{"id":36950,"date":"2025-06-25T10:39:36","date_gmt":"2025-06-25T01:39:36","guid":{"rendered":"https:\/\/gri.jp\/media\/?p=36950"},"modified":"2025-11-20T12:15:53","modified_gmt":"2025-11-20T03:15:53","slug":"%e3%80%8c%e5%9c%b0%e7%90%86%e7%a9%ba%e9%96%93%e3%83%87%e3%83%bc%e3%82%bf%e3%80%8d%e7%8f%be%e4%bb%a3%e7%a4%be%e4%bc%9a%e3%82%92%e6%94%af%e3%81%88%e3%82%8b%e3%80%8c%e5%a0%b4%e6%89%80%e3%80%8d%e3%81%ae","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/36950","title":{"rendered":"\u300c\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u300d\u73fe\u4ee3\u793e\u4f1a\u3092\u652f\u3048\u308b\u300c\u5834\u6240\u300d\u306e\u60c5\u5831\u305f\u3061"},"content":{"rendered":"<div class=\"relative\">\n<div class=\"prose text-pretty dark:prose-invert inline leading-normal break-words min-w-0 [word-break:break-word]\">\n<p class=\"my-0\">\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3067\u7d4c\u8def\u691c\u7d22\u3092\u884c\u3046\u3068\u304d\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3067\u5929\u6c17\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u3055\u3089\u306b\u306f\u884c\u653f\u304c\u90fd\u5e02\u8a08\u753b\u3092\u7b56\u5b9a\u3059\u308b\u3068\u304d\u2500\u2500\u305d\u306e\u80cc\u5f8c\u3067\u306f\u3001\u5834\u6240\u306b\u3072\u3082\u3065\u3044\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u30fb\u89e3\u6790\u30fb\u6d3b\u7528\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u5b9a\u7fa9\u3084\u6b74\u53f2\u3001\u5206\u6790\u624b\u6cd5\u3001\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u52d5\u5411\u3001\u5e02\u5834\u898f\u6a21\u3001\u305d\u3057\u3066\u672a\u6765\u5c55\u671b\u307e\u3067\u3092\u4fef\u77b0\u3057\u3001\u305d\u306e\u53ef\u80fd\u6027\u3068\u8ab2\u984c\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"1\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3068\u306f\u4f55\u304b<\/h2>\n<p class=\"my-0\">\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306f\u300c\u3069\u3053\u306b\u4f55\u304c\u3042\u308b\u304b\u300d\u300c\u305d\u3053\u3067\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u793a\u3059\u60c5\u5831\u306e\u7dcf\u79f0\u3067\u3001\u8868\u73fe\u5f62\u5f0f\u306f\u5927\u304d\u304f <strong>\u30d9\u30af\u30c8\u30eb<\/strong> \u3068 <strong>\u30e9\u30b9\u30bf\u30fc<\/strong> \u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\u30d9\u30af\u30c8\u30eb\u5f62\u5f0f\u3067\u306f\u70b9\u30fb\u7dda\u30fb\u9762\u3068\u3044\u3046\u5e7e\u4f55\u5b66\u5f62\u72b6\u3067\u5e97\u8217\u3084\u9053\u8def\u3001\u884c\u653f\u533a\u753b\u306a\u3069\u3092\u8868\u3057\u3001\u5c5e\u6027\u3068\u3057\u3066\u540d\u79f0\u3084\u7bc9\u5e74\u6570\u3001\u4ea4\u901a\u91cf\u3068\u3044\u3063\u305f\u60c5\u5831\u3092\u4ed8\u52a0\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u30e9\u30b9\u30bf\u30fc\u5f62\u5f0f\u306f\u5730\u8868\u3092\u7d30\u304b\u306a\u30bb\u30eb\u306b\u533a\u5207\u308a\u3001\u5404\u30bb\u30eb\u306b\u885b\u661f\u753b\u50cf\u306e\u753b\u7d20\u5024\u3084\u6a19\u9ad8\u3001\u6c17\u6e29\u306a\u3069\u3092\u683c\u7d0d\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u7d71\u5408\u30fb\u53ef\u8996\u5316\u3057\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u307e\u3067\u53ef\u80fd\u306b\u3059\u308b\u306e\u304c <strong>GIS\uff08Geographic Information System\uff09<\/strong> \u3067\u3059\u3002\u7d19\u5730\u56f3\u306b\u4f4d\u7f6e\u3092\u66f8\u304d\u8fbc\u3080\u4f5c\u696d\u304c\u3001\u3044\u307e\u3084\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u52d5\u7684\u304b\u3064\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u884c\u308f\u308c\u3066\u3044\u308b\u3068\u6349\u3048\u308c\u3070\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"2--ai\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u30c7\u30b8\u30bf\u30eb\u5730\u56f3\u8a95\u751f\u304b\u3089AI\u3068\u306e\u878d\u5408\u3078<\/h2>\n<p class=\"my-0\">\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u6b74\u53f2\u3092\u305f\u3069\u308b\u3068\u30011960 \u5e74\u4ee3\u306b\u30ab\u30ca\u30c0\u3067\u958b\u767a\u3055\u308c\u305f CGIS \u304c\u51fa\u767a\u70b9\u3068\u306a\u308a\u307e\u3059\u300280\u301c90 \u5e74\u4ee3\u306b\u5165\u308b\u3068 GPS \u304c\u6c11\u9593\u958b\u653e\u3055\u308c\u3001Landsat \u306a\u3069\u306e\u5730\u7403\u89b3\u6e2c\u885b\u661f\u304c\u64ae\u5f71\u3057\u305f\u753b\u50cf\u3082\u516c\u958b\u3055\u308c\u3001\u9ad8\u7cbe\u5ea6\u6e2c\u4f4d\u3068\u5e83\u57df\u89b3\u6e2c\u304c\u540c\u6642\u306b\u9032\u5c55\u3057\u307e\u3057\u305f\u30022000 \u5e74\u4ee3\u4ee5\u964d\u306f\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3068\u30af\u30e9\u30a6\u30c9\u306e\u666e\u53ca\u3001\u305d\u3057\u3066 IoT \u30c7\u30d0\u30a4\u30b9\u306e\u7206\u767a\u7684\u5897\u52a0\u306b\u3088\u3063\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u4f4d\u7f6e\u60c5\u5831\u304c\u751f\u307f\u51fa\u3055\u308c\u308b\u6642\u4ee3\u304c\u5230\u6765\u3057\u307e\u3059\u3002\u8fd1\u5e74\u306f AI \u304c\u89e3\u6790\u306e\u4e3b\u5f79\u3068\u306a\u308a\u3001\u4eba\u624b\u3067\u306f\u8ffd\u3044\u3064\u304b\u306a\u304b\u3063\u305f\u30c7\u30fc\u30bf\u91cf\u3092\u9ad8\u901f\u306b\u51e6\u7406\u3057\u3001\u9700\u8981\u4e88\u6e2c\u3084\u30ea\u30b9\u30af\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7cbe\u5ea6\u3092\u5287\u7684\u306b\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002\u6b27\u5dde\u306e <strong>Sentinel<\/strong> \u3084\u65e5\u672c\u306e <strong>\u300c\u3060\u3044\u3061 2 \u53f7\u300d<\/strong> \u306e\u3088\u3046\u306b\u3001\u9ad8\u5206\u89e3\u80fd\u3067\u9ad8\u983b\u5ea6\u306e\u89b3\u6e2c\u3092\u884c\u3046\u885b\u661f\u304c\u7d9a\u3005\u3068\u6253\u3061\u4e0a\u3052\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3082\u3001\u3053\u306e\u6f6e\u6d41\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"3\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u7a7a\u9593\u5206\u6790\u306e\u6839\u5e79\u306b\u3042\u308b\u81ea\u5df1\u76f8\u95a2\u3068\u7570\u8cea\u6027<\/h2>\n<p class=\"my-0\">\u5730\u7406\u60c5\u5831\u79d1\u5b66\u306b\u306f\u300c\u8fd1\u3044\u3082\u306e\u306f\u4f3c\u308b\u300d\u3068\u3044\u3046 <strong>\u30c8\u30d6\u30e9\u30fc\u306e\u7b2c\u4e00\u6cd5\u5247<\/strong> \u304c\u3042\u308a\u3001\u3053\u308c\u306f\u7a7a\u9593\u7684\u81ea\u5df1\u76f8\u95a2\u3068\u3057\u3066\u5b9a\u91cf\u5316\u3055\u308c\u307e\u3059\u3002\u4f4f\u5b85\u5730\u3068\u5546\u696d\u65bd\u8a2d\u306e\u7acb\u5730\u95a2\u4fc2\u3001\u68ee\u6797\u4f10\u63a1\u3068\u6cb3\u5ddd\u6fc1\u5ea6\u306e\u76f8\u95a2\u306a\u3069\u3001\u8ddd\u96e2\u304c\u8fd1\u3044\u307b\u3069\u5c5e\u6027\u3082\u4f3c\u901a\u3046\u73fe\u8c61\u304c\u4ee3\u8868\u4f8b\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u5730\u57df\u3054\u3068\u306b\u76f8\u95a2\u306e\u5f37\u3055\u304c\u5909\u308f\u308b\u7a7a\u9593\u7684\u7570\u8cea\u6027\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u81ea\u5df1\u76f8\u95a2\u3092\u6e2c\u308b\u6307\u6a19\u306b\u306f <strong>Moran\u2019s I<\/strong> \u304c\u5e83\u304f\u4f7f\u308f\u308c\u3001\u5730\u57df\u5dee\u3092\u52a0\u5473\u3059\u308b\u56de\u5e30\u624b\u6cd5\u3068\u3057\u3066\u306f <strong>GWR\uff08Geographically Weighted Regression\uff09<\/strong> \u304c\u5b9a\u756a\u3067\u3059\u3002\u3053\u3046\u3057\u305f\u30e2\u30c7\u30eb\u306f\u90fd\u5e02\u306e\u72af\u7f6a\u4e88\u6e2c\u304b\u3089\u8fb2\u4f5c\u7269\u306e\u53ce\u91cf\u63a8\u5b9a\u307e\u3067\u3001\u9a5a\u304f\u307b\u3069\u591a\u69d8\u306a\u9818\u57df\u3067\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"4\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u6700\u524d\u7dda<\/h2>\n<p class=\"my-0\">\u4f4d\u7f6e\u30c7\u30fc\u30bf\u306f\u5229\u4fbf\u6027\u3068\u80cc\u4e2d\u5408\u308f\u305b\u3067\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30ea\u30b9\u30af\u3092\u62b1\u3048\u307e\u3059\u3002\u7d71\u8a08\u7684\u7279\u5fb4\u3092\u4fdd\u3061\u3064\u3064\u500b\u4eba\u3092\u7279\u5b9a\u4e0d\u80fd\u306b\u3059\u308b <strong>\u5dee\u5206\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc<\/strong>\u3001\u540c\u4e00\u5c5e\u6027\u3092\u6301\u3064\u5229\u7528\u8005\u3092\u4e00\u5b9a\u6570\u307e\u3068\u3081\u3066\u533f\u540d\u5316\u3059\u308b <strong>k-\u533f\u540d\u5316<\/strong>\u3001\u7cbe\u5ea6\u3092\u610f\u56f3\u7684\u306b\u843d\u3068\u3057\u3066\u63d0\u4f9b\u3059\u308b <strong>\u4f4d\u7f6e\u60c5\u5831\u30de\u30b9\u30ad\u30f3\u30b0<\/strong> \u306a\u3069\u306e\u6280\u8853\u304c\u5b9f\u88c5\u3055\u308c\u308b\u306e\u306f\u305d\u306e\u305f\u3081\u3067\u3059\u3002\u6b27\u5dde\u306e <strong>GDPR<\/strong> \u3084\u65e5\u672c\u306e <strong>\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5<\/strong> \u306f\u3001\u3053\u3046\u3057\u305f\u6280\u8853\u7684\u63aa\u7f6e\u306b\u52a0\u3048\u3001\u904b\u7528\u9762\u306e\u900f\u660e\u6027\u3092\u91cd\u8996\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u306f\u6280\u8853\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u4e21\u8f2a\u3067\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"5\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u793e\u4f1a\u3092\u5909\u3048\u308b\u5fdc\u7528\u306e\u5e83\u304c\u308a<\/h2>\n<p class=\"my-0\">\u90fd\u5e02\u8a08\u753b\u3067\u306f\u4eba\u53e3\u52d5\u614b\u3001\u4ea4\u901a\u6d41\u3001\u30a4\u30f3\u30d5\u30e9\u8001\u673d\u5ea6\u306a\u3069\u306e\u30c7\u30fc\u30bf\u304c\u7d71\u5408\u3055\u308c\u3001\u30ea\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3084\u6e0b\u6ede\u89e3\u6d88\u7b56\u306e\u691c\u8a0e\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u707d\u5bb3\u5206\u91ce\u3067\u306f\u30cf\u30b6\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u9ad8\u5ea6\u5316\u3084\u88ab\u5bb3\u72b6\u6cc1\u306e\u5373\u6642\u628a\u63e1\u304c\u9032\u307f\u3001\u74b0\u5883\u4fdd\u5168\u3067\u306f\u68ee\u6797\u4f10\u63a1\u3084\u6d77\u6d0b\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u306e\u5e38\u6642\u76e3\u8996\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u306e\u4e16\u754c\u3067\u3082\u3001\u7269\u6d41\u306e\u30eb\u30fc\u30c8\u6700\u9069\u5316\u3084\u5e97\u8217\u7acb\u5730\u6226\u7565\u3001\u30e2\u30d0\u30a4\u30eb\u5e83\u544a\u306e\u30b8\u30aa\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306f\u58f2\u4e0a\u5411\u4e0a\u3068\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u4e21\u9762\u3067\u6b20\u304b\u305b\u306a\u3044\u5b58\u5728\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u516c\u5171\u653f\u7b56\u3067\u306f\u611f\u67d3\u75c7\u306e\u62e1\u6563\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u8fb2\u696d\u751f\u7523\u91cf\u306e\u63a8\u5b9a\u306b\u63a1\u7528\u3055\u308c\u3001\u5b89\u5168\u4fdd\u969c\u306e\u5206\u91ce\u3067\u3082\u56fd\u5883\u76e3\u8996\u3084\u707d\u5bb3\u6642\u306e\u5373\u5fdc\u614b\u52e2\u5f37\u5316\u306b\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"6\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u7387<\/h2>\n<p class=\"my-0\">\u8907\u6570\u306e\u5e02\u5834\u8abf\u67fb\u4f1a\u793e\u306e\u6700\u65b0\u30ec\u30dd\u30fc\u30c8\u3092\u7dcf\u5408\u3059\u308b\u3068\u3001\u4e16\u754c\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u95a2\u9023\u5e02\u5834\u306f 2023 \u5e74\u6642\u70b9\u3067\u304a\u304a\u3080\u306d <strong>810 \u5104\u301c 1,060 \u5104\u30c9\u30eb<\/strong> \u306e\u898f\u6a21\u3068\u63a8\u8a08\u3055\u308c\u307e\u3059\u30022028 \u5e74\u306b\u306f <strong>1,400 \u5104\u301c 1,600 \u5104\u30c9\u30eb<\/strong> \u306b\u9054\u3057\u30012032 \u5e74\u306b\u306f <strong>2,600 \u5104\u301c 3,500 \u5104\u30c9\u30eb<\/strong> \u3078\u62e1\u5927\u3059\u308b\u898b\u8fbc\u307f\u3067\u3001\u5e74\u5e73\u5747\u6210\u9577\u7387\u306f <strong>11\u301c15%<\/strong> \u3068\u9ad8\u3044\u6c34\u6e96\u3067\u3059\u3002\u65e5\u672c\u56fd\u5185\u3067\u3082 2023 \u5e74\u306e <strong>3.3 \u5104\u30c9\u30eb<\/strong> \u304c 2032 \u5e74\u306b\u306f <strong>7.4 \u5104\u30c9\u30eb<\/strong> \u524d\u5f8c\u306b\u6210\u9577\u3059\u308b\u3068\u3055\u308c\u3001\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u6295\u8cc7\u3084\u884c\u653f DX \u304c\u9700\u8981\u3092\u62bc\u3057\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"7\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u6280\u8853\u9769\u65b0\u304c\u5207\u308a\u958b\u304f\u672a\u6765\u50cf<\/h2>\n<p class=\"my-0\">\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306e\u5206\u91ce\u3067\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4ea4\u901a\u60c5\u5831\u3084\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u3001\u74b0\u5883\u30bb\u30f3\u30b7\u30f3\u30b0\u3092\u7d71\u5408\u3057\u3001\u90fd\u5e02\u6a5f\u80fd\u3092\u81ea\u5f8b\u7684\u306b\u6700\u9069\u5316\u3059\u308b\u52d5\u304d\u304c\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u3067\u306f\u3001\u9ad8\u7cbe\u5ea6 3D \u30de\u30c3\u30d7\u3068 LiDAR \u30bb\u30f3\u30b5\u30fc\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3057\u3001\u90fd\u5e02\u90e8\u3067\u306e\u30ec\u30d9\u30eb 4 \u8d70\u884c\u304c\u8996\u91ce\u306b\u5165\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u6c17\u5019\u5909\u52d5\u5bfe\u7b56\u3067\u306f\u3001ESA \u306e <strong>Copernicus<\/strong> \u3084 NASA \u306e <strong>ECOSTRESS<\/strong> \u306a\u3069\u304c\u63d0\u4f9b\u3059\u308b\u885b\u661f\u30c7\u30fc\u30bf\u306b AI \u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u8131\u70ad\u7d20\u6226\u7565\u3092\u79d1\u5b66\u7684\u306b\u88cf\u4ed8\u3051\u308b\u53d6\u308a\u7d44\u307f\u304c\u9032\u884c\u4e2d\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u90fd\u5e02\u3084\u5de5\u5834\u3092\u4eee\u60f3\u7a7a\u9593\u306b\u518d\u73fe\u3059\u308b <strong>\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3<\/strong> \u306f\u3001\u5efa\u7bc9\u8a2d\u8a08\u304b\u3089\u9632\u707d\u8a13\u7df4\u307e\u3067\u6d3b\u7528\u7bc4\u56f2\u3092\u5e83\u3052\u3066\u3044\u307e\u3059\u3002\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u306e\u878d\u5408\u3082\u59cb\u307e\u308a\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u771f\u6b63\u6027\u8a3c\u660e\u3084\u571f\u5730\u767b\u8a18\u306e\u6539\u3056\u3093\u9632\u6b62\u306b\u5f79\u7acb\u3066\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"8\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u7523\u696d\u3078\u306e\u5f71\u97ff\u3068\u6295\u8cc7\u52d5\u5411<\/h2>\n<p class=\"my-0\">\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5e02\u5834\u306e\u6025\u6210\u9577\u306f\u95a2\u9023\u7523\u696d\u3078\u306e\u6295\u8cc7\u3092\u547c\u3073\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u885b\u661f\u5206\u91ce\u3067\u306f\u5c0f\u578b\u5730\u7403\u89b3\u6e2c\u885b\u661f\u30b3\u30f3\u30b9\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u767b\u5834\u306b\u3088\u308a\u30c7\u30fc\u30bf\u53d6\u5f97\u30b3\u30b9\u30c8\u304c\u4e0b\u304c\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u30c9\u30ed\u30fc\u30f3\u5206\u91ce\u3067\u306f\u8fb2\u696d\u3084\u5efa\u8a2d\u3001\u30a4\u30f3\u30d5\u30e9\u70b9\u691c\u3067\u306e\u5b9f\u8a3c\u304c\u9032\u307f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u30a2\u30b8\u30e3\u30a4\u30eb\u5316\u3092\u63a8\u3057\u9032\u3081\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001GIS \u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u3084\u30af\u30e9\u30a6\u30c9\u578b\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3082\u9700\u8981\u304c\u62e1\u5927\u3057\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3068\u5927\u624b\u30d9\u30f3\u30c0\u30fc\u304c\u3057\u306e\u304e\u3092\u524a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"9\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u6b8b\u3055\u308c\u305f\u8ab2\u984c\u3068\u5c55\u671b<\/h2>\n<p class=\"my-0\">\u6280\u8853\u7684\u306a\u9032\u6b69\u306b\u6bd4\u3079\u3001\u4eba\u6750\u80b2\u6210\u306f\u8ffd\u3044\u3064\u3044\u3066\u3044\u307e\u305b\u3093\u3002GIS\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u6a2a\u65ad\u3067\u304d\u308b\u5c02\u9580\u5bb6\u306f\u6162\u6027\u7684\u306b\u4e0d\u8db3\u3057\u3066\u304a\u308a\u3001\u7523\u5b66\u9023\u643a\u306b\u3088\u308b\u6559\u80b2\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u6025\u52d9\u3067\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084 API \u306e\u6a19\u6e96\u5316\u3082\u9014\u4e0a\u3067\u3001\u6c11\u9593\u306e\u72ec\u81ea\u4ed5\u69d8\u304c\u4e71\u7acb\u3059\u308b\u3068\u5229\u6d3b\u7528\u30b3\u30b9\u30c8\u304c\u8df3\u306d\u4e0a\u304c\u308b\u61f8\u5ff5\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5229\u4fbf\u6027\u306e\u88cf\u5074\u306b\u6f5c\u3080\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30ea\u30b9\u30af\u306b\u5bfe\u3057\u3066\u306f\u3001\u5e02\u6c11\u304c\u5b89\u5fc3\u3057\u3066\u30c7\u30fc\u30bf\u63d0\u4f9b\u3067\u304d\u308b\u900f\u660e\u6027\u3068\u8aac\u660e\u8cac\u4efb\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<h2 id=\"10\" class=\"mb-2 mt-6 text-base font-[500] first:mt-0 md:text-lg dark:font-[475] [hr+&amp;]:mt-4\">\u5834\u6240\u306e\u79d1\u5b66\u304c\u63cf\u304f\u6b21\u306e\u4e16\u754c<\/h2>\n<p 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