{"id":257,"date":"2020-09-15T17:39:00","date_gmt":"2020-09-15T15:39:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=257"},"modified":"2024-12-01T21:59:38","modified_gmt":"2024-12-01T20:59:38","slug":"%e7%b2%be%e5%af%86%e8%be%b2%e6%a5%ad%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8bndvi%ef%bc%88%e6%ad%a3%e8%a6%8f%e5%8c%96%e6%a4%8d%e7%94%9f%e6%8c%87%e6%95%b0%ef%bc%89%e3%81%ae%e5%88%a9%e7%94%a8","status":"publish","type":"post","link":"https:\/\/geopard.tech\/jp\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","title":{"rendered":"\u7cbe\u5bc6\u8fb2\u696d\u306b\u304a\u3044\u3066\u306f\u3001\u3069\u3061\u3089\u306e\u690d\u751f\u6307\u6570\u3092\u7528\u3044\u308b\u306e\u304c\u3088\u308a\u826f\u3044\u3067\u3057\u3087\u3046\u304b\uff1f"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u690d\u751f\u6307\u6570\u306b\u306f\u3001\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff08NDVI\uff09\u3001\u5e83\u57df\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30ec\u30f3\u30b8\u690d\u751f\u6307\u6570\uff08WDRVI\uff09\u3001\u7dd1\u8272\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u6307\u6570\uff08GCI\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002.<\/p>\r\n<ul>\r\n<li>\u3069\u3061\u3089\u306e\u690d\u751f\u6307\u6570\u304c\u3088\u308a\u8a73\u7d30\u306a\u60c5\u5831\u3092\u53cd\u6620\u3057\u3066\u3044\u308b\u304b\uff1f<\/li>\r\n<li>\u3069\u3061\u3089\u306e\u690d\u751f\u6307\u6570\u304c\u5909\u52d5\u3092\u3088\u308a\u3088\u304f\u793a\u3057\u3066\u3044\u308b\u304b\uff1f<\/li>\r\n<li>NDVI\u306f\u3001\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u690d\u751f\u6307\u6570\u306e\u4e2d\u3067\u6700\u3082\u512a\u308c\u305f\u6307\u6a19\u3067\u3057\u3087\u3046\u304b\uff1f<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u7591\u554f\u306f\u5468\u77e5\u306e\u4e8b\u5b9f\u3067\u3042\u308a\u3001\u975e\u5e38\u306b\u983b\u7e41\u306b\u63d0\u8d77\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a73\u3057\u304f\u8abf\u3079\u3066\u307f\u307e\u3057\u3087\u3046\u3002.<\/p>\r\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11114\" class=\"elementor elementor-11114\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-dfe995c e-flex e-con-boxed e-con e-parent\" data-id=\"dfe995c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9ca021 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"b9ca021\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Carrousel d\u2019images\" dir=\"ltr\" data-no-translation-aria-label=\"\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 sur 4\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-4.webp?fit=1600%2C832&amp;ssl=1\" alt=\"NDVI\u8fb2\u696d\u5730\u57df\u30de\u30c3\u30d7\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 sur 4\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-1-1.webp?fit=1600%2C832&amp;ssl=1\" alt=\"WDRVI\u8fb2\u696d\u5730\u5e2f\u5730\u56f3\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 sur 4\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-2-1.webp?fit=1600%2C834&amp;ssl=1\" alt=\"GCI\u8fb2\u696d\u5730\u57df\u30de\u30c3\u30d7\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 sur 4\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-3-1.webp?fit=1600%2C832&amp;ssl=1\" alt=\"RCI\u8fb2\u696d\u5730\u57df\u30de\u30c3\u30d7\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-left\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 504C119 504 8 393 8 256S119 8 256 8s248 111 248 248-111 248-248 248zm28.9-143.6L209.4 288H392c13.3 0 24-10.7 24-24v-16c0-13.3-10.7-24-24-24H209.4l75.5-72.4c9.7-9.3 9.9-24.8.4-34.3l-11-10.9c-9.4-9.4-24.6-9.4-33.9 0L107.7 239c-9.4 9.4-9.4 24.6 0 33.9l132.7 132.7c9.4 9.4 24.6 9.4 33.9 0l11-10.9c9.5-9.5 9.3-25-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\r\n<h2>\u690d\u751f\u6307\u6570\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\r\n<p>\u690d\u751f\u6307\u6570\u3068\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u7279\u5b9a\u306e\u5730\u57df\u306b\u304a\u3051\u308b\u690d\u751f\u306e\u91cf\u3068\u72b6\u614b\u3092\u5b9a\u91cf\u5316\u3059\u308b\u6570\u5024\u6307\u6a19\u3067\u3042\u308b\u3002.<\/p>\r\n<p>\u690d\u751f\u6307\u6570\u306f\u3001\u885b\u661f\u753b\u50cf\u3084\u822a\u7a7a\u5199\u771f\u304b\u3089\u5f97\u3089\u308c\u308b\u69d8\u3005\u306a\u30b9\u30da\u30af\u30c8\u30eb\u5e2f\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u7b97\u51fa\u3055\u308c\u3001\u96fb\u78c1\u30b9\u30da\u30af\u30c8\u30eb\u306e\u53ef\u8996\u5149\u9818\u57df\u304a\u3088\u3073\u8fd1\u8d64\u5916\u7dda\u9818\u57df\u306b\u304a\u3044\u3066\u690d\u7269\u304c\u5438\u53ce\u304a\u3088\u3073\u53cd\u5c04\u3059\u308b\u30a8\u30cd\u30eb\u30ae\u30fc\u91cf\u3092\u53cd\u6620\u3059\u308b\u3002.<\/p>\r\n<p>\u3053\u308c\u3089\u306e\u6307\u6a19\u306f\u3001\u690d\u751f\u306e\u5065\u5eb7\u72b6\u614b\u3001\u5bc6\u5ea6\u3001\u751f\u7523\u6027\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8fb2\u696d\u3001\u6797\u696d\u3001\u571f\u5730\u7ba1\u7406\u3001\u6c17\u5019\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u5e45\u5e83\u3044\u7528\u9014\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\r\n<h2>\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff08NDVI\uff09\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<strong>NDVI)<\/strong>?<\/h2>\r\n<p><strong>NDVI\uff08\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff09<\/strong>\u00a0\u30d0\u30a4\u30aa\u30de\u30b9\u3084\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u95a2\u9023\u7523\u696d\u306b\u304a\u3044\u3066\u3001\u6700\u3082\u6709\u540d\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002.<\/p>\r\n<p>NDVI\u306e\u98fd\u548c\u306f\u3001\u30d0\u30a4\u30aa\u30de\u30b9\u30d4\u30fc\u30af\u6642\u306e\u690d\u751f\u3092\u6b63\u78ba\u306b\u8b58\u5225\u3059\u308b\u4e0a\u3067\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3002NDVI\u306e\u3082\u3046\u4e00\u3064\u306e\u554f\u984c\u70b9\u306f\u3001\u4f5c\u7269\u306e\u751f\u80b2\u521d\u671f\u6bb5\u968e\u306b\u304a\u3051\u308b\u571f\u58cc\u30ce\u30a4\u30ba\u306e\u5f71\u97ff\u3067\u3042\u308b\u3002.<\/p>\r\n<p>\u3053\u308c\u306f\u3001\u8fd1\u8d64\u5916\u7dda\uff08NIR\uff09\u3068\u8d64\u8272\u5e2f\u57df\u3068\u3044\u30462\u3064\u306e\u30b9\u30da\u30af\u30c8\u30eb\u5e2f\u57df\u306e\u53cd\u5c04\u7387\u306e\u5dee\u306b\u57fa\u3065\u3044\u3066\u3001\u885b\u661f\u307e\u305f\u306f\u822a\u7a7a\u6a5f\u306b\u3088\u308b\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\" style=\"text-align: center;\"><strong><em>NDVI\u306e\u8a08\u7b97\u5f0f\u306f\u3001NDVI = (NIR-Red) \/ (NIR+Red)\u3067\u3059\u3002.<\/em><\/strong><\/p>\r\n<p>\u3053\u3053\u3067\u3001NIR\u306f\u8fd1\u8d64\u5916\u7dda\u5e2f\u57df\u306b\u304a\u3051\u308b\u53cd\u5c04\u7387\u3001Red\u306f\u8d64\u8272\u5e2f\u57df\u306b\u304a\u3051\u308b\u53cd\u5c04\u7387\u3092\u8868\u3059\u3002.<\/p>\r\n<p>\u7b97\u51fa\u3055\u308c\u308bNDVI\u5024\u306f-1\u304b\u3089+1\u306e\u7bc4\u56f2\u3067\u3001\u5024\u304c\u9ad8\u3044\u307b\u3069\u690d\u751f\u5bc6\u5ea6\u304c\u9ad8\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002\u5024\u304c0\u306e\u5834\u5408\u306f\u690d\u751f\u304c\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3001\u8ca0\u306e\u5024\u306f\u6c34\u57df\u3084\u305d\u306e\u4ed6\u306e\u690d\u751f\u306e\u306a\u3044\u5730\u8868\u9762\u3092\u793a\u3057\u307e\u3059\u3002.<\/p>\r\n<p>NDVI\u5024\u304c+1\u306b\u8fd1\u3044\u307b\u3069\u3001\u690d\u751f\u304c\u5bc6\u3067\u5065\u5168\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u30010\u306b\u8fd1\u3044\u307b\u3069\u3001\u690d\u751f\u304c\u307e\u3070\u3089\u3067\u3042\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u6df1\u523b\u306a\u30b9\u30c8\u30ec\u30b9\u3084\u640d\u50b7\u3092\u53d7\u3051\u3066\u3044\u308b\u5730\u57df\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002.<\/p>\r\n<p>\u3053\u308c\u306f\u3001\u690d\u751f\u306e\u6210\u9577\u3092\u76e3\u8996\u3057\u305f\u308a\u3001\u4f5c\u7269\u306e\u53ce\u7a6b\u91cf\u3092\u63a8\u5b9a\u3057\u305f\u308a\u3001\u68ee\u6797\u3084\u305d\u306e\u4ed6\u306e\u751f\u614b\u7cfb\u306e\u5065\u5168\u6027\u3084\u751f\u7523\u6027\u3092\u8a55\u4fa1\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306b\u3001\u8fb2\u696d\u3084\u751f\u614b\u5b66\u306e\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002.<\/p>\r\n<p>\u307e\u305f\u3001\u5e72\u3070\u3064\u3001\u571f\u58cc\u6d78\u98df\u3001\u305d\u306e\u4ed6\u690d\u751f\u88ab\u8986\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u74b0\u5883\u8981\u56e0\u306e\u691c\u51fa\u3068\u76e3\u8996\u306b\u3082\u4f7f\u7528\u3067\u304d\u308b\u3002.<\/p>\r\n<p>\u4f8b\u3048\u3070\u3001\u8fd1\u8d64\u5916\u7dda\uff08NIR\uff09\u5e2f\u57df\u306e\u53cd\u5c04\u7387\u3092\u8d64\u8272\u5e2f\u57df\u306e\u53cd\u5c04\u7387\u304b\u3089\u5dee\u3057\u5f15\u304d\u3001\u305d\u306e\u7d50\u679c\u3092\u4e21\u8005\u306e\u5408\u8a08\u3067\u5272\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u7b97\u51fa\u3055\u308c\u307e\u3059\u3002\u5f97\u3089\u308c\u308b\u5024\u306f-1\u304b\u3089+1\u306e\u7bc4\u56f2\u3067\u3001\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u690d\u751f\u30ec\u30d9\u30eb\u304c\u9ad8\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001 <strong>WDRVI\uff08\u5e83\u57df\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30ec\u30f3\u30b8\u690d\u751f\u6307\u6570\uff09<\/strong>\u00a0NDVI\u98fd\u548c\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u4f5c\u6210\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u6570\u5b66\u4fc2\u6570\uff08\u03b1\uff09\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u53ef\u80fd\u306aWDRVI\u5024\u306e\u7bc4\u56f2\u3092\u62e1\u5927\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u9054\u6210\u3055\u308c\u307e\u3057\u305f\u3002.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"1466\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/vegation_2\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?fit=1318%2C777&amp;ssl=1\" data-orig-size=\"1318,777\" data-comments-opened=\"1\" data-image-title=\"vegetation filed data with geopark agriculture map 2\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?fit=1024%2C604&amp;ssl=1\" class=\"alignnone wp-image-1466\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?resize=810%2C478&#038;ssl=1\" alt=\"NDVI\uff08\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff09\u306e\u4f7f\u7528\" width=\"810\" height=\"478\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?resize=1024%2C604&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?resize=300%2C177&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?resize=768%2C453&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?resize=1200%2C707&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_2.webp?w=1318&amp;ssl=1 1318w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">NDVI\uff08\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff09\u306e\u5f0f\u306f\u3001WDRVI = (\u03b1\u2217NIR-Red) \/ (\u03b1\u2217NIR+Red) \u306b\u5909\u63db\u3055\u308c\u307e\u3057\u305f\u3002.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"1467\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/vegation_3\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?fit=1316%2C783&amp;ssl=1\" data-orig-size=\"1316,783\" data-comments-opened=\"1\" data-image-title=\"vegetation filed data with geopark agriculture map 3\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?fit=1024%2C609&amp;ssl=1\" class=\"alignnone wp-image-1467\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?resize=810%2C482&#038;ssl=1\" alt=\"WDRVI\uff08\u5e83\u57df\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30ec\u30f3\u30b8\u690d\u751f\u6307\u6570\uff09\u304a\u3088\u3073NDVI\" width=\"810\" height=\"482\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?resize=1024%2C609&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?resize=300%2C178&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?resize=768%2C457&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?resize=1200%2C714&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_3.webp?w=1316&amp;ssl=1 1316w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">WDRVI\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u305f\u30be\u30fc\u30f3\u306f\u3001NDVI\u30be\u30fc\u30f3\u3068\u6bd4\u8f03\u3057\u3066\u512a\u308c\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u30d0\u30a4\u30aa\u30de\u30b9\u91cf\u304c\u591a\u3059\u304e\u308b\u305f\u3081\u3001\u4f9d\u7136\u3068\u3057\u3066\u7406\u60f3\u7684\u3068\u306f\u8a00\u3048\u306a\u3044\u3002.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GCI\uff08\u7dd1\u8272\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u6307\u6570\uff09\u00a0<\/strong>\u8fd1\u8d64\u5916\u7dda\u3068\u7dd1\u8272\u5149\u306b\u57fa\u3065\u3044\u3066\u690d\u7269\u306e\u8449\u7dd1\u7d20\u542b\u6709\u91cf\u3092\u63a8\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002\u4e00\u822c\u7684\u306b\u3001\u8449\u7dd1\u7d20\u5024\u306f\u690d\u751f\u306e\u72b6\u614b\u3092\u76f4\u63a5\u53cd\u6620\u3059\u308b\u3002.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GCI\u306e\u5f0f\u306f\u3001GCI = NIR \/ Green \u2013 1 \u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"1469\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/vegation_4\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?fit=1314%2C788&amp;ssl=1\" data-orig-size=\"1314,788\" data-comments-opened=\"1\" data-image-title=\"vegetation filed data with geopark agriculture map 4\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?fit=1024%2C614&amp;ssl=1\" class=\"alignnone wp-image-1469\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?resize=810%2C486&#038;ssl=1\" alt=\"GCI\uff08\u7dd1\u8272\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u6307\u6570\uff09\u00a0\" width=\"810\" height=\"486\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?resize=1024%2C614&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?resize=300%2C180&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?resize=768%2C461&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?resize=1200%2C720&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_4.webp?w=1314&amp;ssl=1 1314w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GCI\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u305f\u30be\u30fc\u30f3\u306f\u3001NDVI\u3084WDRVI\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30d0\u30a4\u30aa\u30de\u30b9\u91cf\u306e\u591a\u3044\u5834\u6240\u3092\u3088\u308a\u6b63\u78ba\u306b\u8b58\u5225\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a73\u7d30\u306a\u60c5\u5831\u306f\u3001\u5703\u5834\u3092\u3088\u308a\u6b63\u78ba\u304b\u3064\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>RCI\uff08\u8d64\u8272\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u6307\u6570\uff09<\/strong>\u00a0GCI\u3068\u540c\u3058\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u542b\u6709\u91cf\u306b\u95a2\u3059\u308b\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u7d44\u307f\u8fbc\u3093\u3067\u304a\u308a\u3001\u305d\u308c\u3092\u8d64\u8272\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30d0\u30f3\u30c9\u3092\u901a\u3057\u3066\u53cd\u6620\u3057\u3066\u3044\u308b\u3002.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">RCI\u306e\u5f0f\u306f\u3001RCI = NIR \/ Red \u2013 1 \u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"1470\" data-permalink=\"https:\/\/geopard.tech\/jp\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/vegation_5\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?fit=1313%2C785&amp;ssl=1\" data-orig-size=\"1313,785\" data-comments-opened=\"1\" data-image-title=\"vegetation filed data with geopark agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?fit=1024%2C612&amp;ssl=1\" class=\"alignnone wp-image-1470\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?resize=810%2C484&#038;ssl=1\" alt=\"RCI\uff08\u8d64\u8272\u30af\u30ed\u30ed\u30d5\u30a3\u30eb\u6307\u6570\uff09\u00a0\" width=\"810\" height=\"484\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?resize=1024%2C612&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?resize=300%2C179&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?resize=768%2C459&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?resize=1200%2C717&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/vegation_5.webp?w=1313&amp;ssl=1 1313w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">RCI\u306b\u57fa\u3065\u304f\u30be\u30fc\u30f3\u306f\u3001GCI\u306b\u57fa\u3065\u304f\u30be\u30fc\u30f3\u3068\u540c\u69d8\u306b\u6b63\u78ba\u3067\u3042\u308b\u3002.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u7551\u306e\u72b6\u614b\u3092\u5e38\u306b\u628a\u63e1\u3057\u3001\u30b7\u30fc\u30ba\u30f3\u3092\u901a\u3057\u3066\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u9069\u5207\u306a\u690d\u751f\u6307\u6570\u3092\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u3002GeoPard\u306b\u306f\u73fe\u5728\u3001\u8c4a\u5bcc\u306a\u7a2e\u985e\u306e\u690d\u751f\u6307\u6570\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u690d\u751f\u6307\u6570\u306b\u306f\u3001\u6b63\u898f\u5316\u690d\u751f\u6307\u6570\uff08NDVI\uff09\u3001\u5e83\u57df\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30ec\u30f3\u30b8\u690d\u751f\u6307\u6570\uff08WDRVI\uff09\u3001\u7dd1\u8449\u8449\u7dd1\u7d20\u6307\u6570\uff08GCVI\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>","protected":false},"author":210157960,"featured_media":1356,"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":[1657,1662,1377],"tags":[1598],"class_list":["post-257","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-ndvi","category-crop-monitoring","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- 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