{"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":"utilizarea-indicelui-de-vegetatie-diferential-normalizat-ndvi-in-agricultura-de-precizie","status":"publish","type":"post","link":"https:\/\/geopard.tech\/ro\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","title":{"rendered":"Ce indice de vegeta\u021bie este mai bine de utilizat \u00een agricultura de precizie?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Exist\u0103 mai mul\u021bi indici de vegeta\u021bie utiliza\u021bi \u00een mod obi\u0219nuit, inclusiv Indicele de vegeta\u021bie cu diferen\u021b\u0103 normalizat\u0103 (NDVI), Indicele de vegeta\u021bie cu gam\u0103 dinamic\u0103 larg\u0103 (WDRVI) \u0219i Indicele de clorofil\u0103 verde (GCI).<\/p>\r\n<ul>\r\n<li>Care indice de vegeta\u021bie reflect\u0103 mai multe detalii?<\/li>\r\n<li>Care indice de vegeta\u021bie arat\u0103 mai bine varia\u021bia?<\/li>\r\n<li>Este NDVI cel mai bun din familia indicilor de vegeta\u021bie multispectral\u0103?<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u00centreb\u0103rile sunt cunoscute \u0219i apar foarte des. Hai s\u0103 investig\u0103m.<\/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=\"Karuzela obrazk\u00f3w\" 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 z 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=\"Harta zonelor agricole NDVI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 z 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=\"Harta zonelor agricole WDRVI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 z 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=\"Harta zonelor agricole GCI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 z 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=\"Harta zonelor agricole RCI\" \/><\/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>Ce este indicele de vegeta\u021bie?<\/h2>\r\n<p>Indicele de vegeta\u021bie este o m\u0103sur\u0103 numeric\u0103 ce cuantific\u0103 cantitatea \u0219i starea vegeta\u021biei dintr-o anumit\u0103 zon\u0103, pe baza datelor de teledetec\u021bie.<\/p>\r\n<p>Indicii de vegeta\u021bie sunt calcula\u021bi prin combinarea diferitelor benzi spectrale din imaginile satelitare sau din fotografiile aeriene, care reflect\u0103 cantitatea de energie absorbit\u0103 \u0219i reflectat\u0103 de plante \u00een regiunile vizibile \u0219i infraro\u0219ii apropiate ale spectrului electromagnetic.<\/p>\r\n<p>Ace\u0219ti indici pot oferi informa\u021bii despre s\u0103n\u0103tatea, densitatea \u0219i productivitatea vegeta\u021biei, ceea ce este util pentru o gam\u0103 larg\u0103 de aplica\u021bii, inclusiv agricultur\u0103, silvicultur\u0103, gestionarea terenurilor \u0219i monitorizarea climei.<\/p>\r\n<h2>Ce este indicele de vegeta\u021bie cu diferen\u021b\u0103 normalizat\u0103 (<strong>NDVI)<\/strong>?<\/h2>\r\n<p><strong>NDVI (Indicele de Vegeta\u021bie cu Diferen\u021b\u0103 Normalizat\u0103)<\/strong>\u00a0este cea mai faimoas\u0103 \u0219i utilizat\u0103 pe scar\u0103 larg\u0103 \u00een industriile legate de biomas\u0103 \u0219i teledetec\u021bie.<\/p>\r\n<p>Satura\u021bia NDVI afecteaz\u0103 identificarea precis\u0103 a vegeta\u021biei la v\u00e2rfurile de biomas\u0103. O alt\u0103 problem\u0103 legat\u0103 de NDVI este efectul zgomotului solului asupra etapelor incipiente ale dezvolt\u0103rii culturilor.<\/p>\r\n<p>Se calculeaz\u0103 folosind date de teledetec\u021bie satelitar\u0103 sau aerian\u0103, pe baza diferen\u021bei de reflectan\u021b\u0103 a dou\u0103 benzi spectrale: infraro\u0219u apropiat (NIR) \u0219i banda ro\u0219ie.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\" style=\"text-align: center;\"><strong><em>Formula NDVI este NDVI = (NIR-Ro\u0219u) \/ (NIR+Ro\u0219u).<\/em><\/strong><\/p>\r\n<p>Unde NIR este reflectan\u021ba \u00een banda infraro\u0219u apropiat, iar Ro\u0219u este reflectan\u021ba \u00een banda ro\u0219ie.<\/p>\r\n<p>Valoarea NDVI rezultat\u0103 variaz\u0103 de la -1 la +1, valorile mai mari indic\u00e2nd o densitate mai mare a vegeta\u021biei. O valoare zero indic\u0103 lipsa vegeta\u021biei, \u00een timp ce valorile negative indic\u0103 corpuri de ap\u0103 sau alte suprafe\u021be nevegetate.<\/p>\r\n<p>Valorile NDVI apropiate de +1 indic\u0103 o vegeta\u021bie dens\u0103 \u0219i s\u0103n\u0103toas\u0103, \u00een timp ce valorile apropiate de zero indic\u0103 o vegeta\u021bie rar\u0103 sau zone cu stres sau daune semnificative.<\/p>\r\n<p>Este utilizat pe scar\u0103 larg\u0103 \u00een aplica\u021bii agricole \u0219i ecologice pentru a monitoriza cre\u0219terea vegeta\u021biei, a estima randamentele culturilor \u0219i a evalua s\u0103n\u0103tatea \u0219i productivitatea p\u0103durilor \u0219i a altor ecosisteme.<\/p>\r\n<p>De asemenea, poate fi utilizat pentru a detecta \u0219i monitoriza seceta, eroziunea solului \u0219i al\u021bi factori de mediu care afecteaz\u0103 \u00eenveli\u0219ul vegetal.<\/p>\r\n<p>De exemplu, se calculeaz\u0103 prin sc\u0103derea reflectan\u021bei \u00een banda infraro\u0219u apropiat (NIR) din reflectan\u021ba \u00een banda ro\u0219ie \u0219i \u00eemp\u0103r\u021birea rezultatului la suma celor dou\u0103. Valoarea rezultat\u0103 variaz\u0103 de la -1 la +1, valorile mai mari indic\u00e2nd niveluri mai ridicate de vegeta\u021bie.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">\u00cen plus, ideea de <strong>WDRVI (Indicele de vegeta\u021bie cu gam\u0103 dinamic\u0103 larg\u0103)<\/strong>\u00a0a fost creat pentru a rezolva problemele de satura\u021bie NDVI. S-a ob\u021binut prin extinderea gamei de valori WDRVI posibile prin introducerea coeficientului matematic (\u03b1).<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"1466\" data-permalink=\"https:\/\/geopard.tech\/ro\/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=\"Utilizarea NDVI (Indicelui de Vegeta\u021bie cu Diferen\u021b\u0103 Normalizat\u0103)\" 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\">Formula NDVI (indicele de vegeta\u021bie cu diferen\u021b\u0103 normalizat\u0103) a fost transformat\u0103 \u00een WDRVI = (\u03b1\u2217NIR-Ro\u0219u) \/ (\u03b1\u2217NIR+Ro\u0219u).<\/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\/ro\/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 (Indicele de vegeta\u021bie cu gam\u0103 dinamic\u0103 larg\u0103) \u0219i 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\">Zonele construite pe baza WDRVI sunt mai bune \u00een compara\u021bie cu zonele NDVI. Cu toate acestea, acestea \u00eenc\u0103 nu sunt ideale din cauza biomasei prea mari.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GCI (Indicele Clorofilei Verzi)\u00a0<\/strong>este utilizat pentru a estima con\u021binutul de clorofil\u0103 din frunzele plantelor pe baza benzilor \u00een infraro\u0219u apropiat \u0219i verde. \u00cen general, valoarea clorofilei reflect\u0103 direct vegeta\u021bia.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Formula GCI arat\u0103 astfel: GCI = NIR \/ Verde \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\/ro\/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 (Indicele Clorofilei Verzi)\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\">Zonele construite pe baza GCI disting mai bine punctele cu biomas\u0103 ridicat\u0103 \u00een compara\u021bie cu NDVI \u0219i WDRVI. Detaliile ajut\u0103 la gestionarea c\u00e2mpului mai precis\u0103 \u0219i mai eficient\u0103.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>RCI (Indicele Clorofilei Ro\u0219ii)<\/strong>\u00a0\u00eencorporeaz\u0103 aceea\u0219i baz\u0103 de cuno\u0219tin\u021be despre con\u021binutul de clorofil\u0103 ca \u0219i GCI \u0219i o reflect\u0103 prin banda multispectral\u0103 ro\u0219ie.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Formula RCI arat\u0103 astfel: RCI = NIR \/ Ro\u0219u \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\/ro\/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 (Indicele Clorofilei Ro\u0219ii)\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\">Zonele bazate pe RCI sunt exacte ca zonele GCI.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Monitoriza\u021bi-v\u0103 terenurile \u0219i utiliza\u021bi indicele de vegeta\u021bie potrivit la momentul potrivit \u00een timpul sezonului. O gam\u0103 larg\u0103 de indici de vegeta\u021bie este disponibil\u0103 \u00een GeoPard chiar acum.<\/p>","protected":false},"excerpt":{"rendered":"<p>Exist\u0103 mai mul\u021bi indici de vegeta\u021bie utiliza\u021bi \u00een mod obi\u0219nuit, inclusiv Indicele de Vegeta\u021bie cu Diferen\u021b\u0103 Normalizat\u0103 (NDVI), Indicele de Vegeta\u021bie cu Gam\u0103 Dinamic\u0103 Larg\u0103 (WDRVI) \u0219i Clorofila Verde...<\/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 v28.4 - 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\/ro\/blog\/utilizarea-indicelui-de-vegetatie-diferential-normalizat-ndvi-in-agricultura-de-precizie\/\" \/>\n<meta property=\"og:locale\" content=\"ro_RO\" \/>\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 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