u30e5\u30fc\u3068\u30bf\u30a4\u30e0\u30e9\u30d7\u30b9\u6a5f\u80fd<\/li>\n\n\n\n<li>\u30aa\u30f3\u30b6\u30d5\u30e9\u30a4\u88fd\u54c1\u4f5c\u6210\u306e\u305f\u3081\u306e\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8<\/li>\n\n\n\n<li>OGC Web \u30b5\u30fc\u30d3\u30b9\u306b\u3088\u308b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3 \u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u6a5f\u80fd\u958b\u767a\u306e\u305f\u3081\u306eAPI<\/li>\n\n\n\n<li>\u591a\u6642\u70b9\u304a\u3088\u3073\u7d71\u8a08\u5206\u6790\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5206\u6790\u306e\u305f\u3081\u306b\u885b\u661f\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u958b\u767a\u8005<\/li>\n\n\n\n<li>\u65e2\u5b58\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u753b\u50cf\u3092\u7d71\u5408\u3059\u308bGIS\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u5730\u7403\u89b3\u6e2c\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5fc5\u8981\u3068\u3059\u308b\u7d44\u7e54<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.sentinel-hub.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +386 (0) 1 320-61-50<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@sentinel-hub.com<\/li>\n\n\n\n<li>\u4f4f\u6240: Cvetkova ulica 29\u3001SI-1000 \u30ea\u30e5\u30d6\u30ea\u30e3\u30ca\u3001\u30b9\u30ed\u30d9\u30cb\u30a2<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/showcase\/sentinel-hub<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/sentinelhub.by.planetlabs<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/sentinel_hub<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"725\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png\" alt=\"\" class=\"wp-image-168588\" style=\"width:164px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine.png 764w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-300x285.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/08\/Google-Earth-Engine-13x12.png 13w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. Google Earth\u30a8\u30f3\u30b8\u30f3<\/h2>\n\n\n\n<p>Google Earth Engine \u306f\u3001\u81a8\u5927\u306a\u885b\u661f\u753b\u50cf\u3068\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5f37\u529b\u306a\u5206\u6790\u6a5f\u80fd\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u6570\u5341\u5e74\u5206\u306e\u904e\u53bb\u753b\u50cf\u304c\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u7403\u8868\u9762\u306e\u5909\u5316\u3092\u691c\u77e5\u3057\u3001\u50be\u5411\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u5dee\u7570\u3092\u5b9a\u91cf\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u901a\u3058\u3066\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u8fb2\u696d\u3001\u707d\u5bb3\u5bfe\u5fdc\u306a\u3069\u306e\u5206\u91ce\u3067\u306e\u6d3b\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Python\u3068JavaScript\u3067\u5229\u7528\u53ef\u80fd\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0API\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5927\u898f\u6a21\u306a\u30a4\u30f3\u30d5\u30e9\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u8907\u96d1\u306a\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u30bf\u30a4\u30e0\u30e9\u30d7\u30b9\u306a\u3069\u306e\u6a5f\u80fd\u306f\u3001\u9577\u671f\u7684\u306a\u74b0\u5883\u5909\u5316\u3092\u8996\u899a\u7684\u306b\u628a\u63e1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u5b66\u8853\u7814\u7a76\u76ee\u7684\u3067\u306f\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u304c\u3001\u5546\u7528\u5229\u7528\u3082\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u304a\u308a\u3001\u79d1\u5b66\u8005\u304b\u3089\u958b\u767a\u8005\u307e\u3067\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u904e\u53bb\u304a\u3088\u3073\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5e83\u7bc4\u306a\u30ab\u30bf\u30ed\u30b0<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u305f\u3081\u306e Python \u304a\u3088\u3073 JavaScript API<\/li>\n\n\n\n<li>\u30c8\u30ec\u30f3\u30c9\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u74b0\u5883\u306e\u5909\u5316\u3092\u691c\u51fa\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n<li>\u9577\u671f\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u30bf\u30a4\u30e0\u30e9\u30d7\u30b9\u6a5f\u80fd<\/li>\n\n\n\n<li>\u5b66\u8853\u7814\u7a76\u76ee\u7684\u3067\u306e\u7121\u6599\u30a2\u30af\u30bb\u30b9<\/li>\n\n\n\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u51e6\u7406\u6a5f\u80fd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u74b0\u5883\u3084\u571f\u5730\u5229\u7528\u306e\u5909\u5316\u3092\u7814\u7a76\u3059\u308b\u79d1\u5b66\u8005<\/li>\n\n\n\n<li>\u5730\u7406\u7a7a\u9593\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u958b\u767a\u8005<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u885b\u661f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3059\u308b\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u5730\u7406\u7a7a\u9593\u51e6\u7406\u3092\u5fc5\u8981\u3068\u3059\u308b\u7d44\u7e54<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: earthengine.google.com<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"256\" height=\"150\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/Pix4D_logo.png\" alt=\"\" class=\"wp-image-174901\" style=\"width:200px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/Pix4D_logo.png 256w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/03\/Pix4D_logo-18x12.png 18w\" sizes=\"(max-width: 256px) 100vw, 256px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">12. PIX4D<\/h2>\n\n\n\n<p>PIX4D\u306f\u3001\u30c9\u30ed\u30fc\u30f3\u304a\u3088\u3073\u5730\u4e0a\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u7279\u5316\u3057\u305f\u5199\u771f\u6e2c\u91cf\u7528\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u30b9\u30a4\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30de\u30c3\u30d4\u30f3\u30b0\u3001\u9032\u6357\u72b6\u6cc1\u306e\u8ffd\u8de1\u3001\u73fe\u5834\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210\u306e\u305f\u3081\u306ePIX4Dcloud\u3068\u3001\u30d7\u30ed\u4ed5\u69d8\u306e\u5199\u771f\u6e2c\u91cf\u306e\u305f\u3081\u306ePIX4Dmatic\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002RTK\u3068LiDAR\u3092\u642d\u8f09\u3057\u305fPIX4Dcatch\u306f\u3001\u9ad8\u7cbe\u5ea63D\u30b9\u30ad\u30e3\u30f3\u3068\u62e1\u5f35\u73fe\u5b9f\uff08AR\uff09\u306b\u3088\u308b\u5b9f\u4e16\u754cCAD\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u88ab\u5bb3\u8a55\u4fa1\u3084\u5efa\u7bc9\u8a2d\u8a08\u306a\u3069\u306e\u7528\u9014\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u69d8\u3005\u306a\u30c9\u30ed\u30fc\u30f3\u3068\u306e\u4e92\u63db\u6027\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002PIX4D\u306e\u30c4\u30fc\u30eb\u306f\u3001\u7a7a\u4e2d\u304a\u3088\u3073\u5730\u4e0a\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u8a73\u7d30\u306a\u5730\u56f3\u3084\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u5b9a\u671f\u7684\u306a\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308a\u4e92\u63db\u6027\u304c\u78ba\u4fdd\u3055\u308c\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u5206\u6790\u30d7\u30ed\u30bb\u30b9\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u65b0\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30ed\u30fc\u30f3\u3068\u5730\u4e0a\u5199\u771f\u6e2c\u91cf\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n<li>\u30aa\u30f3\u30e9\u30a4\u30f3\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u30b5\u30a4\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u305f\u3081\u306ePIX4Dcloud<\/li>\n\n\n\n<li>RTK\u3068LiDAR\u3092\u642d\u8f09\u3057\u305fPIX4Dcatch\u3067\u9ad8\u7cbe\u5ea6\u30b9\u30ad\u30e3\u30f3\u3092\u5b9f\u73fe<\/li>\n\n\n\n<li>CAD\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u62e1\u5f35\u73fe\u5b9f\u306e\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u30c9\u30ed\u30fc\u30f3\u30bf\u30a4\u30d7\u3068\u306e\u4e92\u63db\u6027<\/li>\n\n\n\n<li>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u95a2\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6b63\u78ba\u306a3D\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u6e2c\u91cf\u58eb<\/li>\n\n\n\n<li>\u5efa\u7bc9\u30fb\u5efa\u8a2d\u306e\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u7dca\u6025\u5bfe\u5fdc\u8981\u54e1\u306f\u8fc5\u901f\u306a\u88ab\u5bb3\u8a55\u4fa1\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u30c9\u30ed\u30fc\u30f3\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7d71\u5408\u3059\u308b\u30e6\u30fc\u30b6\u30fc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.pix4d.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +41 21 552 05 90<\/li>\n\n\n\n<li>\u4f4f\u6240: Route de Renens 24, 1008 Prilly, \u30b9\u30a4\u30b9<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/pix4d<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/Pix4D<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/pix4d<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/pix4d_official<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"477\" height=\"106\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/blue-Marble-Geographics.png\" alt=\"\" class=\"wp-image-176788\" style=\"width:288px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/blue-Marble-Geographics.png 477w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/blue-Marble-Geographics-300x67.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/05\/blue-Marble-Geographics-18x4.png 18w\" sizes=\"(max-width: 477px) 100vw, 477px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">13. \u30d6\u30eb\u30fc\u30de\u30fc\u30d6\u30eb\u30b8\u30aa\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9<\/h2>\n\n\n\n<p>Blue Marble Geographics\u306f\u3001GIS\u304a\u3088\u3073\u6e2c\u5730\u5b66\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u30c4\u30fc\u30eb\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u51e6\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u793e\u306f\u3001\u5e45\u5e83\u3044\u7a7a\u9593\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5730\u5f62\u306e\u4f5c\u6210\u3001\u7de8\u96c6\u30013D\u89e3\u6790\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u5099\u3048\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u300cGlobal Mapper\u300d\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001Global Mapper Pro\u306b\u306f\u3001LIDAR\u51e6\u7406\u3001\u5199\u771f\u6e2c\u91cf\u3001Python\u30b9\u30af\u30ea\u30d7\u30c8\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001Global Mapper Mobile\u306f\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u3068\u89e3\u6790\u6a5f\u80fd\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5730\u7406\u8a08\u7b97\u6a5f\u306f\u3001\u5ea7\u6a19\u5909\u63db\u3068\u6e2c\u91cf\u57fa\u6e96\u7cfb\u5909\u63db\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3001\u6e2c\u91cf\u304a\u3088\u3073\u5730\u56f3\u4f5c\u6210\u306b\u304a\u3051\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30a4\u30fc\u30c8\u306f\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3068\u30e2\u30d0\u30a4\u30eb\u306e\u4e21\u65b9\u3067\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30ad\u30c3\u30c8\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u30c4\u30fc\u30eb\u3092\u7406\u89e3\u3057\u3001\u69d8\u3005\u306a\u5730\u7406\u7a7a\u9593\u30bf\u30b9\u30af\u3067\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u3001\u5b9a\u671f\u7684\u306a\u30a6\u30a7\u30d3\u30ca\u30fc\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30fc\u30b9\u3092\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Global Mapper\u306fGIS\u30bf\u30b9\u30af\u7528\u306e\u8907\u6570\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u5730\u5f62\u4f5c\u6210\u30013D \u89e3\u6790\u3001LIDAR \u51e6\u7406\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li>\n\n\n\n<li>\u30d5\u30a3\u30fc\u30eb\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306e Global Mapper Mobile<\/li>\n\n\n\n<li>\u5ea7\u6a19\u5909\u63db\u3068\u30c7\u30fc\u30bf\u30e0\u5909\u63db\u306e\u305f\u3081\u306e\u5730\u7406\u8a08\u7b97\u6a5f<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7d71\u5408\u7528\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30ad\u30c3\u30c8<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u305f\u3081\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30a6\u30a7\u30d3\u30ca\u30fc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u69d8\u306a\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u6271\u3046GIS\u5c02\u9580\u5bb6<\/li>\n\n\n\n<li>\u6b63\u78ba\u306a\u5ea7\u6a19\u5909\u63db\u3092\u5fc5\u8981\u3068\u3059\u308b\u6e2c\u91cf\u58eb<\/li>\n\n\n\n<li>\u30e2\u30d0\u30a4\u30eb\u30de\u30c3\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u5fc5\u8981\u3068\u3059\u308b\u73fe\u5834\u4f5c\u696d\u54e1<\/li>\n\n\n\n<li>GIS \u3092\u30ab\u30b9\u30bf\u30e0 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d71\u5408\u3059\u308b\u958b\u767a\u8005<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.bluemarblegeo.com<\/li>\n\n\n\n<li>\u96fb\u8a71: +1-207-622-4622<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: info@bluemarblegeo.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 22 Carriage Lane, Hallowell, Maine 04347 USA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/blue-marble-geographics<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/bluemarble.geographics<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/bluemarblegeo<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"697\" height=\"73\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/vegspace.png\" alt=\"\" class=\"wp-image-179326\" style=\"width:409px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/vegspace.png 697w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/vegspace-300x31.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/vegspace-18x2.png 18w\" sizes=\"(max-width: 697px) 100vw, 697px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">14. \u30d9\u30b8\u30b9\u30b1\u30fc\u30d7<\/h2>\n\n\n\n<p>VegScape\u306f\u3001\u7279\u306b\u7c73\u56fd\u306e\u4f5c\u7269\u5206\u6790\u306b\u304a\u3051\u308b\u690d\u751f\u72b6\u614b\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u7279\u5316\u3057\u305f\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u690d\u751f\u6307\u6570\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5730\u56f3\u3092\u901a\u3058\u3066\u4f5c\u7269\u306e\u72b6\u614b\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3001\u8996\u899a\u5316\u3001\u691c\u7d22\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b8\u30e7\u30fc\u30b8\u30fb\u30e1\u30a4\u30bd\u30f3\u5927\u5b66\u306e\u7a7a\u9593\u60c5\u5831\u79d1\u5b66\u30b7\u30b9\u30c6\u30e0\u30bb\u30f3\u30bf\u30fc\u3068\u5171\u540c\u3067\u958b\u767a\u3055\u308c\u305f\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001NASA\u306eMODIS\u885b\u661f\u753b\u50cf\u3092\u4f7f\u7528\u3057\u3001\u751f\u80b2\u671f\u306b\u6bce\u9031\u66f4\u65b0\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u73fe\u5728\u306e\u72b6\u6cc1\u3092\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u3057\u305f\u308a\u3001\u4f5c\u7269\u30de\u30b9\u30af\u3092\u91cd\u306d\u5408\u308f\u305b\u3066\u8fb2\u5730\u3092\u8b58\u5225\u3057\u305f\u308a\u3001NDVI\u306a\u3069\u306e\u690d\u751f\u6307\u6a19\u3092\u5206\u6790\u3057\u3066\u4f5c\u7269\u306e\u5065\u5168\u6027\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001Google Earth\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3078\u306e\u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3092\u4ecb\u3057\u3066\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002VegScape\u306f\u3001\u7279\u5225\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u690d\u751f\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3b\u306a\u30cf\u30a4\u30e9\u30a4\u30c8:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7c73\u56fd\u306e\u8fb2\u4f5c\u7269\u72b6\u6cc1\u30c7\u30fc\u30bf\u306e\u9031\u6b21\u66f4\u65b0<\/li>\n\n\n\n<li>NDVI\u306e\u3088\u3046\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u690d\u751f\u6307\u6a19<\/li>\n\n\n\n<li>\u4f5c\u7269\u5206\u6790\u306e\u305f\u3081\u306e\u6b74\u53f2\u7684\u6bd4\u8f03<\/li>\n\n\n\n<li>\u8fb2\u5730\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306e\u4f5c\u7269\u30de\u30b9\u30af\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<\/li>\n\n\n\n<li>Google Earth \u304a\u3088\u3073\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30a2\u30af\u30bb\u30b9\u306b\u7279\u5225\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u306a\u30e6\u30fc\u30b6\u30fc:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f5c\u7269\u306e\u72b6\u614b\u3092\u5206\u6790\u3059\u308b\u8fb2\u696d\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u690d\u751f\u306e\u5065\u5eb7\u72b6\u614b\u3092\u76e3\u8996\u3059\u308b\u8fb2\u5bb6<\/li>\n\n\n\n<li>\u8fb2\u4f5c\u7269\u3078\u306e\u74b0\u5883\u5f71\u97ff\u3092\u7814\u7a76\u3059\u308b\u30a2\u30ca\u30ea\u30b9\u30c8<\/li>\n\n\n\n<li>\u7279\u5225\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u308f\u305a\u306b\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u9023\u7d61\u5148\uff1a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: nassgeo.csiss.gmu.edu\/VegScape<\/li>\n\n\n\n<li>\u96fb\u8a71: (800) 727-9540<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: NASS-Media@usda.gov<\/li>\n\n\n\n<li>\u4f4f\u6240: 1400 Independence Ave., SW, Washington, DC 20250<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/USDA<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/usda_nass<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>\u9069\u5207\u306a\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb\u3092\u9078\u3076\u306b\u306f\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u7814\u7a76\u306a\u3069\u3001\u4f55\u306b\u4f7f\u3046\u306e\u304b\u304c\u91cd\u8981\u3067\u3059\u3002\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u9ad8\u6027\u80fd\u306a\u885b\u661f\u30d9\u30fc\u30b9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u4f7f\u3044\u3084\u3059\u3044\u30c9\u30ed\u30fc\u30f3\u30a2\u30d7\u30ea\u307e\u3067\u3001\u512a\u308c\u305f\u9078\u629e\u80a2\u304c\u8c4a\u5bcc\u306b\u3042\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u3001\u4e88\u7b97\u306b\u5408\u3044\u3001\u4f5c\u696d\u5bfe\u8c61\u306e\u571f\u5730\u306b\u95a2\u3059\u308b\u3088\u308a\u826f\u3044\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u3067\u3059\u3002\u6642\u9593\u3092\u304b\u3051\u3066\u30c4\u30fc\u30eb\u3092\u541f\u5473\u3057\u3001\u53ef\u80fd\u3067\u3042\u308c\u3070\u3044\u304f\u3064\u304b\u8a66\u3057\u3066\u307f\u3066\u3001\u4f5c\u696d\u3092\u697d\u306b\u3057\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u30c4\u30fc\u30eb\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Whether you&#8217;re managing a farm, monitoring forests, or working in environmental science, understanding vegetation health is key. Thankfully, modern tools make it easier than ever to track plant growth, detect stress, and plan effectively. From satellite data to drone imagery and remote sensing software, let\u2019s break down the best vegetation analysis tools that professionals and everyday users rely on. 1. FlyPix AI We offer a geospatial analysis platform that uses artificial intelligence to process satellite and aerial imagery. Our system enables users to detect and analyze objects within geospatial images, supporting tasks like identifying specific items and tracking changes over time. We provide tools to train custom AI models, allowing [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":179319,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-179318","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 Vegetation Analysis Tools for Accurate Insights<\/title>\n<meta name=\"description\" content=\"Explore the best vegetation analysis tools used in agriculture, forestry, and environmental monitoring to make smarter land and crop decisions.\" \/>\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\/vegetation-analysis-tools\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top Vegetation Analysis Tools for Accurate Insights\" \/>\n<meta property=\"og:description\" content=\"Explore the best vegetation analysis tools used in agriculture, forestry, and environmental monitoring to make smarter land and crop decisions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/vegetation-analysis-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-13T13:33:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-25T14:22:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"853\" \/>\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\\\/vegetation-analysis-tools\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Best Vegetation Analysis Tools for Smarter Land Management\",\"datePublished\":\"2025-07-13T13:33:25+00:00\",\"dateModified\":\"2025-07-25T14:22:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/\"},\"wordCount\":3351,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/rice-fields-7247360_1280.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/\",\"name\":\"Top Vegetation Analysis Tools for Accurate Insights\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/rice-fields-7247360_1280.jpg\",\"datePublished\":\"2025-07-13T13:33:25+00:00\",\"dateModified\":\"2025-07-25T14:22:47+00:00\",\"description\":\"Explore the best vegetation analysis tools used in agriculture, forestry, and environmental monitoring to make smarter land and crop decisions.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#primaryimage\",\"url\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/rice-fields-7247360_1280.jpg\",\"contentUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/rice-fields-7247360_1280.jpg\",\"width\":1280,\"height\":853},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/vegetation-analysis-tools\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/flypix.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Best Vegetation Analysis Tools for Smarter Land Management\"}]},{\"@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":"\u6b63\u78ba\u306a\u6d1e\u5bdf\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d7\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb","description":"\u8fb2\u696d\u3001\u6797\u696d\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u4f7f\u7528\u3055\u308c\u308b\u6700\u9ad8\u306e\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb\u3092\u8abf\u3079\u3066\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u571f\u5730\u3068\u4f5c\u7269\u306e\u6c7a\u5b9a\u3092\u4e0b\u3057\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\/vegetation-analysis-tools\/","og_locale":"ja_JP","og_type":"article","og_title":"Top Vegetation Analysis Tools for Accurate Insights","og_description":"Explore the best vegetation analysis tools used in agriculture, forestry, and environmental monitoring to make smarter land and crop decisions.","og_url":"https:\/\/flypix.ai\/ja\/vegetation-analysis-tools\/","og_site_name":"Flypix","article_published_time":"2025-07-13T13:33:25+00:00","article_modified_time":"2025-07-25T14:22:47+00:00","og_image":[{"width":1280,"height":853,"url":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.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\/vegetation-analysis-tools\/#article","isPartOf":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/"},"author":{"name":"FlyPix AI Team","@id":"https:\/\/flypix.ai\/#\/schema\/person\/762b2907c30a8062bd4dc28816c472e3"},"headline":"Best Vegetation Analysis Tools for Smarter Land Management","datePublished":"2025-07-13T13:33:25+00:00","dateModified":"2025-07-25T14:22:47+00:00","mainEntityOfPage":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/"},"wordCount":3351,"commentCount":0,"publisher":{"@id":"https:\/\/flypix.ai\/#organization"},"image":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.jpg","articleSection":["Articles"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/","url":"https:\/\/flypix.ai\/vegetation-analysis-tools\/","name":"\u6b63\u78ba\u306a\u6d1e\u5bdf\u306e\u305f\u3081\u306e\u30c8\u30c3\u30d7\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb","isPartOf":{"@id":"https:\/\/flypix.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#primaryimage"},"image":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.jpg","datePublished":"2025-07-13T13:33:25+00:00","dateModified":"2025-07-25T14:22:47+00:00","description":"\u8fb2\u696d\u3001\u6797\u696d\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3067\u4f7f\u7528\u3055\u308c\u308b\u6700\u9ad8\u306e\u690d\u751f\u5206\u6790\u30c4\u30fc\u30eb\u3092\u8abf\u3079\u3066\u3001\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u571f\u5730\u3068\u4f5c\u7269\u306e\u6c7a\u5b9a\u3092\u4e0b\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/flypix.ai\/vegetation-analysis-tools\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#primaryimage","url":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.jpg","contentUrl":"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/rice-fields-7247360_1280.jpg","width":1280,"height":853},{"@type":"BreadcrumbList","@id":"https:\/\/flypix.ai\/vegetation-analysis-tools\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/flypix.ai\/"},{"@type":"ListItem","position":2,"name":"Best Vegetation Analysis Tools for Smarter Land Management"}]},{"@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\/179318","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=179318"}],"version-history":[{"count":0,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/posts\/179318\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media\/179319"}],"wp:attachment":[{"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/media?parent=179318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/categories?post=179318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/flypix.ai\/ja\/wp-json\/wp\/v2\/tags?post=179318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}