{"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":"anvandning-av-ndvi-normaliserat-differensvegetationsindex-i-precisionsjordbruk","status":"publish","type":"post","link":"https:\/\/geopard.tech\/swe\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","title":{"rendered":"Vilket vegetationsindex \u00e4r b\u00e4st att anv\u00e4nda inom precisionsjordbruk?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Det finns flera vegetationsindex som vanligtvis anv\u00e4nds, inklusive Normalized Difference Vegetation Index (NDVI), Wide Dynamic Range Vegetation Index (WDRVI) och Green Chlorophyll Index (GCI).<\/p>\r\n<ul>\r\n<li>Vilket vegetationsindex \u00e5terspeglar fler detaljer?<\/li>\r\n<li>Vilket vegetationsindex visar variation b\u00e4st?<\/li>\r\n<li>\u00c4r NDVI b\u00e4st i den multispektrala vegetationsindexfamiljen?<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Fr\u00e5gorna \u00e4r k\u00e4nda och dyker upp v\u00e4ldigt ofta. L\u00e5t oss unders\u00f6ka.<\/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=\"Bildkarusell\" 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 av 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=\"Karta \u00f6ver jordbrukszoner i NDVI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 av 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=\"Karta \u00f6ver WDRVI-jordbrukszoner\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 av 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=\"Karta \u00f6ver jordbrukszoner i GCI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 av 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:s karta \u00f6ver jordbrukszoner\" \/><\/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>Vad \u00e4r vegetationsindex?<\/h2>\r\n<p>Vegetationsindex \u00e4r ett numeriskt m\u00e5tt som kvantifierar m\u00e4ngden och tillst\u00e5ndet av vegetation i ett specifikt omr\u00e5de baserat p\u00e5 fj\u00e4rranalysdata.<\/p>\r\n<p>Vegetationsindex ber\u00e4knas genom att kombinera olika spektralband fr\u00e5n satellitbilder eller flygfotografering, vilka \u00e5terspeglar m\u00e4ngden energi som absorberas och reflekteras av v\u00e4xter i det synliga och n\u00e4ra-infrar\u00f6da omr\u00e5det av det elektromagnetiska spektrumet.<\/p>\r\n<p>Dessa index kan ge information om vegetationens h\u00e4lsa, t\u00e4thet och produktivitet, vilket \u00e4r anv\u00e4ndbart f\u00f6r en m\u00e4ngd olika till\u00e4mpningar, inklusive jordbruk, skogsbruk, markf\u00f6rvaltning och klimat\u00f6vervakning.<\/p>\r\n<h2>Vad \u00e4r normaliserat differensvegetationsindex (<strong>NDVI)<\/strong>?<\/h2>\r\n<p><strong>NDVI (Normaliserat skillnadsvegetationsindex)<\/strong>\u00a0\u00e4r den mest k\u00e4nda och anv\u00e4nds flitigt inom industrier relaterade till biomassa och fj\u00e4rranalys.<\/p>\r\n<p>NDVI-m\u00e4ttnad p\u00e5verkar den exakta urskiljningen av vegetation vid biomassatoppar. Ett annat problem med NDVI \u00e4r markbrusets effekt p\u00e5 de tidiga stadierna av gr\u00f6dans utveckling.<\/p>\r\n<p>Den ber\u00e4knas med hj\u00e4lp av satellit- eller flygbaserad fj\u00e4rranalysdata, baserat p\u00e5 skillnaden i reflektansen mellan tv\u00e5 spektralband: det n\u00e4ra infrar\u00f6da (NIR) och det r\u00f6da bandet.<\/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-formeln \u00e4r NDVI = (NIR-R\u00f6d) \/ (NIR+R\u00f6d).<\/em><\/strong><\/p>\r\n<p>D\u00e4r NIR \u00e4r reflektansen i det n\u00e4ra-infrar\u00f6da bandet och Red \u00e4r reflektansen i det r\u00f6da bandet.<\/p>\r\n<p>Det resulterande NDVI-v\u00e4rdet varierar fr\u00e5n -1 till +1, d\u00e4r h\u00f6gre v\u00e4rden indikerar en h\u00f6gre vegetationst\u00e4thet. Ett v\u00e4rde p\u00e5 noll indikerar ingen vegetation, medan negativa v\u00e4rden indikerar vattendrag eller andra icke-vegetationsrika ytor.<\/p>\r\n<p>NDVI-v\u00e4rden n\u00e4ra +1 indikerar t\u00e4t och frisk vegetation, medan v\u00e4rden n\u00e4rmare noll indikerar gles vegetation eller omr\u00e5den med betydande stress eller skador.<\/p>\r\n<p>Det anv\u00e4nds ofta inom jordbruks- och ekologiska till\u00e4mpningar f\u00f6r att \u00f6vervaka vegetationstillv\u00e4xt, uppskatta gr\u00f6dor och bed\u00f6ma skogars och andra ekosystems h\u00e4lsa och produktivitet.<\/p>\r\n<p>Den kan ocks\u00e5 anv\u00e4ndas f\u00f6r att uppt\u00e4cka och \u00f6vervaka torka, jorderosion och andra milj\u00f6faktorer som p\u00e5verkar vegetationst\u00e4cket.<\/p>\r\n<p>Det ber\u00e4knas till exempel genom att subtrahera reflektansen i det n\u00e4ra-infrar\u00f6da (NIR) bandet fr\u00e5n reflektansen i det r\u00f6da bandet och dividera resultatet med summan av de tv\u00e5. Det resulterande v\u00e4rdet varierar fr\u00e5n -1 till +1, d\u00e4r h\u00f6gre v\u00e4rden indikerar h\u00f6gre vegetationsniv\u00e5er.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Dessutom id\u00e9n om <strong>WDRVI (Wide Dynamic Range Vegetation Index)<\/strong>\u00a0skapades f\u00f6r att l\u00f6sa NDVI-m\u00e4ttnadsproblem. Detta uppn\u00e5ddes genom att ut\u00f6ka intervallet av m\u00f6jliga WDRVI-v\u00e4rden genom inf\u00f6randet av den matematiska koefficienten (\u03b1).<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"1466\" data-permalink=\"https:\/\/geopard.tech\/swe\/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-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" 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=\"Anv\u00e4ndning av NDVI (Normaliserat Differensvegetationsindex)\" 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-formeln (normaliserat differensvegetationsindex) omvandlades till WDRVI = (\u03b1\u2217NIR-R\u00f6d) \/ (\u03b1\u2217NIR+R\u00f6d).<\/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\/swe\/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-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" 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 (Wide Dynamic Range Vegetation Index) och NDVI\" 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\">Zoner byggda baserat p\u00e5 WDRVI \u00e4r b\u00e4ttre j\u00e4mf\u00f6rt med NDVI-zoner. \u00c4nd\u00e5 \u00e4r de fortfarande inte idealiska p\u00e5 grund av f\u00f6r h\u00f6g biomassa.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GCI (Gr\u00f6nt klorofyllindex)\u00a0<\/strong>anv\u00e4nds f\u00f6r att uppskatta klorofyllhalten i bladen i v\u00e4xter baserat p\u00e5 n\u00e4ra-infrar\u00f6da och gr\u00f6na band. I allm\u00e4nhet \u00e5terspeglar klorofyllv\u00e4rdet direkt vegetationen.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GCI-formeln ser ut s\u00e5 h\u00e4r: GCI = NIR \/ Green \u2013 1.<\/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\/swe\/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-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" 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 (Gr\u00f6nt klorofyllindex)\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\">Zoner byggda baserat p\u00e5 GCI s\u00e4rskiljer b\u00e4ttre fl\u00e4ckar med h\u00f6g biomassa j\u00e4mf\u00f6rt med NDVI och WDRVI. Detaljerna hj\u00e4lper till att hantera f\u00e4ltet mer exakt och effektivt.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>RCI (R\u00f6tt klorofyllindex)<\/strong>\u00a0inneh\u00e5ller samma kunskapsbas om klorofyllinneh\u00e5ll som GCI och reflekterar den via det r\u00f6da multispektrala bandet.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">RCI-formeln ser ut s\u00e5 h\u00e4r: RCI = NIR \/ Red \u2013 1.<\/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\/swe\/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-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" 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 (R\u00f6tt klorofyllindex)\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\">Zoner baserade p\u00e5 RCI \u00e4r lika exakta som GCI-zoner.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Forts\u00e4tt att f\u00f6lja dina f\u00e4lt och anv\u00e4nd r\u00e4tt vegetationsindex vid r\u00e4tt tidpunkt under s\u00e4songen. En stor familj av vegetationsindex finns tillg\u00e4ngliga i GeoPard just nu.<\/p>","protected":false},"excerpt":{"rendered":"<p>Det finns flera vegetationsindex som vanligtvis anv\u00e4nds, inklusive Normalized Difference Vegetation Index (NDVI), Wide Dynamic Range Vegetation Index (WDRVI) och Green Chlorophyll\u2026<\/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_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":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Use of NDVI (normalized difference vegetation index) in Precision Agriculture<\/title>\n<meta name=\"description\" content=\"NDVI (Normalized Difference Vegetation Index)\u00a0is the most famous and widely used in industries related to biomass and remote sensing.\" \/>\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\/swe\/blogg\/anvandning-av-ndvi-normaliserat-differensvegetationsindex-i-precisionsjordbruk\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Use of NDVI (normalized difference vegetation index) in Precision Agriculture\" \/>\n<meta property=\"og:description\" content=\"NDVI (Normalized Difference Vegetation Index)\u00a0is the most famous and widely used in industries related to biomass and remote sensing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/swe\/blogg\/anvandning-av-ndvi-normaliserat-differensvegetationsindex-i-precisionsjordbruk\/\" \/>\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=\"2020-09-15T15:39:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-01T20:59:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\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=\"Skriven av\" \/>\n\t<meta name=\"twitter:data1\" content=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"Which vegetation index is better to use in Precision Agriculture?\",\"datePublished\":\"2020-09-15T15:39:00+00:00\",\"dateModified\":\"2024-12-01T20:59:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/\"},\"wordCount\":628,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1\",\"keywords\":[\"Precision Agriculture\"],\"articleSection\":[\"Precision Farming\",\"NDVI\",\"Crop monitoring\"],\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/\",\"name\":\"Use of NDVI (normalized difference vegetation index) in Precision Agriculture\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1\",\"datePublished\":\"2020-09-15T15:39:00+00:00\",\"dateModified\":\"2024-12-01T20:59:38+00:00\",\"description\":\"NDVI (Normalized Difference Vegetation Index)\u00a0is the most famous and widely used in industries related to biomass and remote sensing.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#breadcrumb\"},\"inLanguage\":\"sv-SE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1\",\"width\":1200,\"height\":675,\"caption\":\"Use of NDVI (normalized difference vegetation index) in Precision Agriculture\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Which vegetation index is better to use in Precision Agriculture?\"}]},{\"@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\":\"sv-SE\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"sv-SE\",\"@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\":\"sv-SE\",\"@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":"Anv\u00e4ndning av NDVI (normaliserat differensvegetationsindex) inom precisionsjordbruk","description":"NDVI (Normalized Difference Vegetation Index) \u00e4r det mest k\u00e4nda och anv\u00e4nds flitigt inom industrier relaterade till biomassa och fj\u00e4rranalys.","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\/swe\/blogg\/anvandning-av-ndvi-normaliserat-differensvegetationsindex-i-precisionsjordbruk\/","og_locale":"sv_SE","og_type":"article","og_title":"Use of NDVI (normalized difference vegetation index) in Precision Agriculture","og_description":"NDVI (Normalized Difference Vegetation Index)\u00a0is the most famous and widely used in industries related to biomass and remote sensing.","og_url":"https:\/\/geopard.tech\/swe\/blogg\/anvandning-av-ndvi-normaliserat-differensvegetationsindex-i-precisionsjordbruk\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2020-09-15T15:39:00+00:00","article_modified_time":"2024-12-01T20:59:38+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp","type":"image\/webp"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"Skriven av":"dementievgeopard","Ber\u00e4knad l\u00e4stid":"3 minuter"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"Which vegetation index is better to use in Precision Agriculture?","datePublished":"2020-09-15T15:39:00+00:00","dateModified":"2024-12-01T20:59:38+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/"},"wordCount":628,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1","keywords":["Precision Agriculture"],"articleSection":["Precision Farming","NDVI","Crop monitoring"],"inLanguage":"sv-SE","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","url":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","name":"Anv\u00e4ndning av NDVI (normaliserat differensvegetationsindex) inom precisionsjordbruk","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1","datePublished":"2020-09-15T15:39:00+00:00","dateModified":"2024-12-01T20:59:38+00:00","description":"NDVI (Normalized Difference Vegetation Index) \u00e4r det mest k\u00e4nda och anv\u00e4nds flitigt inom industrier relaterade till biomassa och fj\u00e4rranalys.","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#breadcrumb"},"inLanguage":"sv-SE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/"]}]},{"@type":"ImageObject","inLanguage":"sv-SE","@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1","width":1200,"height":675,"caption":"Use of NDVI (normalized difference vegetation index) in Precision Agriculture"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Which vegetation index is better to use in Precision Agriculture?"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"GeoPard - Precisionsjordbruksmjukvara","description":"Precisionsjordbruk kartprogramvara","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":"sv-SE"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"GeoPard Jordbruk","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"sv-SE","@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":"Demens","image":{"@type":"ImageObject","inLanguage":"sv-SE","@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-49","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Which-vegetation-index-is-better-to-use-in-Precision-Agriculture_.webp?fit=1200%2C675&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/posts\/257","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/users\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/comments?post=257"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/posts\/257\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/media\/1356"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/media?parent=257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/categories?post=257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/swe\/wp-json\/wp\/v2\/tags?post=257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}