{"id":181161,"date":"2025-11-11T13:54:19","date_gmt":"2025-11-11T13:54:19","guid":{"rendered":"https:\/\/flypix.ai\/?p=181161"},"modified":"2025-11-11T13:54:21","modified_gmt":"2025-11-11T13:54:21","slug":"pollution-source-identification-tools","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/pollution-source-identification-tools\/","title":{"rendered":"\u6700\u9ad8\u306e\u6c5a\u67d3\u6e90\u7279\u5b9a\u30c4\u30fc\u30eb"},"content":{"rendered":"<p>\u6c5a\u67d3\u306e\u767a\u751f\u6e90\u3092\u7a81\u304d\u6b62\u3081\u308b\u306e\u306f\u3001\u6587\u5b57\u901a\u308a\u7159\u3092\u8ffd\u3044\u304b\u3051\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u5de5\u5834\u306e\u6392\u6c17\u30ac\u30b9\u304c\u8857\u4e2d\u3092\u6f02\u3046\u5834\u5408\u3067\u3082\u3001\u6cb3\u5ddd\u3092\u6fc1\u3089\u305b\u308b\u5834\u5408\u3067\u3082\u3001\u767a\u751f\u6e90\u306f\u9069\u5207\u306a\u6280\u8853\u306b\u3088\u3063\u3066\u7126\u70b9\u304c\u5b9a\u307e\u308b\u307e\u3067\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u5834\u6240\u306b\u96a0\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u5927\u624b\u4f01\u696d\u306f\u73fe\u5728\u3001\u885b\u661f\u753b\u50cf\u3001AI\u306b\u3088\u308b\u753b\u50cf\u30b9\u30ad\u30e3\u30f3\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u751f\u30c7\u30fc\u30bf\u3092\u660e\u78ba\u306a\u624b\u304c\u304b\u308a\u3078\u3068\u5909\u3048\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u74b0\u5883\u4fdd\u8b77\u56e3\u4f53\u3001\u898f\u5236\u5f53\u5c40\u3001\u7814\u7a76\u8005\u304c\u3001\u65e5\u3005\u306e\u706b\u707d\u8b66\u5831\u304b\u3089\u5730\u4e0a\u306e\u5316\u5b66\u7269\u8cea\u306e\u75d5\u8de1\u307e\u3067\u3001\u554f\u984c\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u3088\u308a\u7684\u78ba\u3067\u7684\u3092\u7d5e\u3063\u305f\u6d44\u5316\u6d3b\u52d5\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"311\" height=\"67\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png\" alt=\"\" class=\"wp-image-155864\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo.png 311w, https:\/\/flypix.ai\/wp-content\/uploads\/2023\/01\/flypixai-Green-header-logo-300x65.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/h2>\n\n\n\n<p>FlyPix AI\u306f\u3001\u5730\u7406\u7a7a\u9593\u753b\u50cf\u5206\u6790\u306b\u304a\u3051\u308b\u81a8\u5927\u306a\u51e6\u7406\u3092\u62c5\u3046\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u885b\u661f\u753b\u50cf\u3001\u822a\u7a7a\u5199\u771f\u3001\u30c9\u30ed\u30fc\u30f3\u64ae\u5f71\u3055\u308c\u305f\u6620\u50cf\u304b\u3089\u3001\u624b\u4f5c\u696d\u306b\u3088\u308b\u5165\u529b\u3092\u307b\u3068\u3093\u3069\u5fc5\u8981\u3068\u305b\u305a\u306b\u7269\u4f53\u306e\u4f4d\u7f6e\u3092\u7279\u5b9a\u3057\u3001\u8f2a\u90ed\u3092\u63cf\u304f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u30e9\u30b9\u30bf\u30fc\u753b\u50cf\u307e\u305f\u306f\u753b\u50cf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5efa\u7269\u304b\u3089\u690d\u751f\u306b\u81f3\u308b\u307e\u3067\u3042\u3089\u3086\u308b\u7269\u4f53\u3092\u691c\u51fa\u3057\u3001\u30d9\u30af\u30bf\u30fc\u753b\u50cf\u3068\u3057\u3066\u62bd\u51fa\u3057\u3066\u3055\u3089\u306b\u8a73\u7d30\u306b\u691c\u8a0e\u3057\u307e\u3059\u3002\u6797\u696d\u3084\u6e2f\u6e7e\u306a\u3069\u3001\u5bc6\u96c6\u3057\u305f\u5730\u5f62\u3067\u306f\u7d30\u90e8\u306e\u7279\u5b9a\u304c\u56f0\u96e3\u306a\u5206\u91ce\u3067\u3082\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6ce8\u91c8\u306b\u57fa\u3065\u3044\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002AI\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u95a2\u9023\u3059\u308b\u7279\u5b9a\u306e\u6a5f\u80fd\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u4e0d\u8981\u3067\u3059\u3002\u5206\u6790\u3068\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306e\u305f\u3081\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u5206\u304b\u308a\u3084\u3059\u304f\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u30d9\u30fc\u30b7\u30c3\u30af\u306a\u6a5f\u80fd\u304b\u3089\u5b8c\u5168\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u307e\u3067\u3001\u5e45\u5e83\u3044\u30d7\u30e9\u30f3\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>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u5730\u7406\u7a7a\u9593\u753b\u50cf\u4e0a\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u691c\u51fa\u3092\u5b9f\u884c\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ecb\u3057\u3066\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059<\/li>\n\n\n\n<li>\u30d9\u30af\u30bf\u30fc\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3068\u5206\u6790\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u51e6\u7406\u3092\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>\u68ee\u6797\u7ba1\u7406\u8005\u304c\u6a39\u6728\u88ab\u8986\u306e\u5909\u5316\u3092\u30de\u30c3\u30d4\u30f3\u30b0<\/li>\n\n\n\n<li>\u8239\u8236\u306e\u52d5\u304d\u3092\u8ffd\u8de1\u3059\u308b\u6e2f\u6e7e\u904b\u55b6\u8005<\/li>\n\n\n\n<li>\u653f\u5e9c\u6a5f\u95a2\u306b\u3088\u308b\u30a4\u30f3\u30d5\u30e9\u691c\u67fb<\/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=\"354\" height=\"142\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/ESRI-ArcGIS-Pro.jpg\" alt=\"\" class=\"wp-image-171936\" style=\"width:261px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/ESRI-ArcGIS-Pro.jpg 354w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/ESRI-ArcGIS-Pro-300x120.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/12\/ESRI-ArcGIS-Pro-18x7.jpg 18w\" sizes=\"(max-width: 354px) 100vw, 354px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2. ArcGIS Pro<\/h2>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u5730\u56f3\u4e0a\u3067\u89e3\u91c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u304d\u306b\u3001\u3053\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7GIS\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u6d3b\u7528\u3057\u307e\u3059\u30022D\u307e\u305f\u306f3D\u30ec\u30a4\u30e4\u30fc\u4e0a\u3067\u306e\u57fa\u672c\u7684\u306a\u7de8\u96c6\u304b\u3089\u8907\u96d1\u306a\u5206\u6790\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u885b\u661f\u753b\u50cf\u3068\u5730\u4e0a\u6e2c\u5b9a\u5024\u3092\u91cd\u306d\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5927\u6c17\u8cea\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8ffd\u8de1\u3057\u305f\u308a\u3001\u6c5a\u67d3\u306e\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u3092\u7279\u5b9a\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c1\u6642\u9593\u3054\u3068\u306e\u4e8c\u9178\u5316\u7a92\u7d20\u6e2c\u5b9a\u5024\u306a\u3069\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u5730\u57df\u306b\u304a\u3051\u308b\u6fc3\u5ea6\u306e\u5909\u52d5\u3092\u628a\u63e1\u3057\u3001\u767a\u751f\u6e90\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u7d44\u307f\u8fbc\u307f\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3001\u6570\u65e5\u307e\u305f\u306f\u6570\u9031\u9593\u306b\u308f\u305f\u308b\u6e2c\u5b9a\u5024\u306e\u96c6\u8a08\u3001\u5e73\u5747\u5024\u306e\u8a08\u7b97\u3001\u901a\u5e38\u3068\u306f\u7570\u306a\u308b\u7570\u5e38\u306a\u6025\u4e0a\u6607\u306e\u691c\u51fa\u306a\u3069\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5b8c\u6210\u3057\u305f\u30de\u30c3\u30d7\u3084Web\u30ec\u30a4\u30e4\u30fc\u306f\u7d44\u7e54\u5185\u306e\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u7c21\u5358\u306b\u5171\u6709\u3067\u304d\u308b\u305f\u3081\u3001\u8abf\u67fb\u4e2d\u3082\u5168\u54e1\u304c\u540c\u3058\u60c5\u5831\u3092\u5171\u6709\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>\u8868\u5f62\u5f0f\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u3092 1 \u3064\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7d71\u5408\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u6642\u9593\u30d9\u30fc\u30b9\u306e\u7a7a\u6c17\u8cea\u8ffd\u8de1\u306e\u305f\u3081\u306e\u591a\u6b21\u5143\u30e9\u30b9\u30bf\u30fc\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u6c5a\u67d3\u30d1\u30bf\u30fc\u30f3\u306e\u96c6\u7d04\u3068\u7570\u5e38\u691c\u51fa\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u7d50\u679c\u3092\u30a6\u30a7\u30d6\u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u5370\u5237\u53ef\u80fd\u306a\u30de\u30c3\u30d7\u3068\u3057\u3066\u516c\u958b\u3067\u304d\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\u57df\u306e\u5927\u6c17\u3084\u6c34\u8cea\u3092\u76e3\u8996\u3059\u308b\u74b0\u5883\u6a5f\u95a2<\/li>\n\n\n\n<li>\u7523\u696d\u6392\u51fa\u7269\u306e\u5f71\u97ff\u3092\u8a55\u4fa1\u3059\u308b\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/li>\n\n\n\n<li>\u9577\u671f\u7684\u306a\u6c5a\u67d3\u50be\u5411\u3092\u7814\u7a76\u3059\u308b\u7814\u7a76\u30b0\u30eb\u30fc\u30d7<\/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\"><img decoding=\"async\" width=\"156\" height=\"167\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/QNSPECT.png\" alt=\"\" class=\"wp-image-181163\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/QNSPECT.png 156w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/QNSPECT-11x12.png 11w\" sizes=\"(max-width: 156px) 100vw, 156px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3. QNSPECT<\/h2>\n\n\n\n<p>\u3053\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30e9\u30b0\u30a4\u30f3\u306fQGIS\u5185\u3067\u52d5\u4f5c\u3057\u3001\u6d41\u57df\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u571f\u5730\u5229\u7528\u306e\u5909\u5316\u304c\u6d41\u51fa\u3084\u975e\u9762\u6e90\u6c5a\u67d3\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u5730\u5f62\u3001\u571f\u58cc\u3001\u964d\u96e8\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307f\u3001\u30c4\u30fc\u30eb\u306b\u69d8\u3005\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u6cb3\u5ddd\u3084\u6cbf\u5cb8\u5730\u57df\u306b\u6d41\u5165\u3059\u308b\u5806\u7a4d\u7269\u3068\u6c5a\u67d3\u7269\u8cea\u306e\u8ca0\u8377\u91cf\u3092\u63a8\u5b9a\u3055\u305b\u307e\u3059\u3002\u6cbf\u5cb8\u5730\u57df\u3060\u3051\u3067\u306a\u304f\u5185\u9678\u306e\u96c6\u6c34\u57df\u3067\u3082\u6a5f\u80fd\u3057\u3001\u4fb5\u98df\u3084\u6c5a\u67d3\u3055\u308c\u305f\u6d41\u51fa\u6c34\u306e\u767a\u751f\u6e90\u3092\u660e\u78ba\u306b\u628a\u63e1\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5883\u754c\u8a2d\u5b9a\u3001\u571f\u5730\u88ab\u8986\u30bf\u30a4\u30d7\u306e\u5b9a\u7fa9\u3001\u305d\u3057\u3066\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u6761\u4ef6\u304b\u3089\u306e\u51fa\u529b\u3068\u958b\u767a\u8a08\u753b\u3068\u306e\u6bd4\u8f03\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u7d50\u679c\u306f\u6d41\u51fa\u91cf\u307e\u305f\u306f\u6c5a\u67d3\u7269\u8cea\u6fc3\u5ea6\u306e\u5730\u56f3\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u308b\u305f\u3081\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u91cd\u8981\u306a\u30a8\u30ea\u30a2\u3092\u5bb9\u6613\u306b\u7279\u5b9a\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>\u8868\u9762\u6d41\u51fa\u3001\u5806\u7a4d\u7269\u3001\u975e\u70b9\u6e90\u6c5a\u67d3\u7269\u8cea\u306e\u8ca0\u8377\u3092\u63a8\u5b9a\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u571f\u5730\u5229\u7528\u3084\u6c17\u5019\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u4e26\u3079\u3066\u6bd4\u8f03\u3059\u308b<\/li>\n\n\n\n<li>QGIS \u30d0\u30fc\u30b8\u30e7\u30f3 3.22 \u4ee5\u964d\u3067\u52d5\u4f5c\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u6cbf\u5cb8\u57df\u3068\u975e\u6cbf\u5cb8\u57df\u306e\u4e21\u65b9\u306e\u6d41\u57df\u3092\u6271\u3046<\/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>\u571f\u5730\u958b\u767a\u3092\u8a08\u753b\u3059\u308b\u6d41\u57df\u7ba1\u7406\u8005<\/li>\n\n\n\n<li>\u6cbf\u5cb8\u8a08\u753b\u8005\u306b\u3088\u308b\u96e8\u6c34\u306e\u5f71\u97ff\u306e\u8a55\u4fa1<\/li>\n\n\n\n<li>\u5730\u65b9\u81ea\u6cbb\u4f53\u306b\u3088\u308b\u6d78\u98df\u30ea\u30b9\u30af\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/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: coast.noaa.gov<\/li>\n\n\n\n<li>\u4f4f\u6240: 1305 East-West Highway, 10\u968e, Silver Spring, MD 20910<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/showcase\/noaa-coastal-management<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/NOAADigitalCoast<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/NOAADigCoast<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/NOAADigitalCoast<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"335\" height=\"150\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Landsat-Program.jpg\" alt=\"\" class=\"wp-image-181164\" style=\"width:254px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Landsat-Program.jpg 335w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Landsat-Program-300x134.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Landsat-Program-18x8.jpg 18w\" sizes=\"(max-width: 335px) 100vw, 335px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u30e9\u30f3\u30c9\u30b5\u30c3\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0<\/h2>\n\n\n\n<p>\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u306e\u885b\u661f\u306f1970\u5e74\u4ee3\u521d\u982d\u304b\u3089\u5730\u7403\u306e\u9678\u5730\u8868\u9762\u306e\u753b\u50cf\u3092\u7d99\u7d9a\u7684\u306b\u64ae\u5f71\u3057\u3066\u304a\u308a\u3001\u7814\u7a76\u8005\u304c\u74b0\u5883\u5909\u5316\u3092\u8ffd\u8de1\u3059\u308b\u305f\u3081\u306e\u9577\u671f\u8a18\u9332\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u3001\u6c17\u6e29\u306e\u7570\u5e38\u3001NDVI\u306b\u3088\u308b\u690d\u751f\u306e\u5065\u5168\u6027\u3001\u305d\u3057\u3066\u6c5a\u67d3\u6e90\u306b\u7d50\u3073\u3064\u304f\u3053\u3068\u304c\u591a\u3044\u7523\u696d\u5ec3\u68c4\u7269\u3084\u5c71\u706b\u4e8b\u306e\u5146\u5019\u3092\u6349\u3048\u3066\u3044\u307e\u3059\u30022\u3064\u306e\u885b\u661f\u304c\u4f4d\u76f8\u3092\u305a\u3089\u3057\u3066\u5468\u56de\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u753b\u50cf\u304c\u983b\u7e41\u306b\u53d6\u5f97\u3055\u308c\u3001\u6025\u901f\u306a\u5909\u5316\u3092\u76e3\u8996\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30a2\u30ca\u30ea\u30b9\u30c8\u305f\u3061\u306f\u516c\u958b\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u904e\u53bb\u306e\u753b\u50cf\u3068\u73fe\u5728\u306e\u753b\u50cf\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u62e1\u5927\u3059\u308b\u713c\u3051\u8de1\u3084\u5de5\u5834\u4ed8\u8fd1\u306e\u6c34\u57df\u306e\u5909\u5316\u3068\u3044\u3063\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u4e2d\u7a0b\u5ea6\u306e\u89e3\u50cf\u5ea6\u306f\u3001\u500b\u3005\u306e\u7159\u7a81\u3092\u7279\u5b9a\u3059\u308b\u3088\u308a\u3082\u5730\u57df\u3092\u6982\u89b3\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u6570\u5341\u5e74\u306b\u308f\u305f\u308b\u9023\u7d9a\u6027\u306f\u57fa\u6e96\u3092\u8a2d\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>\u6570\u5341\u5e74\u306b\u308f\u305f\u308b\u516c\u958b\u753b\u50cf\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u71b1\u30b7\u30b0\u30cd\u30c1\u30e3\u3068\u690d\u751f\u6307\u6570\u3092\u6355\u6349<\/li>\n\n\n\n<li>\u706b\u707d\u3001\u7523\u696d\u6d41\u51fa\u3001\u571f\u5730\u88ab\u8986\u306e\u5909\u5316\u306e\u691c\u51fa\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30da\u30a2\u885b\u661f\u306b\u3088\u308b8\u65e5\u9593\u306e\u518d\u8a2a\u554f\u30b5\u30a4\u30af\u30eb\u3092\u7dad\u6301<\/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>\u9577\u671f\u7684\u306a\u6c5a\u67d3\u50be\u5411\u3092\u7814\u7a76\u3059\u308b\u79d1\u5b66\u8005<\/li>\n\n\n\n<li>\u5c71\u706b\u4e8b\u3084\u68ee\u6797\u7834\u58ca\u306e\u5f71\u97ff\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u6a5f\u95a2<\/li>\n\n\n\n<li>\u5e83\u7bc4\u56f2\u306b\u308f\u305f\u308b\u74b0\u5883\u5909\u5316\u3092\u8ffd\u8de1\u3059\u308b\u571f\u5730\u7ba1\u7406\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: landsat.gsfc.nasa.gov<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: Bruce.Cook@nasa.gov<\/li>\n\n\n\n<li>\u96fb\u8a71: (202) 358-0001<\/li>\n\n\n\n<li>\u4f4f\u6240: 300 E. Street SW, Suite 5R30, Washington, DC 20546<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/NASA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/nasa<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/NASA<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/nasa<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"976\" height=\"136\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/MODIS.png\" alt=\"\" class=\"wp-image-179883\" style=\"width:361px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/MODIS.png 976w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/MODIS-300x42.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/MODIS-768x107.png 768w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/07\/MODIS-18x3.png 18w\" sizes=\"(max-width: 976px) 100vw, 976px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u30e2\u30c7\u30a3\u30b9<\/h2>\n\n\n\n<p>\u3053\u306e\u6a5f\u5668\u306f2\u3064\u306e\u885b\u661f\u306b\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u30011\u3064\u306f\u5348\u524d\u4e2d\u306b\u8d64\u9053\u3092\u901a\u904e\u3057\u3001\u3082\u30461\u3064\u306f\u5348\u5f8c\u306b\u901a\u904e\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u30012\u3064\u306e\u885b\u661f\u304c1\u65e5\u304b2\u65e5\u306b1\u56de\u3001\u5730\u7403\u5168\u4f53\u3092\u89b3\u6e2c\u3057\u307e\u3059\u3002\u7814\u7a76\u8005\u305f\u3061\u306f36\u306e\u30b9\u30da\u30af\u30c8\u30eb\u30d0\u30f3\u30c9\u304b\u3089\u753b\u50cf\u3092\u53d6\u5f97\u3057\u3001\u5c71\u706b\u4e8b\u3084\u5de5\u5834\u306e\u30d5\u30ec\u30a2\u306a\u3069\u306e\u6c5a\u67d3\u4e8b\u8c61\u3092\u793a\u5506\u3059\u308b\u7159\u306e\u67f1\u3001\u5875\u306e\u96f2\u3001\u3042\u308b\u3044\u306f\u7a81\u767a\u7684\u306a\u71b1\u306e\u5146\u5019\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u64ae\u5f71\u3055\u308c\u305f\u751f\u753b\u50cf\u306f\u51e6\u7406\u30bb\u30f3\u30bf\u30fc\u306b\u9001\u3089\u308c\u3001\u305d\u3053\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u3063\u3066\u53cd\u5c04\u7387\u306e\u5024\u304c\u30a8\u30a2\u30ed\u30be\u30eb\u306e\u539a\u3055\u3084\u706b\u707d\u767a\u751f\u5730\u70b9\u306e\u5730\u56f3\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30a2\u30af\u30bb\u30b9\u306f\u8907\u6570\u306e\u516c\u958b\u30dd\u30fc\u30bf\u30eb\u3092\u901a\u3058\u3066\u884c\u308f\u308c\u3001\u305d\u308c\u305e\u308c\u304c\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u30dd\u30fc\u30bf\u30eb\u3067\u306f\u9678\u5730\u306e\u5909\u5316\u3001\u5225\u306e\u30dd\u30fc\u30bf\u30eb\u3067\u306f\u6d77\u8272\u3001\u5225\u306e\u30dd\u30fc\u30bf\u30eb\u3067\u306f\u6c37\u306e\u88ab\u8986\u7387\u306a\u3069\u3067\u3059\u3002\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3053\u308c\u3089\u306e\u30ec\u30a4\u30e4\u30fc\u3092\u5730\u4e0a\u30ec\u30dd\u30fc\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6c5a\u67d3\u96f2\u306e\u79fb\u52d5\u7d4c\u8def\u3084\u767a\u751f\u6e90\u3092\u8ffd\u8de1\u3059\u308b\u3053\u3068\u304c\u3088\u304f\u3042\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>\u6bce\u65e5\u3001\u671d\u3068\u5348\u5f8c\u306e\u30d1\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5730\u7403\u306e\u8868\u9762\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u53ef\u8996\u5149\u7dda\u304b\u3089\u71b1\u8d64\u5916\u7dda\u307e\u306736\u306e\u30d0\u30f3\u30c9\u3092\u6e2c\u5b9a<\/li>\n\n\n\n<li>\u30a8\u30a2\u30ed\u30be\u30eb\u3001\u706b\u707d\u3001\u571f\u5730\u88ab\u8986\u88fd\u54c1\u3092\u751f\u6210\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u5c02\u9580\u306e\u516c\u5171\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u901a\u3058\u3066\u30c7\u30fc\u30bf\u3092\u914d\u5e03\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>\u7159\u306e\u79fb\u52d5\u3092\u8ffd\u8de1\u3059\u308b\u5927\u6c17\u8cea\u4e88\u5831\u58eb<\/li>\n\n\n\n<li>\u706b\u707d\u73fe\u5834\u3092\u7279\u5b9a\u3059\u308b\u706b\u707d\u7ba1\u7406\u30e6\u30cb\u30c3\u30c8<\/li>\n\n\n\n<li>\u30a8\u30a2\u30ed\u30be\u30eb\u3068\u6c17\u8c61\u30d1\u30bf\u30fc\u30f3\u3092\u95a2\u9023\u4ed8\u3051\u308b\u6c17\u5019\u7814\u7a76<\/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: modis.gsfc.nasa.gov<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: shannell.c.frazier@nasa.gov<\/li>\n\n\n\n<li>\u96fb\u8a71: (202) 358-0001<\/li>\n\n\n\n<li>\u4f4f\u6240: 300 E. Street SW, Suite 5R30, Washington, DC 20546<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/NASA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/nasa<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/NASA<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/nasa<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"180\" height=\"180\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/TROPOMI.jpg\" alt=\"\" class=\"wp-image-181165\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/TROPOMI.jpg 180w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/TROPOMI-150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/TROPOMI-12x12.jpg 12w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u30c8\u30ed\u30dd\u30df<\/h2>\n\n\n\n<p>\u3053\u306e\u5206\u5149\u8a08\u306f\u6b27\u5dde\u306e\u885b\u661f\u306b\u642d\u8f09\u3055\u308c\u30011\u65e5\u306b1\u56de\u5730\u7403\u3092\u5468\u56de\u3057\u3001\u7d2b\u5916\u7dda\u3001\u53ef\u8996\u5149\u7dda\u3001\u8d64\u5916\u7dda\u306e\u6ce2\u9577\u306b\u308f\u305f\u308b\u592a\u967d\u5149\u306e\u53cd\u5c04\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6e2c\u5b9a\u5024\u304b\u3089\u3001\u51e6\u7406\u30c1\u30fc\u30e0\u306f\u4e8c\u9178\u5316\u7a92\u7d20\u3001\u4e8c\u9178\u5316\u786b\u9ec4\u3001\u30e1\u30bf\u30f3\u3001\u30db\u30eb\u30e0\u30a2\u30eb\u30c7\u30d2\u30c9\u3068\u3044\u3063\u305f\u30ac\u30b9\u306e\u6fc3\u5ea6\u3092\u7b97\u51fa\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u767a\u96fb\u6240\u3001\u822a\u8def\u3001\u30ac\u30b9\u6f0f\u308c\u5730\u70b9\u4ed8\u8fd1\u3067\u3088\u304f\u898b\u3089\u308c\u308b\u6307\u6a19\u3067\u3059\u3002\u5fae\u7d30\u306a\u30d4\u30af\u30bb\u30eb\u30b5\u30a4\u30ba\u306b\u3088\u308a\u3001\u90fd\u5e02\u304b\u3089\u306e\u6392\u51fa\u91cf\u3068\u8fd1\u96a3\u306e\u8fb2\u6751\u90e8\u306b\u304a\u3051\u308b\u80cc\u666f\u6fc3\u5ea6\u3092\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306f\u5927\u6c17\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u3089\u308c\u3001\u6bce\u65e5\u4e88\u5831\u3068\u518d\u5206\u6790\u304c\u884c\u308f\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u306f\u30e1\u30bf\u30f3\u306e\u6025\u6fc0\u306a\u5897\u52a0\u3092\u8b66\u544a\u3057\u3001\u8fc5\u901f\u306a\u5bfe\u5fdc\u3092\u4fc3\u3057\u307e\u3059\u3002\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u30aa\u30be\u30f3\u3068\u30a8\u30a2\u30ed\u30be\u30eb\u306e\u88fd\u54c1\u3092\u7528\u3044\u3066\u3001\u5927\u6c17\u8cea\u306e\u9577\u671f\u7684\u306a\u50be\u5411\u3092\u7814\u7a76\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\u30c3\u30b7\u30e5\u30d6\u30eb\u30fc\u30e0\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u5206\u5149\u8a08\u3067\u5730\u7403\u3092\u6bce\u65e5\u30ab\u30d0\u30fc<\/li>\n\n\n\n<li>\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u5358\u4f4d\u306e\u89e3\u50cf\u5ea6\u3067\u5fae\u91cf\u30ac\u30b9\u3068\u30a8\u30a2\u30ed\u30be\u30eb\u3092\u691c\u51fa\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u5927\u6c17\u8cea\u4e88\u6e2c\u3068\u30e1\u30bf\u30f3\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u7d2b\u5916\u7dda\u6307\u6570\u3068\u30aa\u30be\u30f3\u5c64\u306e\u76e3\u8996\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>\u5927\u6c17\u5316\u5b66\u8005\u304c\u90fd\u5e02\u306e\u6392\u51fa\u30ac\u30b9\u3092\u30de\u30c3\u30d4\u30f3\u30b0<\/li>\n\n\n\n<li>\u6cb9\u7530\u306b\u304a\u3051\u308b\u30e1\u30bf\u30f3\u6f0f\u308c\u691c\u51fa\u30d7\u30ed\u30b0\u30e9\u30e0<\/li>\n\n\n\n<li>\u6bce\u65e5\u5927\u6c17\u8cea\u901f\u5831\u3092\u767a\u8868\u3059\u308b\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>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8: www.tropomi.eu<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: EOSupport@Copernicus.esa.int<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"393\" height=\"128\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Aura-Satellite.png\" alt=\"\" class=\"wp-image-181166\" style=\"width:248px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Aura-Satellite.png 393w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Aura-Satellite-300x98.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Aura-Satellite-18x6.png 18w\" sizes=\"(max-width: 393px) 100vw, 393px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">7. \u30aa\u30fc\u30e9\u30b5\u30c6\u30e9\u30a4\u30c8<\/h2>\n\n\n\n<p>2004\u5e74\u534a\u3070\u306b\u6253\u3061\u4e0a\u3052\u3089\u308c\u305f\u3053\u306e\u63a2\u67fb\u6a5f\u306f\u3001\u73fe\u5728\u3082\u5730\u7403\u3092\u5468\u56de\u3057\u306a\u304c\u3089\u3001\u5bfe\u6d41\u570f\u304b\u3089\u6210\u5c64\u570f\u307e\u3067\u306e\u30aa\u30be\u30f3\u3001\u30a8\u30a2\u30ed\u30be\u30eb\u3001\u5fae\u91cf\u30ac\u30b9\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u53ce\u96c6\u3057\u3066\u3044\u307e\u3059\u30024\u3064\u306e\u6a5f\u5668\u304c\u9023\u643a\u3057\u3066\u52d5\u4f5c\u3057\u30011\u3064\u306f\u30de\u30a4\u30af\u30ed\u6ce2\u5e2f\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u3082\u30461\u3064\u306f\u771f\u4e0b\u304b\u3089\u7d2b\u5916\u7dda\u3092\u89b3\u6e2c\u3057\u3001\u6b8b\u308a\u306e\u6a5f\u5668\u306f\u53ef\u8996\u5149\u7dda\u3068\u8d64\u5916\u7dda\u3092\u89b3\u6e2c\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u6c5a\u67d3\u7269\u8cea\u306e\u5782\u76f4\u5206\u5e03\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u3001\u30b9\u30e2\u30c3\u30b0\u5c64\u304c\u5730\u8868\u4ed8\u8fd1\u306b\u3042\u308b\u304b\u3001\u305d\u308c\u3068\u3082\u4e0a\u7a7a\u306b\u3042\u308b\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u88fd\u54c1\u306f\u3001\u65e5\u3005\u306e\u30aa\u30be\u30f3\u30db\u30fc\u30eb\u304b\u3089\u30d0\u30a4\u30aa\u30de\u30b9\u71c3\u713c\u306b\u3088\u308b\u4e00\u9178\u5316\u70ad\u7d20\u306e\u75d5\u8de1\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u3082\u306e\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002\u30df\u30c3\u30b7\u30e7\u30f3\u8a08\u753b\u8005\u306f\u3001\u5b87\u5b99\u8239\u304c\u4eca\u5f8c\u6570\u5e74\u4ee5\u5185\u306b\u96fb\u529b\u304c\u67af\u6e07\u3059\u308b\u307e\u3067\u7a3c\u50cd\u3057\u7d9a\u3051\u308b\u3068\u4e88\u60f3\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>\u5927\u6c17\u5c64\u5168\u4f53\u306e\u30aa\u30be\u30f3\u3001\u30a8\u30a2\u30ed\u30be\u30eb\u3001\u30ac\u30b9\u3092\u6e2c\u5b9a\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u7e01\u3068\u5929\u5e95\u306e\u8996\u91ce\u5f62\u72b6\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li>\u706b\u707d\u306b\u3088\u308b\u4e00\u9178\u5316\u70ad\u7d20\u3068\u30aa\u30be\u30f3\u56de\u53ce\u3092\u8ffd\u8de1<\/li>\n\n\n\n<li>2004\u5e74\u306e\u767a\u58f2\u4ee5\u6765\u3001\u7d99\u7d9a\u7684\u306a\u8a18\u9332\u3092\u7dad\u6301<\/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>\u5b63\u7bc0\u7684\u306a\u7a74\u3092\u89b3\u6e2c\u3059\u308b\u30aa\u30be\u30f3\u76e3\u8996\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/li>\n\n\n\n<li>\u6c5a\u67d3\u7269\u8cea\u306e\u8f38\u9001\u9ad8\u5ea6\u3092\u7814\u7a76\u3059\u308b\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u5730\u4e0a\u8a2d\u7f6e\u578b\u7a7a\u6c17\u30bb\u30f3\u30b5\u30fc\u306e\u691c\u8a3c\u30b0\u30eb\u30fc\u30d7<\/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: science.nasa.gov\/mission\/aura<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: hq-section-508-help@mail.nasa.gov<\/li>\n\n\n\n<li>\u96fb\u8a71: (202) 358-0001<\/li>\n\n\n\n<li>\u4f4f\u6240: 300 E. Street SW, Suite 5R30, Washington, DC 20546<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/NASA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/nasa<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/NASA<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/nasa<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"276\" height=\"68\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Prisma-Technologies-e1762869182230.png\" alt=\"\" class=\"wp-image-170018\" style=\"width:317px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Prisma-Technologies-e1762869182230.png 276w, https:\/\/flypix.ai\/wp-content\/uploads\/2024\/10\/Prisma-Technologies-e1762869182230-18x4.png 18w\" sizes=\"(max-width: 276px) 100vw, 276px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">8. \u30d7\u30ea\u30ba\u30de<\/h2>\n\n\n\n<p>\u30a4\u30bf\u30ea\u30a2\u306e\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u885b\u661f\u306f\u3001\u4e00\u5b9a\u306e\u9ad8\u5ea6\u3067\u5468\u56de\u98db\u884c\u3057\u306a\u304c\u3089\u3001\u53ef\u8996\u5149\u304b\u3089\u77ed\u6ce2\u8d64\u5916\u7dda\u307e\u3067\u3001\u6570\u767e\u3082\u306e\u72ed\u3044\u8272\u5e2f\u57df\u3092\u6349\u3048\u305f\u753b\u50cf\u3092\u64ae\u5f71\u3057\u307e\u3059\u3002\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001\u3053\u308c\u3089\u306e\u8a73\u7d30\u306a\u30b9\u30da\u30af\u30c8\u30eb\u6307\u7d0b\u3092\u7528\u3044\u3066\u3001\u5730\u4e0a\u306e\u7269\u8cea\u3092\u5224\u5225\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5316\u5b66\u7269\u8cea\u306e\u6d41\u51fa\u3068\u81ea\u7136\u571f\u58cc\u3092\u533a\u5225\u3057\u305f\u308a\u3001\u5de5\u696d\u5730\u5e2f\u4ed8\u8fd1\u306e\u690d\u751f\u306e\u30b9\u30c8\u30ec\u30b9\u3092\u7279\u5b9a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u642d\u8f09\u3055\u308c\u305f\u30d1\u30f3\u30af\u30ed\u30de\u30c6\u30a3\u30c3\u30af\u30ab\u30e1\u30e9\u306f\u3001\u3088\u308a\u9bae\u660e\u306a\u5e7e\u4f55\u5b66\u7684\u8a73\u7d30\u3092\u8ffd\u52a0\u3057\u3001\u554f\u984c\u7b87\u6240\u306e\u6b63\u78ba\u306a\u7279\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30ea\u30af\u30a8\u30b9\u30c8\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u30dd\u30fc\u30bf\u30eb\u3092\u7d4c\u7531\u3057\u3066\u884c\u308f\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u305d\u3053\u3067\u30b7\u30fc\u30f3\u3092\u9078\u629e\u3057\u3001\u51e6\u7406\u6e08\u307f\u306e\u30ec\u30d9\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u306b\u3088\u308a\u3001\u901a\u5e38\u306e\u30d1\u30bd\u30b3\u30f3\u3067\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u8868\u793a\u3068\u5909\u63db\u304c\u7c21\u7d20\u5316\u3055\u308c\u3001\u4eca\u5f8c\u306e\u30ea\u30ea\u30fc\u30b9\u3067\u306f\u6a5f\u80fd\u8ffd\u52a0\u304c\u4e88\u5b9a\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>\u30cf\u30a4\u30d1\u30fc\u30b9\u30da\u30af\u30c8\u30eb\u30bb\u30f3\u30b5\u30fc\u3068\u30d1\u30f3\u30af\u30ed\u30de\u30c6\u30a3\u30c3\u30af\u30ab\u30e1\u30e9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li>\u30b9\u30da\u30af\u30c8\u30eb\u30b7\u30b0\u30cd\u30c1\u30e3\u3092\u4ecb\u3057\u3066\u6750\u6599\u69cb\u6210\u3092\u8b58\u5225\u3059\u308b<\/li>\n\n\n\n<li>\u6c5a\u67d3\u76e3\u8996\u3068\u8cc7\u6e90\u7ba1\u7406\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30dd\u30fc\u30bf\u30eb\u30a2\u30af\u30bb\u30b9\u3068\u51e6\u7406\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\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>\u5316\u5b66\u7269\u8cea\u306e\u8868\u9762\u75d5\u8de1\u3092\u8abf\u3079\u308b\u74b0\u5883\u7814\u7a76\u6240<\/li>\n\n\n\n<li>\u5929\u7136\u8cc7\u6e90\u3092\u7ba1\u7406\u3059\u308b\u6a5f\u95a2<\/li>\n\n\n\n<li>\u6c5a\u67d3\u73fe\u5834\u3092\u8a55\u4fa1\u3059\u308b\u7dca\u6025\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.asi.it<\/li>\n\n\n\n<li>\u96fb\u8a71: +39 06 8567.1<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: asi@asi.postacert.it<\/li>\n\n\n\n<li>\u4f4f\u6240: Via del Politecnico snc 00133 \u2013 Roma<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/agenzia-spaziale-italiana<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/agenziaspazialeitaliana<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/ASI_spazio<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/agenziaspazialeitaliana<\/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:175px;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\">9. Google Earth\u30a8\u30f3\u30b8\u30f3<\/h2>\n\n\n\n<p>\u3053\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u885b\u661f\u753b\u50cf\u3068\u74b0\u5883\u30ec\u30a4\u30e4\u30fc\u306e\u81a8\u5927\u306a\u516c\u958b\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c6\u30e9\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u72ec\u81ea\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002Python\u3084JavaScript\u3067\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u3067\u3001\u6570\u5341\u5e74\u5206\u306e\u753b\u50cf\u3092\u7cbe\u67fb\u3057\u3001\u5de5\u5834\u304b\u3089\u306e\u65b0\u305f\u306a\u7159\u3084\u3001\u6c5a\u67d3\u6e90\u3092\u793a\u5506\u3059\u308b\u713c\u3051\u8de1\u306e\u62e1\u5927\u3068\u3044\u3063\u305f\u5909\u5316\u3092\u691c\u77e5\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306fGoogle\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5927\u91cf\u306e\u8a08\u7b97\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u5730\u57df\u8abf\u67fb\u3067\u3082\u8fc5\u901f\u306b\u5b8c\u4e86\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u975e\u5546\u7528\u30e6\u30fc\u30b6\u30fc\u306f\u7121\u6599\u3067\u30d5\u30eb\u30a2\u30af\u30bb\u30b9\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u5b66\u8853\u6a5f\u95a2\u3084\u975e\u55b6\u5229\u56e3\u4f53\u306e\u9593\u3067\u4eba\u6c17\u3092\u535a\u3057\u3066\u3044\u307e\u3059\u3002\u5546\u7528\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u4f5c\u696d\u304c\u53ce\u76ca\u5316\u306b\u7e4b\u304c\u3063\u305f\u6642\u70b9\u3067\u540c\u3058\u30c4\u30fc\u30eb\u306e\u6599\u91d1\u3092\u652f\u6255\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>\u30af\u30e9\u30a6\u30c9\u3067\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u753b\u50cf\u3092\u51e6\u7406<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u5909\u66f4\u691c\u51fa\u30b9\u30af\u30ea\u30d7\u30c8\u7528\u306eAPI\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/li>\n\n\n\n<li>\u904e\u53bb\u304a\u3088\u3073\u6bce\u65e5\u66f4\u65b0\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059<\/li>\n\n\n\n<li>\u5b66\u8853\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306f\u7121\u6599<\/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>\u9577\u671f\u7684\u306a\u6392\u51fa\u50be\u5411\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u7814\u7a76\u8005<\/li>\n\n\n\n<li>\u4e0d\u6cd5\u6295\u68c4\u73fe\u5834\u3092\u8ffd\u8de1\u3059\u308b\u975e\u55b6\u5229\u56e3\u4f53<\/li>\n\n\n\n<li>\u6c5a\u67d3\u8b66\u5831\u30a2\u30d7\u30ea\u3092\u958b\u767a\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: earthengine.google.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 12396 Grant St, Thornton, CO 80241<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/google<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/Google<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/google<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/google<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"318\" height=\"158\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite.png\" alt=\"\" class=\"wp-image-180961\" style=\"width:242px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite.png 318w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite-300x149.png 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/11\/Planet-Satellite-18x9.png 18w\" sizes=\"(max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">10. \u60d1\u661f\u306e\u885b\u661f\u753b\u50cf<\/h2>\n\n\n\n<p>\u5c0f\u578b\u885b\u661f\u7fa4\u304c\u6bce\u65e5\u3001\u4e2d\u89e3\u50cf\u5ea6\u3067\u9678\u5730\u5168\u4f53\u306e\u753b\u50cf\u3092\u64ae\u5f71\u3057\u3066\u304a\u308a\u3001\u4e2d\u306b\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ba\u30fc\u30e0\u30a4\u30f3\u3067\u304d\u308b\u3082\u306e\u3082\u3042\u308b\u3002\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u6c34\u9762\u306b\u5e83\u304c\u308b\u9ed2\u3044\u6cb9\u819c\u3001\u6fc3\u3044\u7159\u306e\u8de1\u3001\u88fd\u6cb9\u6240\u4ed8\u8fd1\u306e\u958b\u58be\u5730\u306a\u3069\u3001\u7a81\u7136\u306e\u5909\u5316\u3092\u5bdf\u77e5\u3057\u3001\u904e\u53bb\u306e\u753b\u50cf\u3092\u5f15\u304d\u51fa\u3057\u3066\u904e\u53bb\u306e\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u3002\u571f\u58cc\u6c34\u5206\u30de\u30c3\u30d7\u306a\u3069\u306e\u6d3e\u751f\u30c7\u30fc\u30bf\u306f\u3001\u6c5a\u67d3\u7269\u8cea\u3092\u904b\u3076\u6d41\u51fa\u6c34\u306b\u95a2\u3059\u308b\u624b\u304c\u304b\u308a\u3068\u306a\u308b\u3002.<\/p>\n\n\n\n<p>\u30b8\u30e3\u30fc\u30ca\u30ea\u30b9\u30c8\u3084\u7814\u7a76\u8005\u306f\u3001\u8a18\u4e8b\u3084\u7814\u7a76\u8ad6\u6587\u3092\u7121\u6599\u3067\u9650\u5b9a\u7684\u306b\u95b2\u89a7\u3067\u304d\u307e\u3059\u304c\u3001\u983b\u7e41\u306b\u66f4\u65b0\u304c\u5fc5\u8981\u306a\u30bf\u30b9\u30af\u306b\u306f\u6709\u6599\u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002\u5e38\u306b\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u6700\u65b0\u306e\u60c5\u5831\u304c\u63b2\u8f09\u3055\u308c\u3066\u30821\u65e5\u4ee5\u4e0a\u7d4c\u904e\u3059\u308b\u3053\u3068\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\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>\u6bce\u65e5\u4e2d\u89e3\u50cf\u5ea6\u3067\u4e16\u754c\u5404\u5730\u306e\u6620\u50cf\u3092\u64ae\u5f71<\/li>\n\n\n\n<li>\u9078\u629e\u3057\u305f\u9818\u57df\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c<\/li>\n\n\n\n<li>\u524d\u5f8c\u306e\u6bd4\u8f03\u306e\u305f\u3081\u306e\u8a73\u7d30\u306a\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u7dad\u6301<\/li>\n\n\n\n<li>\u571f\u58cc\u6c34\u5206\u91cf\u306a\u3069\u306e\u5206\u6790\u7d50\u679c\u3092\u751f\u6210\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>\u6d41\u51fa\u307e\u305f\u306f\u706b\u707d\u306e\u5831\u544a\u3092\u78ba\u8a8d\u3059\u308b\u8abf\u67fb\u5b98<\/li>\n\n\n\n<li>\u5831\u544a\u3055\u308c\u3066\u3044\u306a\u3044\u5efa\u8a2d\u5de5\u4e8b\u3092\u767a\u898b\u3057\u305f\u90fd\u5e02\u8a08\u753b\u8005<\/li>\n\n\n\n<li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u5f71\u97ff\u3092\u76e3\u8996\u3059\u308b\u4f01\u696d<\/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.planet.com<\/li>\n\n\n\n<li>\u4f4f\u6240: 645 Harrison Street, 4\u968e, San Francisco, CA 94107<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/company\/planet-labs<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/PlanetLabs<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/planet<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/planetlabs<\/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\/2025\/01\/Global-Forest-Watch-.jpg\" alt=\"\" class=\"wp-image-173140\" style=\"width:192px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/Global-Forest-Watch-.jpg 225w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/Global-Forest-Watch--150x150.jpg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/01\/Global-Forest-Watch--12x12.jpg 12w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">11. \u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30d5\u30a9\u30ec\u30b9\u30c8\u30fb\u30a6\u30a9\u30c3\u30c1<\/h2>\n\n\n\n<p>\u4eba\u3005\u306f\u3001\u68ee\u6797\u306e\u65e5\u3005\u306e\u72b6\u6cc1\u3092\u5e38\u306b\u628a\u63e1\u3057\u305f\u3044\u6642\u306b\u3001\u3053\u306e\u30aa\u30fc\u30d7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u885b\u661f\u753b\u50cf\u3068\u5730\u4e0a\u304b\u3089\u306e\u60c5\u5831\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u60c5\u5831\u6e90\u304b\u3089\u60c5\u5831\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\u71b1\u5e2f\u5730\u65b9\u3067\u6a39\u6728\u88ab\u8986\u7387\u304c\u4f4e\u4e0b\u3059\u308b\u3068\u3001\u3059\u3050\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u30a2\u30e9\u30fc\u30c8\u304c\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4f10\u63a1\u4f5c\u696d\u54e1\u3084\u713c\u7551\u306b\u3088\u308b\u7159\u306e\u5674\u51fa\u3068\u95a2\u9023\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u5730\u56f3\u30ec\u30a4\u30e4\u30fc\u3092\u4f7f\u3048\u3070\u3001\u9053\u8def\u3001\u4f10\u63a1\u8a31\u53ef\u5730\u3001\u4fdd\u8b77\u533a\u57df\u3092\u91cd\u306d\u3066\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u65b0\u305f\u306a\u7686\u4f10\u5730\u304c\u5de5\u5834\u3084\u9271\u5c71\u306e\u96a3\u306b\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u306f\u5730\u57df\u5225\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u307e\u3068\u3081\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u306f\u6700\u65b0\u306e\u8abf\u67fb\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002\u3059\u3079\u3066\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u304c\u3001\u30ec\u30a4\u30e4\u30fc\u306e\u4e26\u3079\u66ff\u3048\u306b\u306fGIS\u306e\u77e5\u8b58\u304c\u5c11\u3057\u5fc5\u8981\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>\u71b1\u5e2f\u6797\u4f10\u63a1\u8b66\u5831\u3092\u6bce\u9031\u9001\u4fe1<\/li>\n\n\n\n<li>\u885b\u661f\u30c7\u30fc\u30bf\u3068\u571f\u5730\u5229\u7528\u30ec\u30a4\u30e4\u30fc\u3092\u7d44\u307f\u5408\u308f\u305b\u308b<\/li>\n\n\n\n<li>\u5927\u6c17\u6c5a\u67d3\u306b\u95a2\u9023\u3059\u308b\u706b\u707d\u3068\u4f10\u63a1\u3092\u8ffd\u8de1<\/li>\n\n\n\n<li>\u30de\u30c3\u30d7\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3001\u5206\u6790\u30c4\u30fc\u30eb\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>\u9055\u6cd5\u306a\u713c\u5374\u3092\u767a\u898b\u3057\u305f\u74b0\u5883\u4fdd\u8b77\u56e3\u4f53<\/li>\n\n\n\n<li>\u30b8\u30e3\u30fc\u30ca\u30ea\u30b9\u30c8\u306f\u7159\u306e\u73fe\u8c61\u3068\u571f\u5730\u306e\u5909\u5316\u3092\u95a2\u9023\u4ed8\u3051\u3066\u3044\u308b<\/li>\n\n\n\n<li>\u5730\u57df\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u8b72\u8a31\u533a\u57df\u306e\u5883\u754c\u3092\u78ba\u8a8d<\/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.globalforestwatch.org<\/li>\n\n\n\n<li>\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9: Kaitlyn.Thayer@wri.org<\/li>\n\n\n\n<li>\u4f4f\u6240: Global Forest Watch, 10 G Street NE Suite 800, Washington, DC 20002, USA<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u30c8\u30a4\u30f3: www.linkedin.com\/showcase\/globalforestwatch<\/li>\n\n\n\n<li>\u30d5\u30a7\u30a4\u30b9\u30d6\u30c3\u30af: www.facebook.com\/globalforests<\/li>\n\n\n\n<li>\u30c4\u30a4\u30c3\u30bf\u30fc: x.com\/globalforests<\/li>\n\n\n\n<li>\u30a4\u30f3\u30b9\u30bf\u30b0\u30e9\u30e0: www.instagram.com\/globalforests<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>\u307e\u3068\u3081\u308b\u3068\u3001\u4eca\u65e5\u306e\u30c4\u30fc\u30eb\u306f\u3001\u304b\u3064\u3066\u306f\u63a8\u6e2c\u306b\u983c\u3063\u3066\u3044\u305f\u4f5c\u696d\u3092\u3001\u5b9f\u969b\u306b\u884c\u52d5\u306b\u79fb\u305b\u308b\u3082\u306e\u306b\u5909\u3048\u3066\u3044\u307e\u3059\u3002\u885b\u661f\u306b\u3088\u308b\u7d20\u65e9\u3044\u901a\u904e\u3084AI\u30b9\u30ad\u30e3\u30f3\u3067\u3001\u7159\u306e\u6025\u4e0a\u6607\u3084\u7591\u308f\u3057\u3044\u6d41\u51fa\u3092\u3001\u305d\u308c\u304c\u5e83\u7bc4\u56f2\u306b\u5e83\u304c\u308b\u524d\u306b\u691c\u77e5\u3057\u3001\u898f\u5236\u5f53\u5c40\u304b\u3089\u73fe\u5730\u306e\u4f5c\u696d\u54e1\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u4eba\u3005\u306e\u982d\u3092\u60a9\u307e\u305b\u308b\u554f\u984c\u3092\u89e3\u6d88\u3067\u304d\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u4e00\u90e8\u306e\u30c4\u30fc\u30eb\u306f\u3001\u6700\u5927\u9650\u306e\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u305f\u3081\u306b\u591a\u5c11\u306e\u6280\u8853\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u4e00\u5ea6\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001\u8907\u96d1\u306a\u74b0\u5883\u554f\u984c\u306e\u8b0e\u3092\u89e3\u304d\u660e\u304b\u3059\u660e\u5feb\u3055\u306f\u4ed6\u306b\u985e\u3092\u898b\u307e\u305b\u3093\u3002\u6bce\u65e5\u306e\u30a2\u30e9\u30fc\u30c8\u304b\u3089\u8a73\u7d30\u306a\u5c65\u6b74\u8abf\u67fb\u307e\u3067\u3001\u696d\u52d9\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3079\u3070\u3001\u554f\u984c\u306e\u767a\u898b\u304b\u3089\u89e3\u6c7a\u307e\u3067\u306e\u9053\u306e\u308a\u306f\u5927\u5e45\u306b\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>Figuring out where pollution starts can feel like chasing smoke, literally. Whether it&#8217;s factory exhaust drifting over a city or runoff clouding a river, the sources often hide in plain sight until the right tech pulls them into focus. Top companies now offer a mix of satellite feeds, AI-driven image scans, and mapping platforms that turn raw data into clear leads. These tools help environmental crews, regulators, and researchers spot trouble fast, from daily fire alerts to chemical signatures on the ground, making cleanup efforts sharper and more targeted. 1. FlyPix AI We built FlyPix AI to handle the heavy lifting in geospatial image analysis, using agents that spot and [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":181162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-181161","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>Best Pollution Source Tools<\/title>\n<meta name=\"description\" content=\"Explore leading tools from top companies for pinpointing pollution sources using satellite data, AI analysis, and geospatial platforms to track emissions and environmental changes.\" \/>\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\/pollution-source-identification-tools\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best Pollution Source Tools\" \/>\n<meta property=\"og:description\" content=\"Explore leading tools from top companies for pinpointing pollution sources using satellite data, AI analysis, and geospatial platforms to track emissions and environmental changes.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/pollution-source-identification-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-11T13:54:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-11T13:54:21+00:00\" \/>\n<meta property=\"og:image\" 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