{"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":"uso-del-indice-de-vegetacion-de-diferencia-normalizada-ndvi-en-la-agricultura-de-precision","status":"publish","type":"post","link":"https:\/\/geopard.tech\/es\/blog\/use-of-ndvi-normalized-difference-vegetation-index-in-precision-agriculture\/","title":{"rendered":"\u00bfQu\u00e9 \u00edndice de vegetaci\u00f3n es mejor usar en Agricultura de Precisi\u00f3n?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Existen varios \u00edndices de vegetaci\u00f3n de uso com\u00fan, entre ellos el \u00cdndice de Vegetaci\u00f3n de Diferencia Normalizada (NDVI), el \u00cdndice de Vegetaci\u00f3n de Amplio Rango Din\u00e1mico (WDRVI) y el \u00cdndice de Clorofila Verde (GCI).<\/p>\r\n<ul>\r\n<li>\u00bfQu\u00e9 \u00edndice de vegetaci\u00f3n refleja m\u00e1s detalles?<\/li>\r\n<li>\u00bfQu\u00e9 \u00edndice de vegetaci\u00f3n muestra mejor la variaci\u00f3n?<\/li>\r\n<li>\u00bfEs el NDVI el mejor \u00edndice de vegetaci\u00f3n multiespectral?<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Las preguntas son conocidas y surgen con mucha frecuencia. Investiguemos.<\/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=\"Carrusel de im\u00e1genes\" 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 de 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=\"Mapa de zonas agr\u00edcolas NDVI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 de 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=\"Mapa de zonas agr\u00edcolas de WDRVI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 de 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=\"Mapa de zonas agr\u00edcolas de GCI\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 de 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=\"Mapa de zonas agr\u00edcolas de 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>\u00bfQu\u00e9 es el \u00edndice de vegetaci\u00f3n?<\/h2>\r\n<p>El \u00edndice de vegetaci\u00f3n es una medida num\u00e9rica que cuantifica la cantidad y el estado de la vegetaci\u00f3n en un \u00e1rea espec\u00edfica bas\u00e1ndose en datos de teledetecci\u00f3n.<\/p>\r\n<p>Los \u00edndices de vegetaci\u00f3n se calculan combinando diferentes bandas espectrales de im\u00e1genes satelitales o fotograf\u00edas a\u00e9reas, que reflejan la cantidad de energ\u00eda absorbida y reflejada por las plantas en las regiones visible e infrarroja cercana del espectro electromagn\u00e9tico.<\/p>\r\n<p>Estos \u00edndices pueden proporcionar informaci\u00f3n sobre la salud, la densidad y la productividad de la vegetaci\u00f3n, lo cual resulta \u00fatil para una amplia gama de aplicaciones, incluyendo la agricultura, la silvicultura, la gesti\u00f3n de tierras y el monitoreo del clima.<\/p>\r\n<h2>\u00bfQu\u00e9 es el \u00cdndice de Vegetaci\u00f3n de Diferencia Normalizada?<strong>NDVI)<\/strong>?<\/h2>\r\n<p><strong>NDVI (\u00cdndice de Vegetaci\u00f3n de Diferencia Normalizada)<\/strong>\u00a0Es la m\u00e1s famosa y utilizada en industrias relacionadas con la biomasa y la teledetecci\u00f3n.<\/p>\r\n<p>La saturaci\u00f3n del NDVI afecta la distinci\u00f3n precisa de la vegetaci\u00f3n en los picos de biomasa. Otro problema con el NDVI es el efecto del ruido del suelo en las primeras etapas del desarrollo de los cultivos.<\/p>\r\n<p>Se calcula utilizando datos de teledetecci\u00f3n satelital o a\u00e9rea, bas\u00e1ndose en la diferencia de reflectancia de dos bandas espectrales: el infrarrojo cercano (NIR) y la banda roja.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\" style=\"text-align: center;\"><strong><em>La f\u00f3rmula del NDVI es NDVI = (NIR-Rojo) \/ (NIR+Rojo).<\/em><\/strong><\/p>\r\n<p>Donde NIR es la reflectancia en la banda del infrarrojo cercano y Red es la reflectancia en la banda roja.<\/p>\r\n<p>El valor NDVI resultante oscila entre -1 y +1, donde los valores m\u00e1s altos indican una mayor densidad de vegetaci\u00f3n. Un valor de cero indica ausencia de vegetaci\u00f3n, mientras que los valores negativos indican cuerpos de agua u otras superficies sin vegetaci\u00f3n.<\/p>\r\n<p>Los valores de NDVI cercanos a +1 indican vegetaci\u00f3n densa y sana, mientras que los valores cercanos a cero indican vegetaci\u00f3n escasa o \u00e1reas con estr\u00e9s o da\u00f1os significativos.<\/p>\r\n<p>Se utiliza ampliamente en aplicaciones agr\u00edcolas y ecol\u00f3gicas para controlar el crecimiento de la vegetaci\u00f3n, estimar el rendimiento de los cultivos y evaluar la salud y la productividad de los bosques y otros ecosistemas.<\/p>\r\n<p>Tambi\u00e9n puede utilizarse para detectar y controlar la sequ\u00eda, la erosi\u00f3n del suelo y otros factores ambientales que afectan a la cubierta vegetal.<\/p>\r\n<p>Por ejemplo, se calcula restando la reflectancia en la banda del infrarrojo cercano (NIR) a la reflectancia en la banda roja y dividiendo el resultado entre la suma de ambas. El valor resultante oscila entre -1 y +1, donde los valores m\u00e1s altos indican mayor vegetaci\u00f3n.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Adem\u00e1s, la idea de <strong>WDRVI (\u00cdndice de Vegetaci\u00f3n de Amplio Rango Din\u00e1mico)<\/strong>\u00a0Se cre\u00f3 para resolver los problemas de saturaci\u00f3n del NDVI. Se logr\u00f3 ampliando el rango de valores posibles del WDRVI mediante la introducci\u00f3n del coeficiente matem\u00e1tico (\u03b1).<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"1466\" data-permalink=\"https:\/\/geopard.tech\/es\/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=\"Uso del NDVI (\u00cdndice de Vegetaci\u00f3n de Diferencia Normalizada)\" 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\">La f\u00f3rmula NDVI (\u00edndice de vegetaci\u00f3n de diferencia normalizada) se transform\u00f3 en WDRVI = (\u03b1\u2217NIR-Rojo) \/ (\u03b1\u2217NIR+Rojo).<\/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\/es\/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 (\u00cdndice de Vegetaci\u00f3n de Amplio Rango Din\u00e1mico) y 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\">Las zonas construidas en funci\u00f3n del WDRVI son mejores que las zonas basadas en el NDVI. Sin embargo, a\u00fan no son ideales debido a la elevada biomasa.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GCI (\u00cdndice de Clorofila Verde)\u00a0<\/strong>Se utiliza para estimar el contenido de clorofila en las hojas de las plantas a partir de las bandas infrarrojas cercanas y verdes. En general, el valor de la clorofila refleja directamente la vegetaci\u00f3n.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">La f\u00f3rmula GCI se ve as\u00ed: 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\/es\/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 (\u00cdndice de Clorofila Verde)\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\">Las zonas definidas a partir del GCI distinguen mejor las zonas de alta biomasa en comparaci\u00f3n con el NDVI y el WDRVI. Estos detalles ayudan a gestionar el campo de forma m\u00e1s precisa y eficiente.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>RCI (\u00cdndice de Clorofila Roja)<\/strong>\u00a0Incorpora la misma base de conocimientos sobre el contenido de clorofila que GCI y la refleja a trav\u00e9s de la banda multiespectral roja.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">La f\u00f3rmula RCI se ve as\u00ed: RCI = NIR \/ Rojo \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\/es\/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 (\u00cdndice de Clorofila Roja)\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\">Las zonas basadas en RCI son tan precisas como las zonas GCI.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Sigue monitorizando tus campos y utiliza el \u00edndice de vegetaci\u00f3n adecuado en el momento preciso de la temporada. GeoPard dispone actualmente de una amplia gama de \u00edndices de vegetaci\u00f3n.<\/p>","protected":false},"excerpt":{"rendered":"<p>Existen varios \u00edndices de vegetaci\u00f3n que se utilizan com\u00fanmente, entre ellos el \u00cdndice de Vegetaci\u00f3n de Diferencia Normalizada (NDVI), el \u00cdndice de Vegetaci\u00f3n de Amplio Rango Din\u00e1mico (WDRVI) y la Clorofila Verde\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,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","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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the most famous and widely used in industries related to biomass and remote sensing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/es\/blog\/uso-del-indice-de-vegetacion-de-diferencia-normalizada-ndvi-en-la-agricultura-de-precision\/\" \/>\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\" 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