{"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":"ndvi-normaliseeritud-diferentsiaalse-taimestikuindeksi-kasutamine-tappispollumajanduses","status":"publish","type":"post","link":"https:\/\/geopard.tech\/est\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","title":{"rendered":"Millist taimestikuindeksit on t\u00e4ppisp\u00f5llumajanduses parem kasutada?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Tavaliselt kasutatakse mitmeid taimkatte indekseid, sealhulgas normaliseeritud diferentsiaalse taimkatte indeksit (NDVI), laia d\u00fcnaamilise ulatusega taimkatte indeksit (WDRVI) ja rohelise klorof\u00fclli indeksit (GCI).<\/p>\r\n<ul>\r\n<li>Milline taimestikuindeks kajastab rohkem detaile?<\/li>\r\n<li>Milline taimestikuindeks n\u00e4itab varieeruvust paremini?<\/li>\r\n<li>Kas NDVI on multispektraalse taimestiku indeksi perekonnas parim?<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">K\u00fcsimused on teada ja kerkivad v\u00e4ga sageli. Uurime asja.<\/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=\"Vaizd\u0173 karusel\u0117\" 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 i\u0161 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 p\u00f5llumajandusv\u00f6\u00f6ndite kaart\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 i\u0161 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 p\u00f5llumajandusv\u00f6\u00f6ndite kaart\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 i\u0161 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 p\u00f5llumajandusv\u00f6\u00f6ndite kaart\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 i\u0161 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 p\u00f5llumajandusv\u00f6\u00f6ndite kaart\" \/><\/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>Mis on taimestikuindeks?<\/h2>\r\n<p>Taimestikuindeks on numbriline m\u00f5\u00f5t, mis kvantifitseerib taimestiku hulka ja seisukorda konkreetsel alal kaugseireandmete p\u00f5hjal.<\/p>\r\n<p>Taimestiku indeksid arvutatakse satelliidipiltidelt v\u00f5i aerofotograafialt saadud erinevate spektraalribade kombineerimise teel, mis kajastavad taimede poolt elektromagnetilise spektri n\u00e4htava ja l\u00e4hiinfrapuna piirkonnas neeldunud ja peegeldatud energia hulka.<\/p>\r\n<p>Need indeksid annavad teavet taimestiku tervise, tiheduse ja produktiivsuse kohta, mis on kasulik paljudes rakendustes, sealhulgas p\u00f5llumajanduses, metsanduses, maakorralduses ja kliimaseires.<\/p>\r\n<h2>Mis on normaliseeritud taimestiku erinevusindeks?<strong>NDVI)<\/strong>?<\/h2>\r\n<p><strong>NDVI (normaliseeritud taimestiku erinevuse indeks)<\/strong>\u00a0on k\u00f5ige kuulsam ja laialdasemalt kasutatav biomassi ja kaugseirega seotud t\u00f6\u00f6stusharudes.<\/p>\r\n<p>NDVI k\u00fcllastumine m\u00f5jutab taimestiku t\u00e4pset eristamist biomassi tipphetkedel. Teine NDVI-ga seotud probleem on mulla m\u00fcra m\u00f5ju p\u00f5llukultuuride arengu algstaadiumidele.<\/p>\r\n<p>See arvutatakse satelliidi v\u00f5i \u00f5hu kaugseireandmete p\u00f5hjal, mis p\u00f5hinevad kahe spektraalriba \u2013 l\u00e4hiinfrapuna (NIR) ja punase riba \u2013 peegeldusv\u00f5ime erinevusel.<\/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 valem on NDVI = (NIR-punane) \/ (NIR+punane).<\/em><\/strong><\/p>\r\n<p>Kus NIR on peegeldusv\u00f5ime l\u00e4hi-infrapunakiirguse piirkonnas ja Red on peegeldusv\u00f5ime punases piirkonnas.<\/p>\r\n<p>Saadud NDVI v\u00e4\u00e4rtus j\u00e4\u00e4b vahemikku -1 kuni +1, kusjuures suuremad v\u00e4\u00e4rtused n\u00e4itavad suuremat taimestiku tihedust. Null v\u00e4\u00e4rtus n\u00e4itab taimestiku puudumist, negatiivsed v\u00e4\u00e4rtused aga veekogusid v\u00f5i muid taimestikuta pindu.<\/p>\r\n<p>+1-le l\u00e4hedased NDVI v\u00e4\u00e4rtused n\u00e4itavad tihedat ja tervet taimestikku, nullile l\u00e4hedasemad v\u00e4\u00e4rtused aga h\u00f5redat taimestikku v\u00f5i olulise stressi v\u00f5i kahjustusega alasid.<\/p>\r\n<p>Seda kasutatakse laialdaselt p\u00f5llumajanduslikes ja \u00f6koloogilistes rakendustes taimestiku kasvu j\u00e4lgimiseks, saagikuse hindamiseks ning metsade ja teiste \u00f6kos\u00fcsteemide tervise ja produktiivsuse hindamiseks.<\/p>\r\n<p>Seda saab kasutada ka p\u00f5ua, mullaerosiooni ja muude taimkatet m\u00f5jutavate keskkonnategurite tuvastamiseks ja j\u00e4lgimiseks.<\/p>\r\n<p>N\u00e4iteks arvutatakse see nii, et lahutatakse l\u00e4hiinfrapunakiirguse (NIR) peegeldus punases vahemikus olevast peegeldusv\u00f5imest ja jagatakse tulemus kahe summaga. Saadud v\u00e4\u00e4rtus j\u00e4\u00e4b vahemikku -1 kuni +1, kusjuures suuremad v\u00e4\u00e4rtused n\u00e4itavad suuremat taimestiku taset.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Lisaks sellele idee <strong>WDRVI (laia d\u00fcnaamilise ulatusega taimestiku indeks)<\/strong>\u00a0loodi NDVI k\u00fcllastusprobleemide lahendamiseks. See saavutati v\u00f5imalike WDRVI v\u00e4\u00e4rtuste vahemiku laiendamisega matemaatilise koefitsiendi (\u03b1) kasutuselev\u00f5tu abil.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"1466\" data-permalink=\"https:\/\/geopard.tech\/est\/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=\"NDVI (normaliseeritud taimestiku erinevuse indeksi) kasutamine\" 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 (normaliseeritud diferentsiaalse vegetatsiooniindeksi) valem teisendati kujule WDRVI = (\u03b1\u2217NIR-punane) \/ (\u03b1\u2217NIR+punane).<\/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\/est\/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 (laia d\u00fcnaamilise ulatusega taimestiku indeks) ja 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\">WDRVI p\u00f5hjal ehitatud tsoonid on NDVI tsoonidega v\u00f5rreldes paremad. Sellegipoolest pole need liiga suure biomassi t\u00f5ttu ideaalsed.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GCI (rohelise klorof\u00fclli indeks)\u00a0<\/strong>kasutatakse taimede lehtede klorof\u00fclli sisalduse hindamiseks l\u00e4hiinfrapuna- ja roheliste ribade p\u00f5hjal. \u00dcldiselt peegeldab klorof\u00fclli v\u00e4\u00e4rtus otseselt taimestikku.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GCI valem n\u00e4eb v\u00e4lja selline: 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\/est\/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 (rohelise klorof\u00fclli indeks)\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 p\u00f5hjal loodud tsoonid eristavad k\u00f5rge biomassiga kohti paremini v\u00f5rreldes NDVI ja WDRVI-ga. Detailid aitavad p\u00f5ldu t\u00e4psemalt ja t\u00f5husamalt hallata.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>RCI (punase klorof\u00fclli indeks)<\/strong>\u00a0h\u00f5lmab sama klorof\u00fclli sisalduse teadmisbaasi kui GCI ja peegeldab seda punase multispektraalse riba kaudu.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">RCI valem n\u00e4eb v\u00e4lja selline: 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\/est\/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 (punase klorof\u00fclli indeks)\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-l p\u00f5hinevad tsoonid on sama t\u00e4psed kui GCI-tsoonid.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">J\u00e4lgige oma p\u00f5lde ja kasutage \u00f5iget taimkatteindeksit \u00f5igel hetkel hooaja jooksul. GeoPardis on praegu saadaval suur valik taimkatteindekseid.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tavaliselt kasutatakse mitmeid taimestiku indekseid, sealhulgas normaliseeritud diferentsiaalse taimestiku indeksit (NDVI), laia d\u00fcnaamilise ulatusega taimestiku indeksit (WDRVI) ja rohelise klorof\u00fclli indeksit\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\/est\/blogi\/ndvi-normaliseeritud-diferentsiaalse-taimestikuindeksi-kasutamine-tappispollumajanduses\/\" \/>\n<meta property=\"og:locale\" content=\"et_EE\" \/>\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\/est\/blogi\/ndvi-normaliseeritud-diferentsiaalse-taimestikuindeksi-kasutamine-tappispollumajanduses\/\" \/>\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 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