{"id":174092,"date":"2025-02-17T22:00:55","date_gmt":"2025-02-17T22:00:55","guid":{"rendered":"https:\/\/flypix.ai\/?p=174092"},"modified":"2025-02-17T22:00:58","modified_gmt":"2025-02-17T22:00:58","slug":"floodplain-mapping","status":"publish","type":"post","link":"https:\/\/flypix.ai\/ja\/floodplain-mapping\/","title":{"rendered":"\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068 SAR \u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305f\u6d2a\u6c34\u6c3e\u6feb\u539f\u30de\u30c3\u30d4\u30f3\u30b0"},"content":{"rendered":"<p>\u6d2a\u6c34\u306f\u3001\u4e16\u754c\u4e2d\u3067\u6700\u3082\u983b\u7e41\u306b\u767a\u751f\u3057\u3001\u6700\u3082\u88ab\u5bb3\u304c\u5927\u304d\u3044\u81ea\u7136\u707d\u5bb3\u306e 1 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\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306f\u3001\u6b63\u78ba\u3067\u8fc5\u901f\u304b\u3064\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u539f\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30012019 \u5e74\u306b\u7c73\u56fd\u4e2d\u897f\u90e8\u3067\u767a\u751f\u3057\u305f\u6d2a\u6c34\u3092\u30b1\u30fc\u30b9 \u30b9\u30bf\u30c7\u30a3\u3068\u3057\u3066\u53d6\u308a\u4e0a\u3052\u3001\u6d2a\u6c34\u6c3e\u6feb\u539f\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3051\u308b SAR \u30c7\u30fc\u30bf\u3068\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7d71\u5408\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u5206\u6790\u306e\u65b9\u6cd5\u8ad6\u3001\u30c4\u30fc\u30eb\u3001\u6f5c\u5728\u7684\u306a\u6539\u5584\u70b9\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"174097\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-george-desipris-753619-1024x576.jpg\" alt=\"\" class=\"wp-image-174097\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-george-desipris-753619-1024x576.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-george-desipris-753619-300x169.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-george-desipris-753619-768x432.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u9ad8\u7cbe\u5ea6\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e SAR \u6280\u8853\u306e\u6d3b\u7528: \u5229\u70b9\u3068\u5fdc\u7528<\/h2>\n\n\n\n<p>\u5149\u5b66\u885b\u661f\u753b\u50cf\u306f\u3001\u9577\u3044\u9593\u3001\u74b0\u5883\u306e\u5909\u5316\u3092\u76e3\u8996\u3057\u3001\u81ea\u7136\u707d\u5bb3\u306e\u5f71\u97ff\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u4e3b\u8981\u306a\u60c5\u5831\u6e90\u3068\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u5149\u5b66\u885b\u661f\u753b\u50cf\u306f\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u6c34\u57df\u3092\u691c\u51fa\u3057\u3001\u571f\u5730\u88ab\u8986\u306e\u5909\u5316\u3092\u8a55\u4fa1\u3057\u3001\u6d2a\u6c34\u306e\u9032\u884c\u3092\u8ffd\u8de1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u591a\u304f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u6709\u52b9\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5149\u5b66\u753b\u50cf\u306f\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u9069\u7528\u3059\u308b\u5834\u5408\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u5927\u306a\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u96f2\u91cf\u306b\u5bfe\u3059\u308b\u611f\u5ea6<\/h3>\n\n\n\n<p>\u5149\u5b66\u753b\u50cf\u306e\u6700\u5927\u306e\u8ab2\u984c\u306e 1 \u3064\u306f\u3001\u6674\u5929\u306b\u5de6\u53f3\u3055\u308c\u308b\u3053\u3068\u3067\u3059\u3002\u5149\u5b66\u885b\u661f\u306f\u753b\u50cf\u3092\u64ae\u5f71\u3059\u308b\u305f\u3081\u306b\u592a\u967d\u5149\u306b\u4f9d\u5b58\u3059\u308b\u305f\u3081\u3001\u6d2a\u6c34\u6642\u306b\u3088\u304f\u898b\u3089\u308c\u308b\u96f2\u3001\u9727\u3001\u5927\u96e8\u3092\u900f\u904e\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u3001\u5d50\u3084\u30cf\u30ea\u30b1\u30fc\u30f3\u304c\u767a\u751f\u3057\u3001\u9023\u7d9a\u3057\u305f\u96f2\u304c\u5730\u9762\u3092\u8986\u3044\u96a0\u3059\u5730\u57df\u3067\u306f\u3001\u5149\u5b66\u30bb\u30f3\u30b5\u30fc\u306f\u52b9\u679c\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u30012019 \u5e74\u306e\u4e2d\u897f\u90e8\u306e\u6d2a\u6c34\u306e\u969b\u306b\u306f\u3001\u539a\u3044\u96f2\u304c\u88ab\u707d\u5730\u57df\u306e\u8996\u754c\u3092\u906e\u3063\u305f\u305f\u3081\u3001Sentinel-2 \u306e\u5149\u5b66\u753b\u50cf\u306f\u5f79\u306b\u7acb\u305f\u306a\u304b\u3063\u305f\u3002\u5bfe\u7167\u7684\u306b\u3001\u30ec\u30fc\u30c0\u30fc\u30d9\u30fc\u30b9\u306e\u753b\u50cf\u306f\u6709\u52b9\u6027\u3092\u7dad\u6301\u3057\u3001\u6d2a\u6c34\u8a55\u4fa1\u306e\u305f\u3081\u306e\u9014\u5207\u308c\u306a\u3044\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u65e5\u5149\u4f9d\u5b58<\/h3>\n\n\n\n<p>\u5149\u5b66\u885b\u661f\u306f\u592a\u967d\u5149\u3092\u5229\u7528\u3057\u3066\u753b\u50cf\u3092\u64ae\u5f71\u3059\u308b\u305f\u3081\u3001\u591c\u9593\u306b\u753b\u50cf\u3092\u64ae\u5f71\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u6d2a\u6c34\u306f\u6025\u6fc0\u306b\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u307b\u307c\u77ac\u6642\u306e\u76e3\u8996\u304c\u5fc5\u8981\u3067\u3059\u3002\u591c\u9593\u306b\u767a\u751f\u3057\u305f\u6d2a\u6c34\u306f\u3001\u6b21\u306b\u65e5\u304c\u7167\u308b\u307e\u3067\u5149\u5b66\u885b\u661f\u3067\u8a18\u9332\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u88ab\u5bb3\u8a55\u4fa1\u3084\u5bfe\u5fdc\u6d3b\u52d5\u306b\u9045\u308c\u304c\u751f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. 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\u30bb\u30f3\u30b7\u30f3\u30b0 \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u5fc5\u8981\u6027\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u3053\u3067 SAR (\u5408\u6210\u958b\u53e3\u30ec\u30fc\u30c0\u30fc) \u304c\u767b\u5834\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SAR\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u306e\u5229\u70b9<\/h3>\n\n\n\n<p>\u5408\u6210\u958b\u53e3\u30ec\u30fc\u30c0\u30fc (SAR) \u306f\u3001\u53ef\u8996\u5149\u306e\u4ee3\u308f\u308a\u306b\u30de\u30a4\u30af\u30ed\u6ce2\u4fe1\u53f7\u3092\u4f7f\u7528\u3057\u3066\u5730\u7403\u8868\u9762\u306e\u753b\u50cf\u3092\u64ae\u5f71\u3059\u308b\u9ad8\u5ea6\u306a\u30ea\u30e2\u30fc\u30c8 \u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u3067\u3059\u3002\u5149\u5b66\u30bb\u30f3\u30b5\u30fc\u3068\u306f\u7570\u306a\u308a\u3001SAR \u306f\u592a\u967d\u5149\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u3069\u306e\u3088\u3046\u306a\u6c17\u8c61\u6761\u4ef6\u3067\u3082\u52d5\u4f5c\u3067\u304d\u308b\u305f\u3081\u3001\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u6700\u3082\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u306e 1 \u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u5168\u5929\u5019\u5bfe\u5fdc\u80fd\u529b<\/h4>\n\n\n\n<p>SAR \u306e\u6700\u5927\u306e\u5229\u70b9\u306e 1 \u3064\u306f\u3001\u96f2\u3001\u7159\u3001\u96e8\u3092\u900f\u904e\u3057\u3001\u7570\u5e38\u6c17\u8c61\u6642\u3067\u3082\u7d99\u7d9a\u7684\u306a\u76e3\u8996\u304c\u53ef\u80fd\u306a\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7dca\u6025\u30c1\u30fc\u30e0\u306f\u5d50\u306e\u72b6\u6cc1\u306b\u95a2\u4fc2\u306a\u304f\u6700\u65b0\u306e\u753b\u50cf\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u6d2a\u6c34\u5bfe\u5fdc\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u30012019 \u5e74\u306b\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u3067\u767a\u751f\u3057\u305f\u5927\u6d2a\u6c34\u306e\u969b\u306b\u306f\u3001\u539a\u3044\u96f2\u306b\u8986\u308f\u308c\u3066\u5149\u5b66\u64ae\u5f71\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001Sentinel-1 \u306e SAR \u753b\u50cf\u3092\u4f7f\u7528\u3057\u3066\u6d2a\u6c34\u3092\u76e3\u8996\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u6c34\u57df\u306e\u5909\u5316\u3092\u691c\u51fa\u3057\u3001\u707d\u5bb3\u7ba1\u7406\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u90fd\u5e02\u90e8\u3068\u8fb2\u6751\u90e8\u306b\u304a\u3051\u308b\u9ad8\u3044\u7a7a\u9593\u89e3\u50cf\u5ea6<\/h4>\n\n\n\n<p>SAR \u6280\u8853\u306f\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u3092\u64ae\u5f71\u3067\u304d\u308b\u305f\u3081\u3001\u90fd\u5e02\u90e8\u3068\u8fb2\u6751\u90e8\u306e\u4e21\u65b9\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u90fd\u5e02\u90e8\u3067\u306f\u3001SAR \u306f\u9053\u8def\u3001\u5efa\u7269\u3001\u5730\u4e0b\u30a4\u30f3\u30d5\u30e9\u3078\u306e\u6d78\u6c34\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002\u8fb2\u6751\u90e8\u3067\u306f\u3001SAR \u306f\u8fb2\u5730\u3001\u68ee\u6797\u3001\u6c3e\u6feb\u539f\u306e\u6d2a\u6c34\u3092\u8a55\u4fa1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6c34\u57df\u3068\u5f71\u306b\u306a\u3063\u3066\u3044\u308b\u90e8\u5206\u3092\u533a\u5225\u3059\u308b\u306e\u304c\u96e3\u3057\u3044\u5149\u5b66\u30bb\u30f3\u30b5\u30fc\u3068\u306f\u7570\u306a\u308a\u3001SAR \u306f\u8907\u96d1\u306a\u5730\u5f62\u3067\u3082\u6c34\u4f4d\u3092\u6b63\u78ba\u306b\u6e2c\u5b9a\u3057\u3001\u6d78\u6c34\u5730\u5e2f\u3092\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u4e00\u8cab\u3057\u305f\u6642\u9593\u7684\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/h4>\n\n\n\n<p>Sentinel-1 \u306a\u3069\u306e SAR \u885b\u661f\u306f\u3001\u56fa\u5b9a\u306e\u518d\u8a2a\u554f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u52d5\u4f5c\u3057\u3001\u4e00\u5b9a\u306e\u9593\u9694\u3067\u753b\u50cf\u3092\u64ae\u5f71\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6d2a\u6c34\u306e\u9032\u884c\u3092\u6642\u9593\u3068\u3068\u3082\u306b\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5f53\u5c40\u304c\u6c34\u306e\u52d5\u304d\u3092\u8ffd\u8de1\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u907f\u96e3\u3084\u6551\u63f4\u6d3b\u52d5\u3092\u8a08\u753b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u3001Sentinel-1 \u306f 6 \uff5e 12 \u65e5\u3054\u3068\u306b\u753b\u50cf\u3092\u53ce\u96c6\u3057\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e\u753b\u50cf\u3092\u6bd4\u8f03\u3057\u3066\u3001\u6c34\u57df\u306e\u5909\u5316\u3092\u9ad8\u7cbe\u5ea6\u3067\u691c\u51fa\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u690d\u751f\u306e\u6d78\u900f\u3068\u5730\u8868\u6c34\u306e\u691c\u51fa<\/h4>\n\n\n\n<p>SAR \u4fe1\u53f7\u306f\u8584\u3044\u690d\u751f\u3092\u900f\u904e\u3067\u304d\u308b\u305f\u3081\u3001\u6728\u3005\u306b\u8986\u308f\u308c\u305f\u5834\u6240\u3067\u3082\u6d78\u6c34\u5730\u57df\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5149\u5b66\u753b\u50cf\u3067\u306f\u6c34\u6ca1\u5730\u57df\u3092\u6349\u3048\u3089\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3001\u30de\u30f3\u30b0\u30ed\u30fc\u30d6\u3001\u6e7f\u5730\u3001\u5bc6\u6797\u306e\u3042\u308b\u5730\u57df\u3067\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001SAR \u5f8c\u65b9\u6563\u4e71\u89e3\u6790\u3067\u306f\u3001\u9759\u304b\u306a\u6c34\u57df (\u6e56\u3001\u8caf\u6c34\u6c60) \u3068\u6d41\u308c\u306e\u901f\u3044\u6d2a\u6c34\u3092\u533a\u5225\u3067\u304d\u308b\u305f\u3081\u3001\u6d2a\u6c34\u306e\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u6d1e\u5bdf\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001SAR \u30c7\u30fc\u30bf\u306f\u73fe\u5728\u3001\u707d\u5bb3\u5bfe\u5fdc\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u6c17\u5019\u8010\u6027\u8a08\u753b\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001SAR \u753b\u50cf\u3092\u624b\u52d5\u3067\u5206\u6790\u3059\u308b\u306e\u306f\u8907\u96d1\u3067\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3044\u3066\u9769\u65b0\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"684\" data-id=\"174098\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-divinetechygirl-1181263-1-1024x684.jpg\" alt=\"\" class=\"wp-image-174098\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-divinetechygirl-1181263-1-1024x684.jpg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-divinetechygirl-1181263-1-300x200.jpg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-divinetechygirl-1181263-1-768x513.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u9032\u5316: \u691c\u51fa\u3068\u5206\u6790\u306e\u5909\u9769<\/h2>\n\n\n\n<p>\u5f93\u6765\u3001SAR \u753b\u50cf\u5206\u6790\u306b\u306f\u3001\u624b\u52d5\u306b\u3088\u308b\u89e3\u91c8\u307e\u305f\u306f\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u5206\u985e\u65b9\u6cd5\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u52b9\u679c\u7684\u3067\u306f\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u4eba\u70ba\u7684\u30df\u30b9\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u3082\u306e\u3067\u3057\u305f\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u6c34\u306e\u691c\u51fa\u3092\u81ea\u52d5\u5316\u3057\u3001\u7cbe\u5ea6\u3001\u901f\u5ea6\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u9769\u547d\u3092\u3082\u305f\u3089\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u51e6\u7406\u3057\u3001\u6700\u5c0f\u9650\u306e\u4eba\u7684\u4ecb\u5165\u3067\u6d78\u6c34\u5730\u57df\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e SAR \u753b\u50cf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u6c34\u5206\u5e03\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3057\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u7a2e\u985e<\/h3>\n\n\n\n<p>SAR \u30d9\u30fc\u30b9\u306e\u6d2a\u6c34\u691c\u51fa\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u9069\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u72ec\u81ea\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08CNN\uff09<\/h4>\n\n\n\n<p>CNN \u306f\u3001\u753b\u50cf\u5185\u306e\u7a7a\u9593\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u306b\u6700\u3082\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3067\u3059\u3002CNN \u306f SAR \u753b\u50cf\u3092\u30d4\u30af\u30bb\u30eb \u30ec\u30d9\u30eb\u3067\u5206\u6790\u3057\u3001\u6c34\u9762\u3068\u975e\u6c34\u9762\u3092\u9ad8\u7cbe\u5ea6\u3067\u533a\u5225\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CNN \u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306f\u6d78\u6c34\u5730\u57df\u3092\u81ea\u52d5\u7684\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3067\u304d\u308b\u305f\u3081\u3001\u624b\u52d5\u3067\u306e\u89e3\u91c8\u306e\u5fc5\u8981\u6027\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u8fb2\u6751\u74b0\u5883\u3068\u90fd\u5e02\u74b0\u5883\u306e\u4e21\u65b9\u3067\u5927\u898f\u6a21\u306a\u6d2a\u6c34\u306e\u7bc4\u56f2\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u7d71\u8a08\u30e2\u30c7\u30eb\u306b\u3088\u308b\u5b8c\u5168\u63a5\u7d9a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08FCN\uff09<\/h4>\n\n\n\n<p>FCN \u306f\u3001\u4e88\u6e2c\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u7d71\u8a08\u7684\u306a\u6d2a\u6c34\u30e2\u30c7\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CNN \u304c\u6c34\u57df\u3092\u691c\u51fa\u3059\u308b\u4e00\u65b9\u3067\u3001FCN \u306f\u964d\u96e8\u91cf\u3001\u6a19\u9ad8\u3001\u571f\u58cc\u6c34\u5206\u306a\u3069\u306e\u8ffd\u52a0\u306e\u6d2a\u6c34\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u3001\u6d2a\u6c34\u30ea\u30b9\u30af\u8a55\u4fa1\u3092\u7cbe\u7dfb\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3069\u306e\u5730\u57df\u304c\u5f71\u97ff\u3092\u53d7\u3051\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u4e88\u6e2c\u3092\u6539\u5584\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GNN\uff09<\/h4>\n\n\n\n<p>GNN \u306f\u3001\u5b64\u7acb\u3057\u305f\u30d4\u30af\u30bb\u30eb\u3067\u306f\u306a\u304f\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u7a7a\u9593\u95a2\u4fc2\u3068\u3057\u3066\u6d2a\u6c34\u306e\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u3092\u5206\u6790\u3059\u308b\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6c34\u306e\u6d41\u308c\u306e\u65b9\u5411\u3001\u5730\u5f62\u306e\u6a19\u9ad8\u3001\u90fd\u5e02\u30a4\u30f3\u30d5\u30e9\u3092\u8003\u616e\u3057\u3066\u3001\u6d2a\u6c34\u304c\u3069\u306e\u3088\u3046\u306b\u5e83\u304c\u308b\u304b\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>GNN \u30d9\u30fc\u30b9\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001\u90fd\u5e02\u8a08\u753b\u3084\u30a4\u30f3\u30d5\u30e9\u306e\u8010\u4e45\u6027\u8a55\u4fa1\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u7269\u7406\u5b66\u306b\u57fa\u3065\u304f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb<\/h4>\n\n\n\n<p>\u7d14\u7c8b\u306b\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308a\u3001\u7269\u7406\u30d9\u30fc\u30b9\u306e AI \u306f\u6d41\u4f53\u529b\u5b66\u65b9\u7a0b\u5f0f\u3092\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u7d71\u5408\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u7269\u7406\u7684\u306a\u6d2a\u6c34\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u4e88\u6e2c\u304c\u79d1\u5b66\u7684\u306b\u6b63\u78ba\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7269\u7406\u5b66\u306b\u57fa\u3065\u304f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u65e9\u671f\u6d2a\u6c34\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u306b\u4f7f\u7528\u3067\u304d\u3001\u5f53\u5c40\u304c\u6d2a\u6c34\u306e\u5230\u6765\u306b\u5099\u3048\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u5f93\u6765\u306e\u65b9\u6cd5\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u7406\u7531<\/h3>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5206\u91ce\u3067\u5f93\u6765\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u6280\u8853\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6<\/strong> \u2013 AI \u30e2\u30c7\u30eb\u306f\u3001\u4eba\u9593\u306e\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u898b\u9003\u3059\u53ef\u80fd\u6027\u306e\u3042\u308b SAR \u753b\u50cf\u306e\u5fae\u5999\u306a\u9055\u3044\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u3088\u308a\u9ad8\u901f\u306a\u51e6\u7406<\/strong> \u2013 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308a\u3001\u6570\u5343\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u306e\u6d2a\u6c34\u30c7\u30fc\u30bf\u3092\u6570\u5206\u4ee5\u5185\u306b\u5206\u6790\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong> \u2013 AI \u30e2\u30c7\u30eb\u306f\u30b0\u30ed\u30fc\u30d0\u30eb SAR \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u5730\u57df\u306b\u9069\u5fdc\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3<\/strong> \u2013 \u624b\u4f5c\u696d\u306b\u3088\u308b\u5206\u985e\u306e\u5fc5\u8981\u6027\u304c\u6e1b\u308a\u3001\u5c02\u9580\u5bb6\u304c\u707d\u5bb3\u5bfe\u5fdc\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u30012019 \u5e74\u306e\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u6d2a\u6c34\u306e\u969b\u306b\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u304c Sentinel-1 SAR \u753b\u50cf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u51e6\u7406\u3057\u3001\u6570\u65e5\u3067\u306f\u306a\u304f\u6570\u6642\u9593\u4ee5\u5185\u306b\u7dca\u6025\u5bfe\u5fdc\u8981\u54e1\u306b\u6b63\u78ba\u306a\u6d2a\u6c34\u30de\u30c3\u30d7\u3092\u63d0\u4f9b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9ad8\u5ea6\u306a\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e SAR \u30c7\u30fc\u30bf\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7d71\u5408: \u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/h2>\n\n\n\n<p>\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3051\u308b SAR \u30c7\u30fc\u30bf\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\u3059\u308b\u305f\u3081\u306b\u30012019 \u5e74\u4e2d\u897f\u90e8\u306e\u6d2a\u6c34\u3001\u7279\u306b\u30df\u30ba\u30fc\u30ea\u5dde\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u3078\u306e\u5f71\u97ff\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u3053\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u306f\u3001SAR \u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u524d\u51e6\u7406\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u9069\u7528\u3057\u3001\u5909\u5316\u691c\u51fa\u3092\u5b9f\u884c\u3057\u3001\u6d2a\u6c34\u306e\u7bc4\u56f2\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u306e\u30d7\u30ed\u30bb\u30b9\u306e\u6982\u8981\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u30c7\u30fc\u30bf\u53ce\u96c6<\/h3>\n\n\n\n<p>\u6d2a\u6c34\u6c3e\u6feb\u539f\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u7b2c\u4e00\u6b69\u306f\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u885b\u661f\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u6b27\u5dde\u5b87\u5b99\u6a5f\u95a2 (ESA) \u304c\u7ba1\u7406\u3059\u308b\u30b3\u30da\u30eb\u30cb\u30af\u30b9 \u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e00\u90e8\u3067\u3042\u308b Sentinel-1 GRD (Ground Range Detected) SAR \u753b\u50cf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002Sentinel-1 \u306f\u9ad8\u89e3\u50cf\u5ea6\u306e SAR \u30c7\u30fc\u30bf\u3092\u7121\u6599\u3067\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u6d2a\u6c34\u76e3\u8996\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Sentinel-1 SAR\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5<\/h4>\n\n\n\n<p>\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u5730\u57df\u306e SAR \u753b\u50cf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u3001Sentinel-1 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308b ASF Data Search Vertex \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Sentinel-1 SAR\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u624b\u9806<\/h5>\n\n\n\n<ol class=\"wp-block-list\">\n<li>ASF \u30c7\u30fc\u30bf\u691c\u7d22 Vertex (vertex.daac.asf.alaska.edu) \u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>Earthdata \u30ed\u30b0\u30a4\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30a4\u30f3\u30a4\u30f3\u3057\u307e\u3059 (\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u5fc5\u8981\u3067\u3059)\u3002<\/li>\n\n\n\n<li>\u5229\u7528\u53ef\u80fd\u306a\u885b\u661f\u30df\u30c3\u30b7\u30e7\u30f3\u306e\u4e0b\u306b\u3042\u308b Sentinel-1 GRD \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5730\u56f3\u4e0a\u306e\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u5730\u57df\u306b\u5883\u754c\u30dc\u30c3\u30af\u30b9\u3092\u624b\u52d5\u3067\u63cf\u753b\u3057\u3066\u3001\u95a2\u5fc3\u9818\u57df\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u3066\u691c\u7d22\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3059: \u30d3\u30fc\u30e0 \u30e2\u30fc\u30c9: \u9ad8\u89e3\u50cf\u5ea6\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u7528\u306e IW (\u5e72\u6e09\u30ef\u30a4\u30c9 \u30b9\u30ef\u30b9 \u30e2\u30fc\u30c9)\u3002\u504f\u5149: VV+VH (\u30c7\u30e5\u30a2\u30eb\u504f\u5149\u306b\u3088\u308a\u6d2a\u6c34\u306e\u8a73\u7d30\u304c\u3088\u308a\u8a73\u7d30\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3055\u308c\u307e\u3059)\u3002\u65b9\u5411: \u4e0a\u6607\u30d1\u30b9 (\u8907\u6570\u306e\u753b\u50cf\u9593\u3067\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059)\u3002<\/li>\n\n\n\n<li>\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e\u753b\u50cf\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044: \u6d2a\u6c34\u524d\u306e\u65e5\u4ed8: 2019 \u5e74 2 \u6708 23 \u65e5\u3002\u6d2a\u6c34\u5f8c\u306e\u65e5\u4ed8: 2019 \u5e74 6 \u6708 11 \u65e5\u3002<\/li>\n\n\n\n<li>\u9078\u629e\u3057\u305f SAR \u753b\u50cf\u3092 GeoTIFF \u5f62\u5f0f\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u3055\u3089\u306b\u5206\u6790\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">2. Sentinel-1 SAR\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406<\/h3>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u9069\u7528\u3059\u308b\u524d\u306b\u3001SAR \u753b\u50cf\u3092\u524d\u51e6\u7406\u3057\u3066\u6b6a\u307f\u3092\u9664\u53bb\u3057\u3001\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u5206\u6790\u306b\u9069\u3057\u305f\u3082\u306e\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u524d\u51e6\u7406\u306f\u3001\u5c02\u7528\u306e SAR \u51e6\u7406\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066 ArcGIS Pro \u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5fc5\u9808\u306eSAR\u524d\u51e6\u7406\u624b\u9806<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8ecc\u9053\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u8ecc\u9053\u88dc\u6b63\u3092\u9069\u7528\u3057\u307e\u3059\u3002 <\/strong>Sentinel-1 \u885b\u661f\u306e\u4f4d\u7f6e\u306f\u3001\u4e88\u6e2c\u3055\u308c\u305f\u8ecc\u9053\u304b\u3089\u308f\u305a\u304b\u306b\u305a\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8ecc\u9053\u88dc\u6b63\u306b\u3088\u308a\u3001\u885b\u661f\u306e\u6b63\u78ba\u306a\u4f4d\u7f6e\u304c\u78ba\u5b9f\u306b\u628a\u63e1\u3055\u308c\u3001\u5730\u7406\u53c2\u7167\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u71b1\u96d1\u97f3\u306e\u9664\u53bb <\/strong>SAR \u753b\u50cf\u306b\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u96fb\u5b50\u6a5f\u5668\u3084\u74b0\u5883\u5e72\u6e09\u306b\u3088\u308b\u4ed8\u52a0\u7684\u306a\u30ce\u30a4\u30ba\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u624b\u9806\u306b\u3088\u308a\u3001\u6d2a\u6c34\u691c\u51fa\u306e\u7cbe\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u6b6a\u307f\u304c\u9664\u53bb\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u653e\u5c04\u6e2c\u5b9a\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5730\u5f62\u5e73\u5766\u5316\u3092\u9069\u7528\u3057\u307e\u3059\u3002 <\/strong>\u751f\u306e\u30d4\u30af\u30bb\u30eb\u5024\u3092\u610f\u5473\u306e\u3042\u308b\u5f8c\u65b9\u6563\u4e71\u5f37\u5ea6\u5024\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u5730\u5f62\u306e\u5e73\u5766\u5316\u306b\u3088\u308a\u3001\u5730\u5f62\u306e\u50be\u659c\u306b\u3088\u3063\u3066\u751f\u3058\u308b SAR \u53cd\u5c04\u7387\u306e\u4eba\u70ba\u7684\u306a\u5909\u52d5\u304c\u4fee\u6b63\u3055\u308c\u3001\u6d78\u6c34\u30a8\u30ea\u30a2\u304c\u6b63\u3057\u304f\u691c\u51fa\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6591\u70b9\u9664\u53bb<\/strong> (\u30ce\u30a4\u30ba\u4f4e\u6e1b)\u3002SAR \u753b\u50cf\u306b\u306f\u300c\u3054\u307e\u5869\u300d\u306e\u3088\u3046\u306a\u30ce\u30a4\u30ba\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u30d4\u30af\u30bb\u30eb\u3092\u6c34\u3068\u3057\u3066\u8aa4\u5206\u985e\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30b9\u30da\u30c3\u30af\u30eb\u9664\u53bb\u30c4\u30fc\u30eb\u306f\u3001\u6d2a\u6c34\u306e\u5883\u754c\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3053\u306e\u30ce\u30a4\u30ba\u3092\u9664\u53bb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5e7e\u4f55\u5b66\u7684\u5730\u5f62\u88dc\u6b63\u3092\u9069\u7528\u3057\u307e\u3059\u3002 <\/strong>\u30bb\u30f3\u30b5\u30fc\u306e\u89d2\u5ea6\u3068\u5730\u7403\u306e\u66f2\u7387\u306b\u3088\u3063\u3066\u751f\u3058\u308b\u6b6a\u307f\u3092\u4fee\u6b63\u3057\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30c1\u30e3\u304c\u5b9f\u969b\u306e\u5730\u7406\u7684\u4f4d\u7f6e\u3068\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u524d\u51e6\u7406\u306e\u6700\u5f8c\u306b\u3001\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e 2 \u3064\u306e SAR \u5408\u6210\u753b\u50cf\u304c\u5f97\u3089\u308c\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5206\u6790\u306e\u6e96\u5099\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u6d78\u6c34\u5730\u57df\u306e\u691c\u51fa<\/h3>\n\n\n\n<p>SAR \u753b\u50cf\u304c\u51e6\u7406\u3055\u308c\u308b\u3068\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u304c\u9069\u7528\u3055\u308c\u3001\u6c34\u57df\u304c\u7279\u5b9a\u3055\u308c\u307e\u3059\u3002\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3067\u3042\u308b Water Body Extraction (SAR) \u2013 USA \u3092\u4f7f\u7528\u3057\u3066\u3001\u6c34\u30d4\u30af\u30bb\u30eb\u3092\u81ea\u52d5\u7684\u306b\u5206\u985e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6c34\u691c\u51fa\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u9069\u7528\u3059\u308b\u624b\u9806<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>ArcGIS Pro \u3067\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0 \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30d4\u30af\u30bb\u30eb\u306e\u5206\u985e\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5165\u529b\u30ec\u30a4\u30e4\u30fc\u3068\u3057\u3066\u3001\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e SAR \u5408\u6210\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>ArcGIS Living Atlas of the World \u304b\u3089\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u540d: \u6c34\u57df\u62bd\u51fa (SAR) - \u7c73\u56fd\u3002\u5165\u529b\u30bf\u30a4\u30d7: SAR \u30d0\u30c3\u30af\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u753b\u50cf<\/li>\n\n\n\n<li>\u51e6\u7406\u7bc4\u56f2\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u8a08\u7b97\u6642\u9593\u3092\u7bc0\u7d04\u3059\u308b\u306b\u306f\u3001Sentinel-1 \u30b7\u30fc\u30f3\u5168\u4f53\u3092\u51e6\u7406\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30bb\u30f3\u30c8\u30eb\u30a4\u30b9\u306e\u6d2a\u6c34\u30be\u30fc\u30f3\u306e\u307f\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u5229\u7528\u53ef\u80fd\u306a\u5834\u5408\u306f\u3001GPU \u51e6\u7406\u3092\u9078\u629e\u3057\u3066\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u3092\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002GPU \u304c\u5229\u7528\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001CPU \u51e6\u7406\u3092\u4f7f\u7528\u3057\u307e\u3059 (\u901f\u5ea6\u306f\u9045\u304f\u306a\u308a\u307e\u3059\u304c\u52b9\u679c\u7684\u3067\u3059)\u3002<\/li>\n\n\n\n<li>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u3066\u3001\u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e\u753b\u50cf\u306e\u4e21\u65b9\u304b\u3089\u6c34\u306e\u30d4\u30af\u30bb\u30eb\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u304c\u884c\u3046\u3053\u3068<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SAR \u5f8c\u65b9\u6563\u4e71\u5f37\u5ea6\u3092\u5206\u6790\u3057\u3066\u6c34\u9762\u3092\u691c\u51fa\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6052\u4e45\u7684\u306a\u6c34\u57df\uff08\u5ddd\u3001\u6e56\uff09\u3068\u65b0\u305f\u306b\u6d78\u6c34\u3057\u305f\u6d2a\u6c34\u5730\u5e2f\u3092\u533a\u5225\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6d2a\u6c34\u524d\u306e\u72b6\u614b\u3068\u6d2a\u6c34\u5f8c\u306e\u72b6\u614b\u306e 2 \u3064\u306e\u6c34\u5206\u985e\u30e9\u30b9\u30bf\u30fc\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u5909\u66f4\u691c\u51fa\u5206\u6790<\/h3>\n\n\n\n<p>\u6d78\u6c34\u5730\u57df\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u6d78\u6c34\u524d\u3068\u6d78\u6c34\u5f8c\u306e\u6c34\u30e9\u30b9\u30bf\u30fc\u3092\u6bd4\u8f03\u3057\u3066\u5909\u5316\u691c\u51fa\u5206\u6790\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65b0\u305f\u306b\u6d78\u6c34\u3057\u305f\u5730\u57df\u3068\u6052\u4e45\u7684\u306a\u6c34\u57df\u3092\u533a\u5225\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5909\u66f4\u691c\u51fa\u3092\u5b9f\u884c\u3059\u308b\u624b\u9806<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6c34\u30e9\u30b9\u30bf\u30fc\u3092\u30d0\u30a4\u30ca\u30ea\u5206\u985e\u30ec\u30a4\u30e4\u30fc\u306b\u5909\u63db\u3057\u307e\u3059: \u6d2a\u6c34\u524d\u3068\u6d2a\u6c34\u5f8c\u306e\u753b\u50cf\u306e\u4e21\u65b9\u306b\u3064\u3044\u3066\u3001\u6c34 (1)\u3001\u975e\u6c34 (0)\u3002<\/li>\n\n\n\n<li>ArcGIS Pro \u306e\u5909\u66f4\u691c\u51fa\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u3053\u308c\u3089 2 \u3064\u306e\u30e9\u30b9\u30bf\u30fc\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5206\u6790\u306e\u8a2d\u5b9a: \u300c\u30ab\u30c6\u30b4\u30ea\u5909\u66f4\u300d\u65b9\u6cd5\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u975e\u6c34 (0) \u304b\u3089\u6c34 (1) \u306b\u79fb\u884c\u3059\u308b\u9818\u57df\u306e\u307f\u3092\u691c\u51fa\u3059\u308b\u3088\u3046\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6700\u7d42\u7684\u306a\u6d2a\u6c34\u6d78\u6c34\u30de\u30c3\u30d7\u3092\u751f\u6210\u3057\u3001\u65b0\u305f\u306b\u6d78\u6c34\u3057\u305f\u5730\u57df\u3092\u5f37\u8abf\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u5909\u5316\u691c\u51fa\u5206\u6790\u306e\u7d50\u679c<\/h4>\n\n\n\n<p>\u51fa\u529b\u306f\u5206\u985e\u3055\u308c\u305f\u6d2a\u6c34\u7bc4\u56f2\u30de\u30c3\u30d7\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d64\u3044\u90e8\u5206\u306f\u65b0\u305f\u306b\u6d78\u6c34\u3057\u305f\u5730\u57df\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u9752\u8272\u306e\u9818\u57df\u306f\u6052\u4e45\u7684\u306a\u6c34\u57df\u3092\u8868\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u6d2a\u6c34\u7bc4\u56f2\u306e\u8a08\u7b97<\/h3>\n\n\n\n<p>\u6d2a\u6c34\u6d78\u6c34\u30de\u30c3\u30d7\u304c\u751f\u6210\u3055\u308c\u305f\u3089\u3001\u6700\u5f8c\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u6d78\u6c34\u3057\u305f\u7dcf\u9762\u7a4d\u3092\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u5358\u4f4d\u3067\u5b9a\u91cf\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6d2a\u6c34\u7bc4\u56f2\u3092\u8a08\u7b97\u3059\u308b\u624b\u9806<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li>ArcGIS Pro \u3067\u6d2a\u6c34\u30ec\u30a4\u30e4\u30fc\u306e\u5c5e\u6027\u30c6\u30fc\u30d6\u30eb\u3092\u958b\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u65b0\u305f\u306b\u6d78\u6c34\u3057\u305f\u5730\u57df\u3092\u8868\u3059\u300c\u6d78\u6c34\u30d4\u30af\u30bb\u30eb\u300d\u30ab\u30c6\u30b4\u30ea\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d4\u30af\u30bb\u30eb\u9762\u7a4d\u3092\u5e73\u65b9\u30e1\u30fc\u30c8\u30eb\u304b\u3089\u5e73\u65b9\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u6d78\u6c34\u3057\u305f\u30d4\u30af\u30bb\u30eb\u306e\u5408\u8a08 * (\u30d4\u30af\u30bb\u30eb\u30b5\u30a4\u30ba (\u30e1\u30fc\u30c8\u30eb\u00b2) \/ 1,000,000) = \u6d78\u6c34\u3057\u305f\u9762\u7a4d\u306e\u5408\u8a08 (km\u00b2)\u3002<\/li>\n<\/ol>\n\n\n\n<p>SAR \u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u305f\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0 \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3001\u6d2a\u6c34\u3092\u691c\u51fa\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u975e\u5e38\u306b\u6b63\u78ba\u3067\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002Sentinel-1 SAR \u753b\u50cf\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5206\u985e\u3001\u304a\u3088\u3073\u5909\u5316\u691c\u51fa\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5f53\u5c40\u306f\u6b21\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d78\u6c34\u5730\u57df\u3092\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u6d2a\u6c34\u306e\u9032\u884c\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u707d\u5bb3\u5bfe\u5fdc\u8a08\u753b\u306e\u305f\u3081\u306b\u6d2a\u6c34\u306e\u7bc4\u56f2\u3092\u5b9a\u91cf\u5316\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u624b\u4f5c\u696d\u306e\u52b4\u529b\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u3001\u6d2a\u6c34\u8a55\u4fa1\u306e\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3059\u308b\u305f\u3081\u3001\u4e16\u754c\u4e2d\u306e\u707d\u5bb3\u7ba1\u7406\u6a5f\u95a2\u3001\u74b0\u5883\u7814\u7a76\u8005\u3001\u90fd\u5e02\u8a08\u753b\u8005\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u6280\u8853\u306e\u9032\u6b69\u3068\u65b0\u305f\u306a\u30c8\u30ec\u30f3\u30c9<\/h2>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d9\u30fc\u30b9\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u3088\u308a\u7cbe\u5ea6\u3068\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u3089\u306e\u65b9\u6cd5\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u691c\u77e5\u3084\u5927\u898f\u6a21\u707d\u5bb3\u5bfe\u5fdc\u306b\u5e83\u304f\u63a1\u7528\u3055\u308c\u308b\u307e\u3067\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u8ab2\u984c\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5236\u9650\u306b\u5bfe\u51e6\u3059\u308b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u3001\u304a\u3088\u3073\u6d41\u4f53\u529b\u5b66\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u306b\u304a\u3051\u308b\u9769\u65b0\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6d2a\u6c34\u65e9\u671f\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u305f\u3081\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406<\/h3>\n\n\n\n<p>\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u7528\u306e\u73fe\u5728\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306e\u307b\u3068\u3093\u3069\u306f\u4e8b\u5f8c\u5206\u6790\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u6d2a\u6c34\u304c\u767a\u751f\u3057\u305f\u5f8c\u306b\u88ab\u707d\u5730\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u52b9\u679c\u7684\u306a\u707d\u5bb3\u5bfe\u5fdc\u3068\u65e9\u671f\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u691c\u51fa\u3068\u4e88\u6e2c\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u8ab2\u984c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8a08\u7b97\u306e\u8907\u96d1\u3055<\/strong>: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306b\u306f\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u4e88\u6e2c\u304c\u9045\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5927\u91cf\u306e SAR \u885b\u661f\u753b\u50cf\u3092\u30aa\u30f3\u30b6\u30d5\u30e9\u30a4\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u306f\u4f9d\u7136\u3068\u3057\u3066\u8ab2\u984c\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u9650\u3089\u308c\u305f\u6642\u9593\u30c7\u30fc\u30bf<\/strong>\u307b\u3068\u3093\u3069\u306e\u6d2a\u6c34\u30e2\u30c7\u30eb\u306f\u3001\u524d\u5f8c\u306e\u6bd4\u8f03\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u53c2\u7167\u7528\u306b\u6d2a\u6c34\u524d\u306e\u753b\u50cf\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e00\u65b9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30e2\u30c7\u30eb\u306f\u3001\u904e\u53bb\u306e\u6bd4\u8f03\u306a\u3057\u3067\u30e9\u30a4\u30d6 \u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u6d2a\u6c34\u3092\u4e88\u6e2c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u9045\u5ef6<\/strong>: Sentinel-1 \u3092\u542b\u3080\u591a\u304f\u306e\u885b\u661f\u306f\u56fa\u5b9a\u8ecc\u9053\u3092\u305f\u3069\u308a\u3001\u7d99\u7d9a\u7684\u306a\u30ab\u30d0\u30ec\u30c3\u30b8\u3092\u63d0\u4f9b\u3057\u307e\u305b\u3093\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u306b\u30ae\u30e3\u30c3\u30d7\u304c\u751f\u3058\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u76e3\u8996\u304c\u56f0\u96e3\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6f5c\u5728\u7684\u306a\u89e3\u6c7a\u7b56:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI\u3092\u6d3b\u7528\u3057\u305f\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5206\u6790<\/strong>SAR \u30c7\u30fc\u30bf\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308b\u3068\u3059\u3050\u306b\u51e6\u7406\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e AI \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>\u885b\u661f\u3084\u30c9\u30ed\u30fc\u30f3\u4e0a\u3067\u8efd\u91cf\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u5730\u4e0a\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u983c\u308b\u3053\u3068\u306a\u304f\u6d2a\u6c34\u3092\u5373\u5ea7\u306b\u691c\u77e5\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>IoT\u30bb\u30f3\u30b5\u30fc\u3068\u306e\u7d71\u5408<\/strong>\u885b\u661fSAR\u753b\u50cf\u3068\u3001\u6cb3\u5ddd\u3084\u90fd\u5e02\u6392\u6c34\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\uff08IoT\uff09\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6c34\u4f4d\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u4e88\u6e2c\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u591a\u69d8\u306a\u6d2a\u6c34\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316<\/h3>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u3001\u901a\u5e38\u3001\u5730\u57df\u56fa\u6709\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306a\u6d2a\u6c34\u30b7\u30ca\u30ea\u30aa\u3092\u4e00\u822c\u5316\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30e8\u30fc\u30ed\u30c3\u30d1\u306e\u6d2a\u6c34\u30a4\u30d9\u30f3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306f\u3001\u6771\u5357\u30a2\u30b8\u30a2\u3001\u30a2\u30d5\u30ea\u30ab\u3001\u307e\u305f\u306f\u7c73\u56fd\u4e2d\u897f\u90e8\u306b\u9069\u7528\u3059\u308b\u3068\u3001\u3046\u307e\u304f\u6a5f\u80fd\u3057\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u306b\u304a\u3051\u308b\u8ab2\u984c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5730\u5f62\u3068\u6c34\u6587\u5b66\u306e\u5909\u52d5<\/strong>: \u6d2a\u6c34\u306e\u6319\u52d5\u306f\u3001\u5730\u5f62\u3001\u571f\u58cc\u6761\u4ef6\u3001\u90fd\u5e02\u30a4\u30f3\u30d5\u30e9\u3001\u6c17\u5019\u30d1\u30bf\u30fc\u30f3\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u5e73\u5766\u306a\u8fb2\u696d\u5730\u57df\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306f\u3001\u5c71\u5cb3\u5730\u5e2f\u306e\u6c3e\u6feb\u539f\u3067\u306f\u3046\u307e\u304f\u6a5f\u80fd\u3057\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>SAR\u30c7\u30fc\u30bf\u7279\u6027\u306e\u9055\u3044<\/strong>: \u885b\u661f\u753b\u50cf\u30d1\u30e9\u30e1\u30fc\u30bf (\u504f\u5149\u3001\u89e3\u50cf\u5ea6\u3001\u5165\u5c04\u89d2) \u306e\u5909\u5316\u306f\u3001\u30e2\u30c7\u30eb\u306b\u3088\u308b\u6c34\u57df\u306e\u691c\u51fa\u7cbe\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5b63\u7bc0\u306e\u5909\u5316<\/strong>\u30e2\u30f3\u30b9\u30fc\u30f3\u6d2a\u6c34\u3092\u5bfe\u8c61\u306b\u8a13\u7df4\u3055\u308c\u305f\u6d2a\u6c34\u691c\u77e5\u30e2\u30c7\u30eb\u306f\u3001\u6c34\u306e\u79fb\u52d5\u30d1\u30bf\u30fc\u30f3\u304c\u7570\u306a\u308b\u30cf\u30ea\u30b1\u30fc\u30f3\u306b\u3088\u308b\u6d2a\u6c34\u306b\u306f\u3046\u307e\u304f\u4e00\u822c\u5316\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6f5c\u5728\u7684\u306a\u89e3\u6c7a\u7b56:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8ee2\u79fb\u5b66\u7fd2<\/strong>\u5404\u5730\u57df\u3054\u3068\u306b\u500b\u5225\u306e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u8ee2\u79fb\u5b66\u7fd2\u306a\u3069\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306b\u3088\u308a\u3001\u5c11\u91cf\u306e\u30ed\u30fc\u30ab\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u65b0\u3057\u3044\u74b0\u5883\u306b\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5b66\u7fd2<\/strong>SAR \u30c7\u30fc\u30bf\u3092\u5149\u5b66\u753b\u50cf\u3001\u5730\u5f62\u56f3\u3001\u6c17\u8c61\u30c7\u30fc\u30bf\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u30e2\u30c7\u30eb\u306e\u5805\u7262\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u62e1\u5f35<\/strong>: \u3055\u307e\u3056\u307e\u306a\u666f\u89b3\u306b\u304a\u3051\u308b\u5408\u6210\u6d2a\u6c34\u30b7\u30ca\u30ea\u30aa\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e2\u30c7\u30eb\u304c\u3053\u308c\u307e\u3067\u898b\u305f\u3053\u3068\u306e\u306a\u3044\u74b0\u5883\u3067\u306e\u6d2a\u6c34\u3092\u691c\u51fa\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6d2a\u6c34\u4e88\u6e2c\u306b\u304a\u3051\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u5b9a\u91cf\u5316<\/h3>\n\n\n\n<p>\u73fe\u5728\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0 \u30e2\u30c7\u30eb\u306e\u307b\u3068\u3093\u3069\u306f\u6c7a\u5b9a\u8ad6\u7684\u306a\u51fa\u529b\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30a8\u30ea\u30a2\u3092\u300c\u6d78\u6c34\u300d\u307e\u305f\u306f\u300c\u6d78\u6c34\u3057\u3066\u3044\u306a\u3044\u300d\u306e\u3044\u305a\u308c\u304b\u306b\u7d76\u5bfe\u7684\u306a\u78ba\u5b9f\u6027\u3092\u6301\u3063\u3066\u5206\u985e\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u672c\u8cea\u7684\u306b\u78ba\u7387\u7684\u3067\u3042\u308a\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u591a\u304f\u306e\u8981\u56e0\u306b\u3088\u3063\u3066\u4e88\u6e2c\u306b\u4e0d\u78ba\u5b9f\u6027\u304c\u751f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e0d\u78ba\u5b9f\u6027\u306e\u5b9a\u91cf\u5316\u306b\u304a\u3051\u308b\u8ab2\u984c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30bb\u30f3\u30b5\u30fc\u30ce\u30a4\u30ba\u3068\u753b\u50cf\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8<\/strong>SAR \u753b\u50cf\u306b\u306f\u3001\u30b9\u30da\u30c3\u30af\u30eb\u30ce\u30a4\u30ba\u3001\u5730\u5f62\u306b\u3088\u308b\u6b6a\u307f\u3001\u8aa4\u3063\u305f\u53cd\u5c04\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u6d78\u6c34\u5730\u57df\u306e\u8aa4\u5206\u985e\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6c34\u57df\u5883\u754c\u306e\u66d6\u6627\u3055<\/strong>\u6d2a\u6c34\u306f\u5f90\u3005\u306b\u62e1\u5927\u3057\u305f\u308a\u5f15\u3044\u305f\u308a\u3059\u308b\u305f\u3081\u3001\u6d78\u6c34\u5730\u57df\u3068\u975e\u6d78\u6c34\u5730\u57df\u3092\u660e\u78ba\u306b\u533a\u5225\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e2\u30c7\u30eb\u306e\u4fe1\u983c\u6027\u30ae\u30e3\u30c3\u30d7<\/strong>\u4e00\u90e8\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u9ad8\u3044\u4fe1\u983c\u5ea6\u3067\u6c34\u3092\u5206\u985e\u3057\u307e\u3059\u304c\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u5730\u5f62 (\u571f\u5730\u88ab\u8986\u304c\u6df7\u5728\u3059\u308b\u90fd\u5e02\u90e8\u306a\u3069) \u3067\u306f\u82e6\u52b4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6f5c\u5728\u7684\u306a\u89e3\u6c7a\u7b56:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30d9\u30a4\u30b8\u30a2\u30f3\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (BNN)<\/strong>\u3053\u308c\u3089\u306e AI \u30e2\u30c7\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6d2a\u6c34\u5206\u985e\u306b\u78ba\u7387\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067\u4e88\u6e2c\u306e\u4fe1\u983c\u6027\u3092\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u610f\u601d\u6c7a\u5b9a\u8005\u306f\u6d2a\u6c34\u30de\u30c3\u30d7\u306e\u4e0d\u78ba\u5b9f\u6027\u306e\u7a0b\u5ea6\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5c64\u30ac\u30a6\u30b9\u904e\u7a0b<\/strong>\u3053\u306e\u6280\u8853\u306f\u6d2a\u6c34\u306e\u7bc4\u56f2\u3092\u78ba\u7387\u7684\u306b\u63a8\u5b9a\u3057\u3001\u7dca\u6025\u6642\u8a08\u753b\u7acb\u6848\u8005\u304c\u6d2a\u6c34\u30ea\u30b9\u30af\u304c\u975e\u5e38\u306b\u4e0d\u78ba\u5b9f\u306a\u5730\u57df\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0<\/strong>\u8907\u6570\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u3092\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u5e73\u5747\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3001\u4e0d\u78ba\u5b9f\u6027\u3092\u5b9a\u91cf\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u3068\u306e\u7d71\u5408<\/h3>\n\n\n\n<p>\u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u306f\u3001\u964d\u96e8\u91cf\u3001\u6cb3\u5ddd\u6d41\u91cf\u3001\u571f\u58cc\u5438\u53ce\u3001\u5730\u5f62\u50be\u659c\u306a\u3069\u306e\u8981\u56e0\u3092\u8003\u616e\u3057\u3001\u7269\u7406\u65b9\u7a0b\u5f0f\u306b\u57fa\u3065\u3044\u3066\u6c34\u304c\u5730\u5f62\u3092\u6d41\u308c\u308b\u69d8\u5b50\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u307e\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u6d2a\u6c34\u7bc4\u56f2\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3059\u308b\u306e\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u672c\u8cea\u7684\u306b\u6d2a\u6c34\u306e\u7269\u7406\u7684\u6027\u8cea\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u306b\u304a\u3051\u308b\u8ab2\u984c:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7269\u7406\u7684\u306a\u5236\u7d04\u304c\u306a\u3044<\/strong>\u307b\u3068\u3093\u3069\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u6c34\u6587\u5b66\u7684\u539f\u7406\u3092\u7d44\u307f\u8fbc\u307e\u305a\u306b\u3001\u904e\u53bb\u306e\u6d2a\u6c34\u30c7\u30fc\u30bf\u306e\u307f\u3092\u5206\u6790\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8a08\u7b97\u30b3\u30b9\u30c8<\/strong>\u5f93\u6765\u306e\u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u3067\u306f\u9ad8\u3044\u51e6\u7406\u80fd\u529b\u304c\u5fc5\u8981\u3068\u306a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u9069\u7528\u304c\u5236\u9650\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u8981\u4ef6<\/strong>: \u6c34\u529b\u5b66\u30e2\u30c7\u30eb\u306f\u3001\u964d\u96e8\u91cf\u3001\u6cb3\u5ddd\u6d41\u91cf\u3001\u571f\u58cc\u6c34\u5206\u306a\u3069\u306e\u5e83\u7bc4\u306a\u74b0\u5883\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306f\u5fc5\u305a\u3057\u3082\u5165\u624b\u3067\u304d\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6f5c\u5728\u7684\u306a\u89e3\u6c7a\u7b56:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7269\u7406\u5b66\u306b\u57fa\u3065\u304f\u6a5f\u68b0\u5b66\u7fd2<\/strong>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u6d41\u4f53\u529b\u5b66\u65b9\u7a0b\u5f0f\u3092\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306b\u7d71\u5408\u3057\u3066\u3001\u4e88\u6e2c\u304c\u65e2\u77e5\u306e\u6d2a\u6c34\u7269\u7406\u5b66\u3068\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9 AI \u7269\u7406\u30e2\u30c7\u30eb<\/strong>: \u8907\u5408\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u6df1\u5c64\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u3066\u6d2a\u6c34\u3092\u8fc5\u901f\u306b\u691c\u77e5\u3057\u3001\u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u9577\u671f\u7684\u306a\u6d2a\u6c34\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7406\u30e2\u30c7\u30ea\u30f3\u30b0<\/strong>\u5b8c\u5168\u306a\u6d41\u4f53\u529b\u5b66\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001AI \u3092\u4e8b\u524d\u306b\u8a08\u7b97\u3055\u308c\u305f\u6d41\u4f53\u529b\u5b66\u7684\u6d2a\u6c34\u30b7\u30ca\u30ea\u30aa\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u30d1\u30bf\u30fc\u30f3\u3092\u3088\u308a\u901f\u304f\u4e88\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" data-id=\"174100\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-cup-of-couple-8015671.jpg\" alt=\"\" class=\"wp-image-174100\"\/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">AI \u3092\u6d3b\u7528\u3057\u305f\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/h2>\n\n\n\n<p>\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3051\u308b\u73fe\u5728\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u6b21\u4e16\u4ee3 AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u7a7a\u9593\u95a2\u4fc2\u306e\u305f\u3081\u306e\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (GNN)<\/h3>\n\n\n\n<p>\u30b0\u30ea\u30c3\u30c9\u5f62\u5f0f\u3067\u753b\u50cf\u3092\u5206\u6790\u3059\u308b\u5f93\u6765\u306e CNN \u3068\u306f\u7570\u306a\u308a\u3001\u30b0\u30e9\u30d5 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (GNN) \u306f\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30ce\u30fc\u30c9\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3057\u3066\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u7406\u7531\u304b\u3089\u6d2a\u6c34\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GNN \u306f\u3001\u6cb3\u5ddd\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u6392\u6c34\u30b7\u30b9\u30c6\u30e0\u3001\u6c3e\u6feb\u539f\u306e\u63a5\u7d9a\u6027\u3092\u30e2\u30c7\u30eb\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5730\u5f62\u306b\u6cbf\u3063\u3066\u6c34\u304c\u3069\u306e\u3088\u3046\u306b\u6d41\u308c\u308b\u304b\u3092\u4e88\u6e2c\u3057\u3001\u6d2a\u6c34\u4f1d\u64ad\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u3089\u306f\u3001\u6d2a\u6c34\u304c\u9053\u8def\u3001\u5efa\u7269\u3001\u30a4\u30f3\u30d5\u30e9\u3068\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u90fd\u5e02\u90e8\u3067\u52b9\u679c\u7684\u306b\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u4e0d\u78ba\u5b9f\u6027\u63a8\u5b9a\u306e\u305f\u3081\u306e\u30d9\u30a4\u30b8\u30a2\u30f3\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08BNN\uff09<\/h3>\n\n\n\n<p>BNN \u306f\u3001\u30d0\u30a4\u30ca\u30ea\u4e88\u6e2c\u3092\u884c\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u6d2a\u6c34\u306e\u53ef\u80fd\u6027\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u78ba\u7387\u7684\u63a8\u8ad6\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u308c\u3089\u306f\u3001\u707d\u5bb3\u5bfe\u5fdc\u30c1\u30fc\u30e0\u304c\u5371\u967a\u5ea6\u306e\u9ad8\u3044\u30a8\u30ea\u30a2\u3092\u512a\u5148\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u306b\u3088\u308a\u3001\u8a08\u753b\u8005\u306f\u6d2a\u6c34\u30de\u30c3\u30d7\u306e\u4e0d\u78ba\u5b9f\u6027\u3092\u8996\u899a\u5316\u3057\u3066\u3001\u8aa4\u5831\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u7269\u7406\u5b66\u306b\u57fa\u3065\u304f\u6a5f\u68b0\u5b66\u7fd2<\/h3>\n\n\n\n<p>\u6c34\u6587\u5b66\u7684\u304a\u3088\u3073\u6c17\u8c61\u5b66\u7684\u539f\u7406\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001AI \u30e2\u30c7\u30eb\u306f\u3088\u308a\u6b63\u78ba\u306b\u6d2a\u6c34\u3092\u4e88\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6c17\u5019\u4e88\u6e2c\u306b\u57fa\u3065\u3044\u3066\u5c06\u6765\u306e\u6d2a\u6c34\u4e8b\u8c61\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u3089\u306f\u3001\u5f93\u6765\u306e\u7269\u7406\u30d9\u30fc\u30b9\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068 AI \u99c6\u52d5\u306e\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u9593\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3059\u3067\u306b\u6d2a\u6c34\u6c3e\u6feb\u539f\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u5909\u9769\u3057\u307e\u3057\u305f\u304c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u76e3\u8996\u3001\u4e0d\u78ba\u5b9f\u6027\u306e\u5b9a\u91cf\u5316\u3001\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u306b\u306f\u4f9d\u7136\u3068\u3057\u3066\u5927\u304d\u306a\u8ab2\u984c\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (GNN)\u3001\u30d9\u30a4\u30b8\u30a2\u30f3 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (BNN)\u3001\u7269\u7406\u5b66\u306b\u57fa\u3065\u304f AI \u306a\u3069\u306e\u6b21\u4e16\u4ee3 AI \u30e2\u30c7\u30eb\u306f\u3001\u6709\u671b\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>SAR \u30d9\u30fc\u30b9\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u6c34\u529b\u5b66\u7684\u6d2a\u6c34\u30e2\u30c7\u30eb\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u56de\u5fa9\u529b\u306e\u9ad8\u3044\u6d2a\u6c34\u4e88\u6e2c\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u3088\u308a\u9ad8\u901f\u3067\u6b63\u78ba\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u6d2a\u6c34\u4e88\u6e2c\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u6700\u7d42\u7684\u306b\u306f\u653f\u5e9c\u3001\u7814\u7a76\u8005\u3001\u707d\u5bb3\u5bfe\u5fdc\u30c1\u30fc\u30e0\u304c\u6d2a\u6c34\u88ab\u5bb3\u3092\u8efd\u6e1b\u3057\u3001\u8106\u5f31\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u4fdd\u8b77\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"237\" height=\"40\" src=\"https:\/\/flypix.ai\/wp-content\/uploads\/2024\/07\/flypix-logo.svg\" alt=\"\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI\" class=\"wp-image-156767\" style=\"width:840px;height:auto\" srcset=\"https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 150w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 300w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 768w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 1024w, https:\/\/flypix.ai\/wp-content\/uploads\/flypix-logo.svg 237w\" sizes=\"(max-width: 237px) 100vw, 237px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">FlyPix AI \u306b\u3088\u308b\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u5f37\u5316: \u5730\u7406\u7a7a\u9593\u5206\u6790\u306e\u9ad8\u901f\u5316<\/h2>\n\n\n\n<p>SAR\u30c7\u30fc\u30bf\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u6280\u8853\u306e\u6539\u826f\u304c\u9032\u3080\u4e2d\u3001\u52b9\u7387\u3001\u7cbe\u5ea6\u3001\u81ea\u52d5\u5316\u3092\u5411\u4e0a\u3055\u305b\u308b\u306b\u306f\u3001\u9ad8\u5ea6\u306aAI\u99c6\u52d5\u578b\u5730\u7406\u7a7a\u9593\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7d71\u5408\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e1\u3064\u306f\u3001 <a href=\"https:\/\/flypix.ai\/ja\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d5\u30e9\u30a4\u30d4\u30c3\u30af\u30b9AI<\/a>\u885b\u661f\u753b\u50cf\u306b\u304a\u3051\u308b\u8fc5\u901f\u306a\u7269\u4f53\u691c\u51fa\u3068\u5206\u6790\u3092\u53ef\u80fd\u306b\u3059\u308b\u5f37\u529b\u306a\u5730\u7406\u7a7a\u9593 AI \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>FlyPix AI \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u6c34\u57df\u3001\u30a4\u30f3\u30d5\u30e9\u306e\u640d\u50b7\u3001\u571f\u5730\u88ab\u8986\u306e\u5909\u5316\u306e\u691c\u51fa\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u7bc4\u56f2\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u4eba\u70ba\u7684\u30df\u30b9\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u624b\u52d5\u306e\u6ce8\u91c8\u306b\u983c\u308b\u4ee3\u308f\u308a\u306b\u3001FlyPix AI \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u6700\u5c0f\u9650\u306e\u52b4\u529b\u3067\u6d78\u6c34\u5730\u57df\u3092\u691c\u51fa\u3057\u3066\u5206\u6790\u3059\u308b\u30ab\u30b9\u30bf\u30e0 AI \u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306bFlyPix AI\u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52d5\u6d2a\u6c34\u691c\u77e5<\/strong> \u2013 AI \u642d\u8f09\u30e2\u30c7\u30eb\u306f\u6d78\u6c34\u5730\u57df\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u3001\u6642\u9593\u306e\u304b\u304b\u308b\u624b\u4f5c\u696d\u306b\u3088\u308b\u89e3\u91c8\u3078\u306e\u4f9d\u5b58\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u901f\u753b\u50cf\u51e6\u7406<\/strong> \u2013 FlyPix AI \u306f\u5206\u6790\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3001\u5730\u7406\u7a7a\u9593\u753b\u50cf\u3092\u6570\u6642\u9593\u3067\u306f\u306a\u304f\u6570\u79d2\u3067\u51e6\u7406\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ab\u30b9\u30bf\u30e0 AI \u30e2\u30c7\u30eb \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong> \u2013 \u30e6\u30fc\u30b6\u30fc\u306f\u3001AI \u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3001\u640d\u50b7\u3057\u305f\u30a4\u30f3\u30d5\u30e9\u3001\u6c34\u6ca1\u3057\u305f\u9053\u8def\u3001\u6c34\u57df\u306e\u5909\u5316\u306a\u3069\u3001\u6d2a\u6c34\u306b\u95a2\u9023\u3059\u308b\u7279\u5b9a\u306e\u7279\u5fb4\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u7d71\u5408<\/strong> \u2013 FlyPix AI \u306f\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u753b\u50cf\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u6d2a\u6c34\u3068\u305d\u306e\u4ed6\u306e\u571f\u5730\u88ab\u8986\u30bf\u30a4\u30d7\u3092\u533a\u5225\u3059\u308b\u80fd\u529b\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/strong> \u2013 \u6d2a\u6c34\u30de\u30c3\u30d7\u3068\u691c\u51fa\u3055\u308c\u305f\u6c34\u57df\u306f\u30d9\u30af\u30bf\u30fc \u30ec\u30a4\u30e4\u30fc\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u4e92\u63db\u6027\u304c\u3042\u308a\u3001\u3055\u3089\u306b\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5927\u898f\u6a21\u30de\u30c3\u30d4\u30f3\u30b0\u306e\u305f\u3081\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong> \u2013 \u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u81a8\u5927\u306a\u91cf\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u5730\u57df\u304a\u3088\u3073\u56fd\u306e\u6d2a\u6c34\u8a55\u4fa1\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7d71\u5408\u306e\u305f\u3081\u306e API \u30a2\u30af\u30bb\u30b9<\/strong> \u2013 FlyPix AI \u306f API \u3078\u306e\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3057\u3001\u81ea\u52d5\u51e6\u7406\u3068\u65e2\u5b58\u306e\u707d\u5bb3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>AI\u99c6\u52d5\u578b\u5206\u985e\u306b\u3088\u308b\u7cbe\u5ea6\u306e\u5411\u4e0a<\/strong> \u2013 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u5206\u985e\u306e\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u8aa4\u691c\u77e5\u3084\u8aa4\u5206\u985e\u30a8\u30e9\u30fc\u304c\u6700\u5c0f\u9650\u306b\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>FlyPix \u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u306e\u5f71\u97ff\u8a55\u4fa1\u3092\u8fc5\u901f\u5316\u3057\u3001\u7dca\u6025\u5bfe\u5fdc\u8005\u3084\u653f\u7b56\u7acb\u6848\u8005\u306b\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u30de\u30c3\u30d7\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u3001\u30d9\u30af\u30bf\u30fc \u30ec\u30a4\u30e4\u30fc\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001API \u30a2\u30af\u30bb\u30b9\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u707d\u5bb3\u5bfe\u5fdc\u306b\u53d6\u308a\u7d44\u3080\u6a5f\u95a2\u9593\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>FlyPix AI \u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u306f\u3001\u6d2a\u6c34\u691c\u77e5\u3001\u30ea\u30b9\u30af\u8a55\u4fa1\u3001\u90fd\u5e02\u306e\u56de\u5fa9\u529b\u8a08\u753b\u3092\u5f37\u5316\u3059\u308b\u3068\u3044\u3046\u5f53\u793e\u306e\u76ee\u6a19\u3068\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002AI \u4e3b\u5c0e\u306e\u5730\u7406\u7a7a\u9593\u5206\u6790\u306b\u3088\u308a\u3001\u3088\u308a\u52b9\u7387\u7684\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u76e3\u8996\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u8fd1\u3065\u304d\u3001\u5730\u57df\u793e\u4f1a\u3068\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u6d2a\u6c34\u306e\u58ca\u6ec5\u7684\u306a\u5f71\u97ff\u304b\u3089\u4fdd\u8b77\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p>SAR \u30c7\u30fc\u30bf\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4f7f\u7528\u306b\u3088\u308a\u3001\u6d2a\u6c34\u6c3e\u6feb\u539f\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306f\u4e00\u5909\u3057\u3001\u3088\u308a\u9ad8\u901f\u3067\u3001\u3088\u308a\u6b63\u78ba\u3067\u3001\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3082\u306e\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5149\u5b66\u753b\u50cf\u3068\u5730\u4e0a\u8abf\u67fb\u306b\u983c\u308b\u5f93\u6765\u306e\u65b9\u6cd5\u3068\u306f\u7570\u306a\u308a\u3001SAR \u30d9\u30fc\u30b9\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u3001\u66c7\u308a\u3084\u591c\u9593\u306e\u72b6\u6cc1\u3067\u3082\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6d2a\u6c34\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u9032\u6b69\u306f\u3001\u707d\u5bb3\u5bfe\u5fdc\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u7279\u306b\u91cd\u8981\u3067\u3042\u308a\u3001\u88ab\u5bb3\u3092\u8fc5\u901f\u306b\u8a55\u4fa1\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u679c\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u9ad8\u3044\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u691c\u51fa\u306e\u6539\u5584\u3001\u3055\u307e\u3056\u307e\u306a\u5730\u57df\u306b\u308f\u305f\u308b\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u306e\u5f37\u5316\u3001\u4e0d\u78ba\u5b9f\u6027\u63a8\u5b9a\u306e\u7d44\u307f\u8fbc\u307f\u306a\u3069\u306e\u8ab2\u984c\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (GNN)\u3001\u30d9\u30a4\u30b8\u30a2\u30f3 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u7269\u7406\u30d9\u30fc\u30b9\u306e AI \u30e2\u30c7\u30eb\u306e\u4eca\u5f8c\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u6d2a\u6c34\u4e88\u6e2c\u3068\u30de\u30c3\u30d4\u30f3\u30b0\u6a5f\u80fd\u304c\u3055\u3089\u306b\u6d17\u7df4\u3055\u308c\u3001\u3088\u308a\u5805\u7262\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9069\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5148\u7aef\u306e AI \u6280\u8853\u3068\u5730\u7406\u7a7a\u9593\u5206\u6790\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u30ea\u30b9\u30af\u8a55\u4fa1\u3068\u707d\u5bb3\u5bfe\u5fdc\u3092\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u7814\u7a76\u8005\u3001\u653f\u7b56\u7acb\u6848\u8005\u3001\u707d\u5bb3\u7ba1\u7406\u30c1\u30fc\u30e0\u306f\u3001\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u6d3b\u7528\u3057\u3066\u3001\u6d2a\u6c34\u88ab\u5bb3\u3092\u8efd\u6e1b\u3057\u3001\u8106\u5f31\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u4fdd\u8b77\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1739825599654\"><strong class=\"schema-faq-question\">1. \u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001SAR \u30c7\u30fc\u30bf\u304c\u5149\u5b66\u753b\u50cf\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u306e\u306f\u306a\u305c\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">SAR (\u5408\u6210\u958b\u53e3\u30ec\u30fc\u30c0\u30fc) \u306f\u3001\u96f2\u3084\u7159\u3001\u3055\u3089\u306b\u306f\u6697\u95c7\u306e\u4e2d\u3067\u3082\u753b\u50cf\u3092\u64ae\u5f71\u3067\u304d\u308b\u305f\u3081\u3001\u6d2a\u6c34\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306b\u975e\u5e38\u306b\u4fe1\u983c\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3001\u5149\u5b66\u753b\u50cf\u306f\u60aa\u5929\u5019\u306b\u3088\u3063\u3066\u906e\u3089\u308c\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u6d2a\u6c34\u767a\u751f\u6642\u306e\u4f7f\u7528\u304c\u5236\u9650\u3055\u308c\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739825607171\"><strong class=\"schema-faq-question\">2. \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u6d2a\u6c34\u691c\u51fa\u3092\u3069\u306e\u3088\u3046\u306b\u6539\u5584\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong> <p class=\"schema-faq-answer\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001SAR \u753b\u50cf\u5185\u306e\u6c34\u306b\u8986\u308f\u308c\u305f\u9818\u57df\u306e\u691c\u51fa\u3092\u81ea\u52d5\u5316\u3057\u3001\u624b\u52d5\u5206\u6790\u306b\u5fc5\u8981\u306a\u6642\u9593\u3068\u52b4\u529b\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002AI \u30e2\u30c7\u30eb\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u3001\u9ad8\u7cbe\u5ea6\u306e\u6d2a\u6c34\u30de\u30c3\u30d7\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739825615234\"><strong class=\"schema-faq-question\">3. \u3053\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u3069\u306e\u5834\u6240\u3067\u3082\u9069\u7528\u3067\u304d\u307e\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">\u306f\u3044\u3001Sentinel-1 SAR \u30c7\u30fc\u30bf\u306f\u4e16\u754c\u4e2d\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\u95a2\u9023\u3059\u308b SAR \u753b\u50cf\u3092\u53d6\u5f97\u3057\u3001\u524d\u51e6\u7406\u3057\u3066\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30d9\u30fc\u30b9\u306e\u6d2a\u6c34\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u540c\u3058\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3042\u3089\u3086\u308b\u6d2a\u6c34\u767a\u751f\u5730\u57df\u306b\u9069\u7528\u3067\u304d\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739825623479\"><strong class=\"schema-faq-question\">4. \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d9\u30fc\u30b9\u306e\u6d2a\u6c34\u30de\u30c3\u30d7\u306f\u3069\u306e\u7a0b\u5ea6\u6b63\u78ba\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 \u30e2\u30c7\u30eb\u306f\u3001\u5f93\u6765\u306e\u5206\u985e\u65b9\u6cd5\u3088\u308a\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3057\u3001\u6570\u5024\u6d41\u4f53\u529b\u5b66\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3088\u308a\u3082\u5927\u5e45\u306b\u9ad8\u901f\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u7cbe\u5ea6\u306f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u74b0\u5883\u6761\u4ef6\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1739825632936\"><strong class=\"schema-faq-question\">5. \u6d2a\u6c34\u30de\u30c3\u30d4\u30f3\u30b0 AI \u306e\u4eca\u5f8c\u306e\u5c55\u958b\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u304b?<\/strong> <p class=\"schema-faq-answer\">\u3088\u308a\u8fc5\u901f\u306a\u5bfe\u5fdc\u3092\u53ef\u80fd\u306b\u3059\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6d2a\u6c34\u691c\u77e5\u30b7\u30b9\u30c6\u30e0\u3002\u3055\u307e\u3056\u307e\u306a\u6d2a\u6c34\u30b7\u30ca\u30ea\u30aa\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u3088\u308a\u512a\u308c\u305f\u30e2\u30c7\u30eb\u306e\u4e00\u822c\u5316\u3002\u7cbe\u5ea6\u5411\u4e0a\u306e\u305f\u3081\u306e\u6d41\u4f53\u529b\u5b66\u30e2\u30c7\u30eb\u3068\u306e\u7d71\u5408\u3002\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u4e0d\u78ba\u5b9f\u6027\u306e\u5b9a\u91cf\u5316\u3002<\/p> <\/div> <\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>","protected":false},"excerpt":{"rendered":"<p>Flooding is among the most frequent and costly natural disasters worldwide. Mapping floods accurately is crucial for disaster management, risk assessment, and mitigation planning. Traditional flood mapping relies on aerial surveys and ground-based observations, but these methods are often costly, time-consuming, and limited by weather conditions. In contrast, synthetic aperture radar (SAR) and deep learning techniques have revolutionized floodplain mapping by offering accurate, rapid, and scalable solutions. This article explores the integration of SAR data and deep learning for floodplain mapping, focusing on the 2019 Midwestern floods in the United States as a case study. It also discusses methodologies, tools, and potential improvements for real-time flood analysis. Leveraging SAR Technology [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":174096,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-174092","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>Comprehensive Guide to Floodplain Mapping Using SAR and Deep Learning<\/title>\n<meta name=\"description\" content=\"Explore floodplain mapping with SAR data and deep learning. Learn how AI enhances flood detection and improves disaster response.\" \/>\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\/floodplain-mapping\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Comprehensive Guide to Floodplain Mapping Using SAR and Deep Learning\" \/>\n<meta property=\"og:description\" content=\"Explore floodplain mapping with SAR data and deep learning. Learn how AI enhances flood detection and improves disaster response.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/floodplain-mapping\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-17T22:00:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-17T22:00:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/pexels-tomasz-krysiak-2149553365-30758961-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1705\" \/>\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=\"19\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/\"},\"author\":{\"name\":\"FlyPix AI Team\",\"@id\":\"https:\\\/\\\/flypix.ai\\\/#\\\/schema\\\/person\\\/762b2907c30a8062bd4dc28816c472e3\"},\"headline\":\"Floodplain Mapping Using Deep Learning and SAR Data\",\"datePublished\":\"2025-02-17T22:00:55+00:00\",\"dateModified\":\"2025-02-17T22:00:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/\"},\"wordCount\":4023,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/pexels-tomasz-krysiak-2149553365-30758961-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"ja\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/\",\"url\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/\",\"name\":\"Comprehensive Guide to Floodplain Mapping Using SAR and Deep Learning\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/flypix.ai\\\/floodplain-mapping\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/flypix.ai\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/pexels-tomasz-krysiak-2149553365-30758961-scaled.jpg\",\"datePublished\":\"2025-02-17T22:00:55+00:00\",\"dateModified\":\"2025-02-17T22:00:58+00:00\",\"description\":\"Explore floodplain mapping with SAR data and deep learning. 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