{"id":64854,"date":"2019-08-28T09:49:47","date_gmt":"2019-08-28T13:49:47","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=64854"},"modified":"2019-10-01T09:56:48","modified_gmt":"2019-10-01T13:56:48","slug":"making-sense-of-sensors-for-precision-agriculture","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/es\/agtech\/making-sense-of-sensors-for-precision-agriculture\/","title":{"rendered":"Entender los sensores para la agricultura de precisi\u00f3n"},"content":{"rendered":"<p>La agricultura de precisi\u00f3n contin\u00faa ganando inter\u00e9s y tracci\u00f3n en toda la industria de insumos agr\u00edcolas. Las soluciones integradas, ya sea que incluyan drones, sat\u00e9lites, sensores u otras tecnolog\u00edas, tienen mucho que ofrecer a los productores y ciertamente podr\u00edan tener un impacto en la aplicaci\u00f3n. <a href=\"https:\/\/www.agribusinessglobal.com\/es\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>AgriBusiness Global<\/em><\/a> entrevist\u00f3 a Ash Madgavkar, fundador de <a href=\"http:\/\/www.ceresimaging.net\/\" target=\"_blank\" rel=\"noopener noreferrer\">Im\u00e1genes de Ceres<\/a>, una empresa de agricultura de precisi\u00f3n con sede en California que ayuda a los productores y asesores agr\u00edcolas a tomar decisiones inteligentes de gesti\u00f3n agr\u00edcola con sensores, an\u00e1lisis, modelos de aprendizaje autom\u00e1tico y ciencia de plantas patentados.<\/p>\n<p>Madgavkar habl\u00f3 sobre c\u00f3mo los sensores encajan en el panorama m\u00e1s amplio de la agricultura de precisi\u00f3n hoy, qu\u00e9 papel desempe\u00f1ar\u00e1n en el futuro.<\/p>\n<p><strong>La aplicaci\u00f3n de precisi\u00f3n est\u00e1 creciendo r\u00e1pidamente en todo el mundo. \u00bfQu\u00e9 papel juegan los sensores en la aplicaci\u00f3n de precisi\u00f3n?<\/strong><\/p>\n<div id=\"attachment_64855\" style=\"width: 267px\" class=\"wp-caption alignright\"><a href=\"\/es\/Ash_Madgavkar\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-64855\" class=\"wp-image-64855 size-medium\" src=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-257x300.jpg\" width=\"257\" height=\"300\" alt=\"Making Sense of Sensors for Precision Agriculture\" srcset=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-257x300.jpg 257w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-768x898.jpg 768w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-876x1024.jpg 876w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-282x330.jpg 282w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-62x72.jpg 62w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-308x360.jpg 308w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-493x576.jpg 493w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-616x720.jpg 616w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-924x1080.jpg 924w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-949x1110.jpg 949w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-73x85.jpg 73w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-300x351.jpg 300w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-150x175.jpg 150w\" sizes=\"auto, (max-width: 257px) 100vw, 257px\" \/><\/a><p id=\"caption-attachment-64855\" class=\"wp-caption-text\">Ash Madgavkar, fundador, Ceres Imaging<\/p><\/div>\n<p>Presentamos un programa de educaci\u00f3n continua llamado &quot;<a href=\"http:\/\/www.ceresimaging.net\/advancesinimagery\" target=\"_blank\" rel=\"noopener noreferrer\">Avances en im\u00e1genes<\/a>. &quot; En nuestro episodio m\u00e1s reciente, el asesor agr\u00edcola de extensi\u00f3n cooperativa de la UC, George Zhuang, argument\u00f3 que los datos son lo m\u00e1s importante que frena la aplicaci\u00f3n de precisi\u00f3n. Estamos de acuerdo con esta opini\u00f3n y creemos que los sensores proporcionar\u00e1n:<\/p>\n<ul>\n<li>Contribuci\u00f3n importante a la prescripci\u00f3n y planificaci\u00f3n de VRA de nutrientes de pretemporada;<\/li>\n<li>Un componente cr\u00edtico para cualquier prescripci\u00f3n de VRA de nutrientes durante la temporada; y<\/li>\n<li>Datos cr\u00edticos para aplicaciones de precisi\u00f3n no relacionadas con nutrientes, incluidas aplicaciones de pesticidas, fungicidas, agua y reguladores del crecimiento.<\/li>\n<\/ul>\n<p><strong>\u00bfC\u00f3mo se integra la tecnolog\u00eda de sensores con otras tecnolog\u00edas de agricultura de precisi\u00f3n?<\/strong><\/p>\n<p>Ceres Imaging est\u00e1 dise\u00f1ado para capacitar a los productores para que tomen decisiones inteligentes. Con ese fin, lo hemos integrado con<strong>\u00a0<\/strong>muchas plataformas agr\u00edcolas digitales l\u00edderes como <a href=\"https:\/\/climate.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">FieldView<\/a> y <a href=\"https:\/\/www.deere.ca\/en\/technology-products\/precision-ag-technology\/data-management\/operations-center\/\" target=\"_blank\" rel=\"noopener noreferrer\">Centro de operaciones John Deere<\/a>. Esto significa que nuestras im\u00e1genes se pueden ver en esas plataformas y junto con otras fuentes de datos. Tambi\u00e9n facilitamos a los productores la carga de datos de terceros en la plataforma Ceres Imaging si prefieren trabajar en nuestra herramienta. Algunos productores est\u00e1n integrando Ceres con sus mapas de rendimiento para mejorar la granularidad \/ resoluci\u00f3n de esos mapas de rendimiento.<\/p>\n<p>Ceres Imaging tambi\u00e9n ha priorizado las integraciones con otros proveedores de hardware para aumentar la precisi\u00f3n de nuestros conocimientos y hacer que los datos sean m\u00e1s procesables. Esto incluye integraciones con sensores de campo, as\u00ed como la pr\u00f3xima generaci\u00f3n de equipos de riego de precisi\u00f3n.<\/p>\n<p><strong>\u00bfC\u00f3mo cambiar\u00e1 la tecnolog\u00eda de sensores en los pr\u00f3ximos a\u00f1os \/ d\u00e9cada y qu\u00e9 impacto tendr\u00e1 en la agricultura de precisi\u00f3n?<\/strong><\/p>\n<p>El cambio tecnol\u00f3gico de los sensores est\u00e1 siendo impulsado por las reducciones de costos en el hardware de los sensores, las mejoras en la inteligencia artificial y el an\u00e1lisis de datos, y los beneficios que se obtienen al trabajar con datos m\u00e1s grandes y conjuntos de datos m\u00e1s diversos. Creemos que con estas mejoras, la detecci\u00f3n evolucionar\u00e1 desde la identificaci\u00f3n de problemas hasta la realizaci\u00f3n de predicciones y diagn\u00f3sticos de problemas. Vemos una tendencia continua hacia la integraci\u00f3n entre diferentes tipos de sensores y hardware. Y creemos que beneficiar\u00e1 a las empresas de sensores m\u00e1s grandes que pueden proporcionar la escala necesaria para que tales integraciones valgan la pena. Tambi\u00e9n creemos que la usabilidad y la capacidad de acci\u00f3n mejorar\u00e1n dr\u00e1sticamente, lo que aumentar\u00e1 la adopci\u00f3n de manera significativa. En el pasado, los productores ten\u00edan que hacer un entrenamiento profundo y examinar cientos de im\u00e1genes. Hoy en d\u00eda (existen) herramientas para detectar, clasificar y diagnosticar autom\u00e1ticamente problemas de pivote central para que los gerentes puedan volver al campo y concentrarse en las cosas importantes.<\/p>\n<p><strong>\u00bfQu\u00e9 factores (es decir, relacionados con la industria, econ\u00f3micos, regulatorios) influir\u00e1n en c\u00f3mo se utilizan los sensores en el futuro?<\/strong><\/p>\n<p>A continuaci\u00f3n se muestran algunas de las metatendencias que creemos que influir\u00e1n en las tasas de adopci\u00f3n y en c\u00f3mo se utilizan los sensores.<\/p>\n<ul>\n<li><strong>Precios:<\/strong> Los bajos precios de las materias primas desalientan las inversiones en pr\u00e1cticas de gesti\u00f3n. Creemos que los bajos precios de las materias primas retrasar\u00e1n la adopci\u00f3n a corto plazo.<\/li>\n<li><strong>Costos:<\/strong> En el otro lado de esta tendencia, creemos que los aumentos en los costos de insumos y mano de obra ampliar\u00e1n la adopci\u00f3n de sensores, que pueden disminuir significativamente los costos de nutrientes, manejo de enfermedades y agua.<\/li>\n<li><strong>Regulaci\u00f3n:<\/strong> Esperamos que los sensores se utilicen para el cumplimiento, as\u00ed como para una mejor gesti\u00f3n de los recursos en respuesta a la regulaci\u00f3n.<\/li>\n<li><strong>Cambio clim\u00e1tico:<\/strong> Estamos viendo una mayor variabilidad de los eventos clim\u00e1ticos que aumentan dr\u00e1sticamente la adopci\u00f3n de tecnolog\u00eda de sensores a medida que los modelos de pron\u00f3stico estancados se vuelven irrelevantes.<\/li>\n<\/ul>\n<p><strong>\u00bfQu\u00e9 pueden hacer las empresas a corto plazo para mitigar los costes que generar\u00e1n las tarifas?<\/strong><\/p>\n<p>A corto plazo, seguiremos viendo a algunos productores tratar de controlar los costos hasta que tengan una imagen m\u00e1s clara de las tarifas. Estamos viendo esto con los productores que buscan maniobrabilidad y oportunidades para retrasar o evitar un gasto inicial significativo. Un ejemplo de esto es adoptar una dosis variable o una aplicaci\u00f3n de nitr\u00f3geno durante la temporada como alternativa a una gran aplicaci\u00f3n inicial de nitr\u00f3geno.<\/p>\n<p>Para los jugadores m\u00e1s verticales, veremos algunas decisiones dif\u00edciles sobre las inversiones durante la temporada. Por ejemplo, uno de nuestros clientes m\u00e1s importantes, <a href=\"https:\/\/www.olamgroup.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Olam Internacional<\/a>, utiliza nuestro \u00edndice de estr\u00e9s acumulativo para predecir el rendimiento en la temporada. Les ayuda a analizar el ROI de varias posibles soluciones o inversiones para mejorar el rendimiento. Creo que veremos m\u00e1s productores siguiendo su ejemplo.<\/p>","protected":false},"excerpt":{"rendered":"<p>La agricultura de precisi\u00f3n contin\u00faa ganando inter\u00e9s y tracci\u00f3n en toda la industria de insumos agr\u00edcolas. Soluciones integradas, ya sea que incluyan drones, ...<\/p>","protected":false},"author":112,"featured_media":64857,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1604],"tags":[578,1737],"class_list":["post-64854","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agtech","tag-precision-agriculture","tag-precision-application-asia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Making Sense of Sensors for Precision Agriculture - AgriBusiness Global<\/title>\n<meta name=\"description\" content=\"Precision agriculture continues to gain interest and traction throughout the crop inputs industry. 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