{"id":6232,"date":"2018-12-17T14:42:52","date_gmt":"2018-12-17T05:42:52","guid":{"rendered":"https:\/\/gunmagisgeek.com\/wordpress\/?p=6232"},"modified":"2022-07-01T02:40:56","modified_gmt":"2022-06-30T17:40:56","slug":"gee%e5%85%a5%e9%96%80google-earth-engine","status":"publish","type":"post","link":"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6232","title":{"rendered":"Google Earth Engine\u306f\u3058\u3081\u307e\u3057\u305f\u3002"},"content":{"rendered":"<p>Google Earth Engine\u3092\u4f7f\u3063\u3066\u307f\u305f<a href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%83%9D%E3%83%BC%E3%83%88%E3%82%A2%E3%82%A4%E3%83%A9%E3%83%B3%E3%83%89\">\u795e\u6238\u30dd\u30fc\u30c8\u30a2\u30a4\u30e9\u30f3\u30c9<\/a>\u306e\u30bf\u30a4\u30e0\u30e9\u30d7\u30b9<\/p>\n<div style=\"width: 774px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-6232-1\" width=\"774\" height=\"532\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"http:\/\/gunmagisgeek.com\/blog\/wp-content\/uploads\/2018\/11\/kobe_portland.mp4?_=1\" \/><a href=\"http:\/\/gunmagisgeek.com\/blog\/wp-content\/uploads\/2018\/11\/kobe_portland.mp4\">http:\/\/gunmagisgeek.com\/blog\/wp-content\/uploads\/2018\/11\/kobe_portland.mp4<\/a><\/video><\/div>\n<p>\u3053\u3053\u6570\u9031\u9593\u3001\u305a\u30fc\u3068Google Earth Engine\u3092\u89e6\u3063\u3066\u904a\u3093\u3067\u3044\u3066\u3001\u306a\u3093\u3068\u304b\u5165\u9580\u7684\u306a\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3050\u3089\u3044\u306a\u3089\u8a18\u4e8b\u3068\u3057\u3066\u304b\u3051\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3063\u305f\u306e\u3067\u3001<a href=\"https:\/\/qiita.com\/advent-calendar\/2018\/googleearth\">Google Earth \/ Google Earth Engine Advent Calendar 2018 &#8211; Qiita<\/a>\u306b\u53c2\u52a0\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>Google Earth Engine\u3068\u306f<\/h2>\n<p><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/gKGOeTFHnKY\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen=\"\"><\/iframe><\/p>\n<blockquote><p>Google Earth Engine \u306f\u3001\u65e5\u3005\u523b\u3005\u3068\u5909\u5316\u3059\u308b\u5730\u7403\u306e\u69d8\u5b50\u3092\u3001\u52d5\u7684\u306a\u30c7\u30b8\u30bf\u30eb \u30e2\u30c7\u30eb\u3068\u3057\u3066\u8868\u73fe\u3059\u308b\u305f\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u74b0\u5883\u76e3\u8996\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u6570\u30da\u30bf\u30d0\u30a4\u30c8\u3082\u306e\u885b\u661f\u5199\u771f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u306e\u60c5\u5831\u3092\u9ad8\u6a5f\u80fd\u30c4\u30fc\u30eb\u3067\u5206\u6790\u3057\u3066\u5730\u56f3\u4e0a\u306b\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30a2\u30de\u30be\u30f3\u6cb3\u6d41\u57df\u306e\u71b1\u5e2f\u96e8\u6797\u3084\u30b3\u30f3\u30b4\u306e\u6c34\u8cc7\u6e90\u306e\u5909\u5316\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002<\/p><\/blockquote>\n<p>GEE\u306f\u3001\u30b0\u30fc\u30b0\u30eb\u306e\u30af\u30e9\u30a6\u30c9\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30da\u30bf\u30d0\u30a4\u30c8\u7d1a\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u30d6\u30e9\u30a6\u30b6\u4e0a\u3067\u5206\u6790\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<p>code Editor\u3068map viewer\u3092\u5099\u3048\u3001\u30a8\u30c7\u30a3\u30bf\u3067\u7de8\u96c6\u3057\u305f\u5185\u5bb9\u3092\u5373\u5ea7\u306b\u5730\u56f3\u30d3\u30e5\u30fc\u30a2\u30fc\u3067\u78ba\u8a8d\u3067\u304d\u308b\u3068\u3066\u3082\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003\uff1a<\/strong><br \/>\n<a href=\"https:\/\/sorabatake.jp\/ap_20181028\">\u885b\u661f\u753b\u50cf\u89e3\u6790\u304c\u5909\u308f\u308b!? \u300cGoogle Earth Engine\u300d\u306e\u4f55\u304c\u3059\u3054\u3044\u306e\u304b | \u5b99\u7551<\/a><\/p>\n<h2>GEE\u306e\u5229\u70b9<\/h2>\n<p>\u30fb \u30b3\u30fc\u30c9\u30c9\u30ea\u30d6\u30f3<br \/>\nLandsat\u306e\u885b\u661f\u30c7\u30fc\u30bf\u306a\u3069\u3001\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u3068\u3057\u3066\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u885b\u661f\u753b\u50cf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u306f\u4ed6\u306b\u3082\u591a\u3005\u3042\u308a\u307e\u3059\u304c\u3001\u6b32\u3057\u3044\u885b\u661f\u753b\u50cf\u3092\u898b\u3064\u3051\u51fa\u3059\u305f\u3081\u306e\u691c\u7d22UI\u306b\u306a\u304b\u306a\u304b\u300c\u3053\u308c\u300d\u3068\u3044\u3063\u305f\u4f7f\u3044\u3084\u3059\u3044\u3082\u306e\u304c\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\nGEE\u306f\u30d6\u30e9\u30a6\u30b6\u306e\u307f\u3067\u52d5\u4f5c\u3059\u308b\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf\u306b\u3001\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3060\u3051\u3067\u975e\u5e38\u306b\u7c21\u5358\u306b\u6b32\u3057\u3044\u885b\u661f\u753b\u50cf\u3092\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a73\u3057\u304f\u306f\u3001\u660e\u65e5\u516c\u958b\u3059\u308b\u4e88\u5b9a\u306e\u300c[GEE\u5165\u9580]\u885b\u661f\u753b\u50cf\u306e\u30ed\u30fc\u30c9\u3068\u5730\u56f3\u3078\u306e\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30fb\u30d0\u30e9\u30f3\u30b9\u306e\u826f\u3044GUI<br \/>\n\u5fc5\u8981\u306a\u51e6\u7406\u3092\u5168\u3066\u30b3\u30fc\u30c9\u3067\u8a18\u8ff0\u3067\u304d\u308b\u306e\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306b\u306a\u308c\u305f\u8005\u306b\u306f\u3068\u3066\u3082\u4fbf\u5229\u3067\u3059\u304c\u3001\u4e00\u65b9\u3001\u7279\u5b9a\u306e\u4f4d\u7f6e\u60c5\u5831(\u7def\u5ea6\u7d4c\u5ea6)\u3092\u8abf\u3079\u3066\u8a18\u8ff0\u3059\u308b\u306e\u306f\u9762\u5012\u306a\u4f5c\u696d\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\nGEE\u306f\u305d\u306e\u8fba\u308a\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u3068\u3066\u3082\u3088\u304f\u3067\u304d\u3066\u3044\u3066\u3001\u4f8b\u3048\u3070\u7279\u5b9a\u4f4d\u7f6e\u306e\u7def\u5ea6\u7d4c\u5ea6\u304c\u6b32\u3057\u3044\u5834\u5408\u3001\u5730\u56f3\u30d3\u30e5\u30fc\u30a2\u30fc\u306b\u4ed8\u968f\u3057\u3066\u3044\u308b\u30b8\u30aa\u30e1\u30c8\u30ea\u7de8\u96c6\u6a5f\u80fd\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u5730\u56f3\u4e0a\u306b\u30de\u30fc\u30ab\u30fc\u3092\u8a2d\u7f6e\u3059\u308b\u3068\u3001\u305d\u306e\u4f4d\u7f6e\u60c5\u5831\u304c\u30b8\u30aa\u30e1\u30c8\u30ea\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf\u306e\u4e2d\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u308b\u305f\u3081\u3001\u3044\u3061\u3044\u3061\u7def\u5ea6\u7d4c\u5ea6\u3092\u8abf\u3079\u3066\u30b3\u30d4\u30da\u3059\u308b\u306a\u3069\u306e\u4f5c\u696d\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30fb\u30af\u30e9\u30a6\u30c9\u30d1\u30ef\u30fc<br \/>\n\u30b3\u30fc\u30c9\u30a8\u30c7\u30a3\u30bf\u306b\u8a18\u8ff0\u3057\u305f\u51e6\u7406\u306f\u3001Google\u306e\u30af\u30e9\u30a6\u30c9\u306b\u9001\u4fe1\u3055\u308c\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<br \/>\n\u500b\u4eba\u306ePC\u3067\u306f\u8ca0\u8377\u304c\u9ad8\u3059\u304e\u3066\u884c\u3048\u306a\u3044\u3088\u3046\u306a\u51e6\u7406\u3082\u3001\u30af\u30e9\u30a6\u30c9\u306e\u529b\u3067\u5373\u5ea7\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u4eca\u5f8c\u306e\u4e88\u5b9a<\/h2>\n<p>Google Earth Engine\u3092\u4f7f\u3046\u4e0a\u3067\u306e\u57fa\u790e\u7684\u306a\u64cd\u4f5c\u306b\u3064\u3044\u3066\u8a18\u8f09\u3057\u3066\u3044\u304f\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6232\">[GEE\u5165\u9580]Google Earth Engine\u306f\u3058\u3081\u307e\u3057\u305f\u3002<\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6236\">[GEE\u5165\u9580]\u885b\u661f\u753b\u50cf\u306e\u30ed\u30fc\u30c9\u3068\u5730\u56f3\u3078\u306e\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6239\">[GEE\u5165\u9580]\u885b\u661f\u753b\u50cf\u306b\u30d1\u30f3\u30b7\u30e3\u30fc\u30d7\u51e6\u7406\u3092\u65bd\u3059<\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6238\">[GEE\u5165\u9580]\u96f2\u306e\u306a\u3044\u753b\u50cf\u3092\u63a2\u3059\uff0f\u96f2\u3092\u6d88\u3059<\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6264\">[GEE\u5165\u9580]\u885b\u661f\u753b\u50cf\u306e\u5408\u6210\u3001\u30e2\u30b6\u30a4\u30af\u5316\u3001\u5207\u308a\u629c\u304d <\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6254\">[GEE\u5165\u9580]\u30d0\u30f3\u30c9\u9593\u6f14\u7b97\u3092\u884c\u3046<\/a><br \/>\n<a href=\"https:\/\/gunmagisgeek.com\/blog\/googleearthengine\/6237\">[GEE\u5165\u9580]\u885b\u661f\u753b\u50cf\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8(\u753b\u50cf\uff0f\u52d5\u753b\uff0f\u30bf\u30a4\u30eb)<\/a><\/p>\n<h2>\u30a2\u30c9\u30d9\u30f3\u30c8\u30ab\u30ec\u30f3\u30c0\u30fc<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u306f\u3001<a href=\"https:\/\/qiita.com\/advent-calendar\/2018\/googleearth?fbclid=IwAR3kO5kBRJhrwyYPkmMUBPk1IAAu-pJupq9ip_N1KZ8joHdfPDlTEPTM3tE\">Google Earth \/ Google Earth Engine Advent Calendar 2018<\/a>\u3078\u306e\u53c2\u52a0\u6295\u7a3f\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google Earth Engine\u3092\u4f7f\u3063\u3066\u307f\u305f&hellip;<\/p>\n","protected":false},"author":1,"featured_media":6277,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[76],"tags":[],"class_list":["post-6232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-googleearthengine","has-post-thumbnail-archive"],"_links":{"self":[{"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/posts\/6232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/comments?post=6232"}],"version-history":[{"count":1,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/posts\/6232\/revisions"}],"predecessor-version":[{"id":7956,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/posts\/6232\/revisions\/7956"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/media\/6277"}],"wp:attachment":[{"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/media?parent=6232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/categories?post=6232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gunmagisgeek.com\/blog\/wp-json\/wp\/v2\/tags?post=6232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}