{"id":10609,"date":"2024-07-06T20:36:51","date_gmt":"2024-07-06T18:36:51","guid":{"rendered":"https:\/\/geopard.tech\/?p=10609"},"modified":"2024-07-06T20:36:51","modified_gmt":"2024-07-06T18:36:51","slug":"%e6%a3%ae%e6%9e%97%e5%8a%a3%e5%8c%96%e3%82%92%e7%9b%a3%e8%a6%96%e3%81%99%e3%82%8b%e3%81%9f%e3%82%81%e3%81%ae%e3%83%aa%e3%83%a2%e3%83%bc%e3%83%88%e3%82%bb%e3%83%b3%e3%82%b7%e3%83%b3%e3%82%b0%e3%83%87","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/","title":{"rendered":"\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u878d\u5408\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a\u65b0\u305f\u306a\u7814\u7a76"},"content":{"rendered":"<p>\u5730\u7403\u898f\u6a21\u306e\u6c17\u5019\u5909\u52d5\u3068\u4eba\u9593\u6d3b\u52d5\u306e\u5897\u5927\u306b\u76f4\u9762\u3057\u3001\u4e16\u754c\u4e2d\u306e\u68ee\u6797\u306f\u69d8\u3005\u306a\u5bb3\u866b\u3001\u75c5\u539f\u4f53\u3001\u75c5\u6c17\u306e\u8105\u5a01\u306b\u3055\u3089\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u8105\u5a01\u306f\u3001\u5929\u7136\u6797\u3068\u690d\u6797\u5730\u306e\u4e21\u65b9\u306e\u5065\u5168\u6027\u3001\u56de\u5fa9\u529b\u3001\u751f\u7523\u6027\u3092\u640d\u306a\u3046\u3002.<\/p>\n<p>\u3053\u308c\u3089\u306e\u554f\u984c\u3092\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3059\u308b\u306b\u306f\u3001\u65e9\u671f\u767a\u898b\u3068\u5bfe\u7b56\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u304c\u3001\u5e83\u7bc4\u56f2\u306b\u308f\u305f\u308b\u5834\u5408\u306f\u56f0\u96e3\u3092\u4f34\u3044\u307e\u3059\u3002\u3053\u306e\u91cd\u8981\u6027\u3092\u8a8d\u8b58\u3057\u3001\u7814\u7a76\u8005\u305f\u3061\u306f\u5730\u7403\u89b3\u6e2c\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u68ee\u6797\u52a3\u5316\u306e\u76e3\u8996\u3068\u7ba1\u7406\u306e\u305f\u3081\u306e\u65b0\u6280\u8853\u3092\u958b\u767a\u3057\u3066\u304d\u307e\u3057\u305f\u3002.<\/p>\n<p>\u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001Google Earth\u306e\u30c7\u30fc\u30bf\u306b\u88cf\u4ed8\u3051\u3089\u308c\u305fSentinel-2\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u753b\u50cf\u3092\u7528\u3044\u3066\u3001\u88ab\u5bb3\u3092\u53d7\u3051\u305f\u68ee\u6797\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u7279\u306b\u3001\u30ad\u30af\u30a4\u30e0\u30b7\u306e\u4e00\u7a2e\u3067\u3042\u308bPolygraphus proximus Blandford\u306e\u88ab\u5bb3\u3092\u53d7\u3051\u305f\u5317\u65b9\u6797\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u308b\u3002.<\/p>\n<p>\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u753b\u50cf\u3068\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u68ee\u6797\u88ab\u5bb3\u3092\u691c\u51fa\u30fb\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306b\u3001\u305d\u306e\u65b9\u6cd5\u8ad6\u3068\u7814\u7a76\u7d50\u679c\u306e\u6982\u8981\u3092\u7c21\u5358\u306b\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u753b\u50cf\u6ce8\u91c8\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a\uff1a<\/strong> \u7814\u7a76\u8005\u305f\u3061\u306f\u307e\u305a\u3001Google Earth\u3067\u5229\u7528\u53ef\u80fd\u306a\u3001\u81ea\u7136\u306a\u8272\u77e5\u899a\uff08\u8d64\u3001\u7dd1\u3001\u9752\uff09\u306b\u5bfe\u5fdc\u3059\u308b\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u753b\u50cf\u306b\u6ce8\u91c8\u3092\u4ed8\u3051\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u305f\u3002\u6b21\u306b\u3001\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3001\u610f\u5473\u7684\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u691c\u51fa\u3068\u3044\u30462\u3064\u306e\u554f\u984c\u306b\u9069\u7528\u3057\u305f\u3002.<\/li>\n<li><strong>\u5b9f\u9a13\u7d50\u679c\uff1a<\/strong> \u7814\u7a76\u8005\u305f\u3061\u306f\u5b9f\u9a13\u3092\u901a\u3057\u3066\u3001\u5bfe\u8c61\u7269\u306e\u5909\u5316\u3092\u9ad8\u7cbe\u5ea6\u3067\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f84.56%\u306eF1\u30b9\u30b3\u30a2\u3092\u9054\u6210\u3057\u3001\u640d\u50b7\u3057\u305f\u6a39\u6728\u306e\u6570\u3092\u52b9\u679c\u7684\u306b\u7279\u5b9a\u3057\u3001\u67af\u6b7b\u3057\u305f\u6797\u306e\u9762\u7a4d\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002.<\/li>\n<li><strong>Sentinel-2\u753b\u50cf\u3068\u306e\u7d71\u5408\uff1a<\/strong> \u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u304b\u3089\u5f97\u3089\u308c\u305f\u640d\u50b7\u30de\u30b9\u30af\u3092\u3001\u4e2d\u89e3\u50cf\u5ea6\u306eSentinel-2\u753b\u50cf\u3068\u7d71\u5408\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a81.26%\u306e\u7cbe\u5ea6\u304c\u9054\u6210\u3055\u308c\u3001\u904b\u7528\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306b\u9069\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u5f53\u8a72\u5730\u57df\u306b\u304a\u3051\u308b\u68ee\u6797\u88ab\u5bb3\u3092\u8fc5\u901f\u304b\u3064\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u65b9\u6cd5\u3067\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002.<\/li>\n<li><strong>\u72ec\u81ea\u306e\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8:<\/strong> \u3055\u3089\u306b\u3001\u7814\u7a76\u8005\u3089\u306f\u3001\u8abf\u67fb\u5730\u57df\u306b\u304a\u3051\u308b\u30dd\u30ea\u30b0\u30e9\u30d5\u7532\u866b\u306b\u3088\u308b\u88ab\u5bb3\u3092\u53d7\u3051\u305f\u68ee\u6797\u5730\u57df\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u3001\u72ec\u81ea\u306e\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u305f\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u4eca\u5f8c\u306e\u7814\u7a76\u3084\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6d3b\u52d5\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u3082\u306e\u3068\u306a\u308b\u3002.<\/li>\n<\/ul>\n<p>\u3053\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u878d\u5408\u624b\u6cd5\u3092\u7528\u3044\u305f\u68ee\u6797\u52a3\u5316\u306e\u65e9\u671f\u767a\u898b\u3068\u5b9a\u91cf\u5316\u306f\u3001\u68ee\u6797\u7ba1\u7406\u304a\u3088\u3073\u4fdd\u5168\u6226\u7565\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u308b\u3002\u3053\u3046\u3057\u305f\u6280\u8853\u306f\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u5bfe\u7b56\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u88ab\u5bb3\u306e\u62e1\u5927\u3092\u6291\u5236\u3057\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u68ee\u6797\u7ba1\u7406\u306e\u5b9f\u8df5\u3092\u652f\u63f4\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002.<\/p>\n<p>\u3053\u306e\u7814\u7a76\u306e\u8a73\u7d30\u3092\u8a18\u3057\u305f\u8ad6\u6587\u5168\u6587\u306f\u307e\u3060\u767a\u8868\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3053\u306e\u521d\u671f\u8981\u7d04\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u6280\u8853\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u68ee\u6797\u52a3\u5316\u3068\u3044\u3046\u55ab\u7dca\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3001\u6c17\u5019\u5909\u52d5\u3084\u4eba\u9593\u6d3b\u52d5\u306b\u3088\u3063\u3066\u3082\u305f\u3089\u3055\u308c\u308b\u5897\u5927\u3059\u308b\u8105\u5a01\u304b\u3089\u68ee\u6797\u3092\u5b88\u308b\u4e0a\u3067\u3001\u6975\u3081\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002.<\/p>\n<p>\u3053\u306e\u753b\u671f\u7684\u306a\u7814\u7a76\u306e\u5168\u6587\u304c\u767a\u8868\u3055\u308c\u308b\u306e\u3092\u304a\u697d\u3057\u307f\u306b\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u68ee\u6797\u7ba1\u7406\u306e\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u9593\u9055\u3044\u306a\u304f\u3055\u3089\u306a\u308b\u77e5\u898b\u3068\u5fdc\u7528\u3092\u3082\u305f\u3089\u3059\u3067\u3057\u3087\u3046\u3002.<\/p>\n<p><strong>\u30bd\u30fc\u30b9<\/strong>: <a href=\"https:\/\/www.frontiersin.org\/journals\/environmental-science\/articles\/10.3389\/fenvs.2024.1412870\/abstract\" rel=\"nofollow\">https:\/\/www.frontiersin.org\/journals\/environmental-science\/articles\/10.3389\/fenvs.2024.1412870\/abstract<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\u5730\u7403\u898f\u6a21\u306e\u6c17\u5019\u5909\u52d5\u3068\u4eba\u9593\u6d3b\u52d5\u306e\u5897\u52a0\u306b\u76f4\u9762\u3057\u3001\u4e16\u754c\u4e2d\u306e\u68ee\u6797\u306f\u69d8\u3005\u306a\u5bb3\u866b\u3001\u75c5\u539f\u4f53\u3001\u75c5\u6c17\u306e\u8105\u5a01\u306b\u3055\u3089\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>","protected":false},"author":210157960,"featured_media":10612,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1378],"tags":[],"class_list":["post-10609","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-remote-sensing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study - GeoPard<\/title>\n<meta name=\"description\" content=\"A recent study introduces a machine learning-based approach for identifying damaged forests using remote sensing images from Sentinel-2.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study - GeoPard\" \/>\n<meta property=\"og:description\" content=\"A recent study introduces a machine learning-based approach for identifying damaged forests using remote sensing images from Sentinel-2.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-06T18:36:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"dementievgeopard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study\",\"datePublished\":\"2024-07-06T18:36:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/\"},\"wordCount\":458,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"Remote Sensing\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/\",\"name\":\"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study - GeoPard\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2024-07-06T18:36:51+00:00\",\"description\":\"A recent study introduces a machine learning-based approach for identifying damaged forests using remote sensing images from Sentinel-2.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"Remote Sensing Data Fusion Approach To Monitor Forest Degradation\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1\",\"width\":512,\"height\":68,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCiaPGLAhRPNh-s85dXdC-Sw\",\"https:\\\/\\\/www.g2.com\\\/products\\\/geopard-agriculture-precision-farming-software\\\/reviews\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\",\"name\":\"dementievgeopard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"caption\":\"dementievgeopard\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u878d\u5408\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a\u65b0\u3057\u3044\u7814\u7a76 - GeoPard","description":"\u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001Sentinel-2\u885b\u661f\u304b\u3089\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u753b\u50cf\u3092\u7528\u3044\u3066\u3001\u88ab\u5bb3\u3092\u53d7\u3051\u305f\u68ee\u6797\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\/","og_locale":"ja_JP","og_type":"article","og_title":"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study - GeoPard","og_description":"A recent study introduces a machine learning-based approach for identifying damaged forests using remote sensing images from Sentinel-2.","og_url":"https:\/\/geopard.tech\/jp\/\u30d6\u30ed\u30b0\/\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2024-07-06T18:36:51+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png","type":"image\/png"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"\u57f7\u7b46\u8005":"dementievgeopard","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study","datePublished":"2024-07-06T18:36:51+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/"},"wordCount":458,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1","articleSection":["Remote Sensing"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/","url":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/","name":"\u68ee\u6797\u52a3\u5316\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u878d\u5408\u30a2\u30d7\u30ed\u30fc\u30c1\uff1a\u65b0\u3057\u3044\u7814\u7a76 - GeoPard","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1","datePublished":"2024-07-06T18:36:51+00:00","description":"\u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001Sentinel-2\u885b\u661f\u304b\u3089\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u753b\u50cf\u3092\u7528\u3044\u3066\u3001\u88ab\u5bb3\u3092\u53d7\u3051\u305f\u68ee\u6797\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002.","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"Remote Sensing Data Fusion Approach To Monitor Forest Degradation"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-data-fusion-approach-to-monitor-forest-degradation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Remote Sensing Data Fusion Approach To Monitor Forest Degradation: A New Study"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"GeoPard - \u7cbe\u5bc6\u8fb2\u696d\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2","description":"\u7cbe\u5bc6\u8fb2\u696d \u30de\u30c3\u30d4\u30f3\u30b0\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"\u30b8\u30aa\u30d1\u30fc\u30c9\u30fb\u30a2\u30b0\u30ea\u30ab\u30eb\u30c1\u30e3\u30fc","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/07\/geopard_logo_transparentbackground.png?fit=512%2C68&ssl=1","width":512,"height":68,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/","https:\/\/www.youtube.com\/channel\/UCiaPGLAhRPNh-s85dXdC-Sw","https:\/\/www.g2.com\/products\/geopard-agriculture-precision-farming-software\/reviews"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a","name":"dementievgeopard","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","caption":"dementievgeopard"}}]}},"jetpack_publicize_connections":[],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2L7","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/07\/Remote-Sensing-Data-Fusion-Approach-To-Monitor-Forest-Degradation.png?fit=1920%2C1080&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts\/10609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/users\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/comments?post=10609"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/posts\/10609\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/media\/10612"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/media?parent=10609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/categories?post=10609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/jp\/wp-json\/wp\/v2\/tags?post=10609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}