{"id":4274,"date":"2022-04-08T06:22:08","date_gmt":"2022-04-08T04:22:08","guid":{"rendered":"https:\/\/geopard.tech\/?p=4274"},"modified":"2026-09-13T10:55:53","modified_gmt":"2026-09-13T08:55:53","slug":"tecnologia-de-aplicacion-de-tasa-variable-en-la-agricultura-de-precision","status":"publish","type":"post","link":"https:\/\/geopard.tech\/es\/blog\/variable-rate-application-technology-in-precision-agriculture\/","title":{"rendered":"Tecnolog\u00eda de aplicaci\u00f3n de dosis variable en la agricultura de precisi\u00f3n."},"content":{"rendered":"<p>La aplicaci\u00f3n de tasa variable (VRA, por sus siglas en ingl\u00e9s) en la agricultura es una rama de la tecnolog\u00eda que se especializa en el uso automatizado de productos en un paisaje determinado. La forma en que se utilizan los productos depende de los datos que se recopilan a trav\u00e9s de sensores, GPS y mapas. Los productos no se limitan a productos qu\u00edmicos, semillas o <a href=\"https:\/\/geopard.tech\/es\/blog\/cual-es-la-diferencia-entre-los-fertilizantes-organicos-y-los-sinteticos\/\">fertilizantes<\/a>, y todas ellas tienen como \u00fanico objetivo ayudar a aumentar el rendimiento de los cultivos.<\/p>\n<h2>\u00bfQu\u00e9 es una aplicaci\u00f3n de tasa variable?<\/h2>\n<p>La aplicaci\u00f3n de dosis variable (VRA, por sus siglas en ingl\u00e9s) es una t\u00e9cnica de agricultura de precisi\u00f3n que consiste en ajustar la dosis de aplicaci\u00f3n de insumos como fertilizantes, pesticidas y semillas a diferentes \u00e1reas de un campo en funci\u00f3n de sus necesidades espec\u00edficas.<\/p>\n<p>VRA utiliza datos de diversas fuentes, incluidas im\u00e1genes satelitales, mapas de suelos y datos de rendimiento, para crear un mapa de prescripci\u00f3n personalizado que gu\u00eda la aplicaci\u00f3n de insumos a diferentes secciones del campo.<\/p>\n<p>Al adaptar la aplicaci\u00f3n de insumos a las necesidades espec\u00edficas de cada zona, la VRA puede optimizar el rendimiento de los cultivos, reducir el desperdicio de insumos y disminuir los costos, lo que la convierte en una herramienta eficaz y eficiente para la agricultura de precisi\u00f3n.<\/p>\n<p>Existen varios tipos de tecnolog\u00eda que se aplican en este sector agr\u00edcola. Abarcan pr\u00e1cticamente todos los aspectos, tales como:<\/p>\n<ul>\n<li>Im\u00e1genes hiperespectrales<\/li>\n<li>Drones<\/li>\n<li>Inteligencia artificial<\/li>\n<li>sat\u00e9lites<\/li>\n<\/ul>\n<p>No obstante, independientemente del tipo de VRT que se aplique, es fundamental conocer el m\u00e9todo general y c\u00f3mo se utiliza.<\/p>\n<h2>Tecnolog\u00eda de aplicaci\u00f3n de dosis variable en la agricultura de precisi\u00f3n.<\/h2>\n<p>El uso de fertilizantes es una pr\u00e1ctica agr\u00edcola com\u00fan que puede automatizarse mediante el uso de VRT. A continuaci\u00f3n, se detallan las instrucciones paso a paso para utilizar VRT en la aplicaci\u00f3n de fertilizantes:<\/p>\n<p><strong>Zonas de zonificaci\u00f3n\/gesti\u00f3n<\/strong> \u2013 Las \u00e1reas de gesti\u00f3n se dividen en secciones de un campo donde es necesario aplicar productos incompatibles.<\/p>\n<p>Cuando se opta por utilizar VRT, es fundamental marcar las secciones a las que las m\u00e1quinas deben aplicar determinados productos, ya que, de no hacerlo, es muy probable que se obtengan resultados negativos.<\/p>\n<p>Debido a su valor, el primer paso al usar un fertilizante con tecnolog\u00eda VRT es sencillo: configurar las secciones de manejo adecuadas. Tambi\u00e9n es necesario verificar que esta informaci\u00f3n se ingrese correctamente en el sistema VRA.<\/p>\n<p><strong>VRA basado en mapas frente a VRA basado en sensores<\/strong> \u2013 El VRT en la agricultura puede basarse en sensores o en mapas. El siguiente paso consiste simplemente en determinar qu\u00e9 m\u00e9todo se adapta mejor al problema que est\u00e1 experimentando.<\/p>\n<p>Adem\u00e1s, tambi\u00e9n puede depender de las desventajas de la tecnolog\u00eda VRT ya aplicada. El VRT basado en mapas consiste simplemente en generar un mapa del terreno e introducirlo en el sistema antes de realizar las actividades.<\/p>\n<p>Por otro lado, la tecnolog\u00eda basada en sensores consiste simplemente en integrar sensores capaces de detectar autom\u00e1ticamente la informaci\u00f3n que posteriormente ayuda a tomar decisiones sobre el fertilizante \u00f3ptimo. Por ejemplo, puede detectar el estado del cultivo y, a partir de ah\u00ed, tomar la decisi\u00f3n correcta.<\/p>\n<p><strong>\u00bfQu\u00e9 datos\/im\u00e1genes se deben utilizar?<\/strong> \u2013 Inmediatamente despu\u00e9s de elegir entre un sistema basado en sensores o en mapas, lo siguiente es averiguar qu\u00e9 tipo de datos deben recopilar los sensores o qu\u00e9 tipo de im\u00e1genes se deben utilizar para la localizaci\u00f3n.<\/p>\n<p>Varias tecnolog\u00edas VRA utilizan drones u otros sistemas de im\u00e1genes para obtener datos sobre el paisaje.<\/p>\n<p>Los datos y la informaci\u00f3n precisos y perfectos para la aplicaci\u00f3n de fertilizantes no se limitan a aspectos como la calidad del suelo y los productos, el tipo de cultivo, la velocidad a la que se mueve la m\u00e1quina al esparcir el fertilizante y, por \u00faltimo, los datos sobre el clima.<\/p>\n<h2>Otras aplicaciones y beneficios<\/h2>\n<p>La tecnolog\u00eda de aplicaci\u00f3n de tasa variable en la agricultura se utiliza en diversas \u00e1reas, no solo en la aplicaci\u00f3n de fertilizantes. Algunas otras aplicaciones comunes de la tecnolog\u00eda VRA incluyen:<\/p>\n<ul>\n<li>Uso de herbicidas e incluso otros tipos de productos qu\u00edmicos.<\/li>\n<li>Siembra<\/li>\n<li>Detecci\u00f3n de plagas y enfermedades<\/li>\n<li>Detecci\u00f3n de malezas<\/li>\n<\/ul>\n<p>En general, la tecnolog\u00eda VRA se utiliza principalmente para obtener informaci\u00f3n sobre un terreno determinado y para que un sistema tome decisiones en funci\u00f3n de dicha informaci\u00f3n. Estas decisiones determinan el tipo de productos que se deben utilizar en el terreno.<\/p>\n<p>Adem\u00e1s, la ventaja de utilizar un sistema VRA es que puede ayudar a automatizar toda esta secci\u00f3n del proceso agr\u00edcola.<\/p>\n<p>Cuanto mayor sea la automatizaci\u00f3n y precisi\u00f3n con la que una empresa se especialice en sus operaciones, mayor ser\u00e1 el ahorro econ\u00f3mico que podr\u00e1 obtener gracias a una mayor producci\u00f3n y eficiencia. Diversas fuentes muestran los numerosos beneficios econ\u00f3micos del uso de VRA, como se detalla a continuaci\u00f3n:<\/p>\n<p>Mayores posibilidades de aumento del rendimiento ya que hay un seguimiento y fertilizaci\u00f3n m\u00e1s eficientes de acuerdo con las necesidades reales del cultivo y la variabilidad de las tierras. Protecci\u00f3n ambiental de la fumigaci\u00f3n excesiva de <a href=\"https:\/\/geopard.tech\/es\/blog\/que-es-el-control-de-plagas-organico\/\">plagas<\/a> y tambi\u00e9n la fertilizaci\u00f3n.<\/p>\n<p>Geopard es una de las mejores maneras de probar el servicio de aplicaci\u00f3n de tasa variable, ya que ofrece varios servicios como:<\/p>\n<ul>\n<li>Creador de zonas y automatizaci\u00f3n gestionada<\/li>\n<li>Tarifas fijas<\/li>\n<li>Personalizar<\/li>\n<li>Compatibilidad y exportaci\u00f3n<\/li>\n<li>An\u00e1lisis de una sola capa<\/li>\n<li><a href=\"https:\/\/geopard.tech\/es\/blog\/analisis-multicapa\/\">An\u00e1lisis multicapa<\/a><\/li>\n<li>Mapas plurianuales de potencial de campo<\/li>\n<li><a href=\"https:\/\/geopard.tech\/es\/blog\/zonas-de-estabilidad-del-campo\/\">Mapas de estabilidad de campo<\/a><\/li>\n<li>Mapas de capas cruzadas<\/li>\n<li><a href=\"https:\/\/geopard.tech\/es\/blog\/estadisticas-avanzadas-para-zonas-de-gestion-en-agricultura-de-precision\/\">Estad\u00edsticas por zonas<\/a><\/li>\n<li>Compatibilidad de datos<\/li>\n<li>Dibujar zonas manualmente<\/li>\n<li><a href=\"https:\/\/geopard.tech\/es\/blog\/\">Y muchos otros<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>La aplicaci\u00f3n de tasa variable (VRA, por sus siglas en ingl\u00e9s) en la agricultura es una rama de la tecnolog\u00eda que se centra en el uso automatizado de productos en un terreno determinado. La manera en que\u2026<\/p>","protected":false},"author":210157960,"featured_media":4277,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1657,1380],"tags":[1598],"class_list":["post-4274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-whats","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- 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