{"id":134489,"date":"2026-04-08T14:54:22","date_gmt":"2026-04-08T18:54:22","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=134489"},"modified":"2026-04-08T14:56:36","modified_gmt":"2026-04-08T18:56:36","slug":"industry-insights-satellite-intelligence-risk-and-the-future-of-ag-decision-making","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/es\/industry-insights\/industry-insights-satellite-intelligence-risk-and-the-future-of-ag-decision-making\/","title":{"rendered":"Inteligencia satelital, riesgo y el futuro de la toma de decisiones en la agricultura."},"content":{"rendered":"<p>A medida que aumenta la volatilidad clim\u00e1tica, <strong><a href=\"https:\/\/www.croplife.com\/crop-inputs\/fertilizer\/middle-east-tensions-add-new-volatility-to-global-fertilizer-markets\/\" target=\"_blank\" rel=\"noopener\">tensiones geopol\u00edticas<\/a><\/strong>, A medida que las interrupciones en los insumos transforman la agricultura, la inteligencia de cultivos basada en sat\u00e9lites se perfila como una herramienta fundamental m\u00e1s all\u00e1 de la explotaci\u00f3n agr\u00edcola. Si bien antes se utilizaban principalmente para la agricultura de precisi\u00f3n, estos conocimientos ahora sirven de base para las pol\u00edticas nacionales, el comercio mundial y las estrategias de seguridad alimentaria.<\/p>\n<p>En una entrevista con <strong>AgriBusiness Global, <\/strong>Andrew Pylypchuk, Director Global de Desarrollo de Negocios, Agricultura, en <strong><a href=\"https:\/\/earthdaily.com\/\" target=\"_blank\" rel=\"noopener\">EarthDaily<\/a><\/strong>, Explica c\u00f3mo los avances en la observaci\u00f3n de la Tierra, los datos preparados para la IA y la monitorizaci\u00f3n en tiempo real est\u00e1n ayudando a los l\u00edderes del sector agroindustrial a gestionar mejor los riesgos, optimizar los plazos y tomar decisiones m\u00e1s informadas a lo largo de toda la cadena de valor.<\/p>\n<p><strong>AgriBusiness Global:<\/strong> La inteligencia de cultivos basada en sat\u00e9lites se ha posicionado tradicionalmente como una herramienta a nivel de explotaci\u00f3n agr\u00edcola o <strong><a href=\"https:\/\/www.agribusinessglobal.com\/es\/?s=precision+ag\" target=\"_blank\" rel=\"noopener\">agricultura de precisi\u00f3n<\/a><\/strong> \u00bfQu\u00e9 factores impulsan su evoluci\u00f3n hacia una herramienta para la toma de decisiones en materia de pol\u00edticas y seguridad alimentaria a nivel nacional o mundial?<\/p>\n<p><strong>Andr\u00e9s Pylypchuk:<\/strong> La tecnolog\u00eda de detecci\u00f3n remota ha avanzado significativamente durante la \u00faltima d\u00e9cada, particularmente con programas respaldados por el gobierno como <strong><a href=\"https:\/\/www.esa.int\/Applications\/Observing_the_Earth\/Copernicus\/The_Sentinel_missions\" target=\"_blank\" rel=\"noopener\">Las misiones Centinela de Europa<\/a><\/strong>. Esto ha ampliado tanto la escala como la coherencia de los datos disponibles, no solo para las empresas de tecnolog\u00eda agr\u00edcola, sino tambi\u00e9n para los gobiernos y las empresas agroindustriales.<\/p>\n<p>A medida que m\u00e1s regiones contribuyen a la observaci\u00f3n espacial, ahora tenemos una visi\u00f3n global mucho m\u00e1s clara del desarrollo de los cultivos. Esto nos permite comparar las condiciones en Norteam\u00e9rica, Sudam\u00e9rica, Europa y Australia, lo que ayuda a identificar las presiones sobre la oferta y a fundamentar decisiones pol\u00edticas y de mercado m\u00e1s amplias, al tiempo que generamos valor para los agricultores.<\/p>\n<p><span class=\"fXQLK6Vkw9WuZOyUuZCFDhUw5HPzRY9HvEOagd04llNArsGqiQJaXcBK5t3b7DYyLrS1I7NBMPJF6mcxx\"><iframe loading=\"lazy\" title=\"\u00bfPor qu\u00e9 los datos satelitales sobre cultivos han pasado de ser herramientas para explotaciones agr\u00edcolas a convertirse en pol\u00edticas globales?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/TVK1BCsRPaE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/span><\/p>\n<p><strong>ABG:<\/strong> Si bien existen numerosos datos de observaci\u00f3n de la Tierra, su adopci\u00f3n a nivel institucional a\u00fan es lenta. \u00bfCu\u00e1les son los principales obst\u00e1culos que impiden a los gobiernos y a las empresas agroindustriales convertir la informaci\u00f3n satelital en decisiones en tiempo real?<\/p>\n<p><strong>PA:<\/strong> Una de las mayores barreras es la inconsistencia entre los conjuntos de datos. Si bien hemos recibido importantes contribuciones de la NASA, Europa y misiones privadas, estos conjuntos de datos no siempre han estado lo suficientemente alineados como para respaldar una toma de decisiones fiable y a gran escala.<\/p>\n<p>Nuestro objetivo es calibrar y normalizar estos datos para crear conjuntos de datos consistentes, legibles por m\u00e1quina y preparados para la IA. Una vez establecida esta base, las organizaciones podr\u00e1n comprender mejor los patrones de crecimiento de los cultivos y extraer informaci\u00f3n valiosa, no solo a nivel de campo, sino tambi\u00e9n a nivel nacional e internacional.<\/p>\n<p><strong>ABG:<\/strong> Con <strong><a href=\"https:\/\/www.agribusinessglobal.com\/es\/plant-health\/npk\/u-s-department-of-justice-opens-investigations-into-u-s-fertilizer-market\/\" target=\"_blank\" rel=\"noopener\">alteraciones en la fertilizaci\u00f3n<\/a><\/strong>, Ante la convergencia de la inestabilidad geopol\u00edtica y la variabilidad clim\u00e1tica, \u00bfc\u00f3mo deber\u00edan los l\u00edderes del sector agroindustrial replantearse la gesti\u00f3n de riesgos de cara a la temporada de cultivo de 2026 y m\u00e1s all\u00e1?<\/p>\n<p><strong>PA:<\/strong> Actualmente existen m\u00faltiples factores de riesgo: costos de los insumos, precios de las materias primas, variabilidad clim\u00e1tica y presiones geopol\u00edticas. Tanto los l\u00edderes del sector agroindustrial como los agricultores deben equilibrar todos estos factores, comprendiendo al mismo tiempo su impacto en los mercados locales.<\/p>\n<p>La gesti\u00f3n de riesgos se reduce, en \u00faltima instancia, a evaluar la exposici\u00f3n, obtener el seguro o la cobertura adecuados y mantener la flexibilidad en las operaciones. Los agricultores han atravesado un par de a\u00f1os dif\u00edciles, especialmente en Norteam\u00e9rica, por lo que existe una creciente necesidad de mejores herramientas e informaci\u00f3n que les ayuden a afrontar la incertidumbre y mantener la rentabilidad.<\/p>\n<p><strong>ABG:<\/strong> A medida que mejora la informaci\u00f3n obtenida en las fases previas a la producci\u00f3n, \u00bfc\u00f3mo cree que evolucionar\u00e1 el papel de los minoristas, distribuidores y proveedores de insumos agr\u00edcolas, en particular a la hora de ayudar a los agricultores a actuar en funci\u00f3n de informaci\u00f3n predictiva en lugar de informaci\u00f3n reactiva?<\/p>\n<p><strong>PA:<\/strong> El momento oportuno lo es todo. Estas tecnolog\u00edas ayudan a las partes interesadas a comprender cu\u00e1ndo actuar, ya sea aplicando un fungicida o dialogando con un agricultor sobre un problema espec\u00edfico.<\/p>\n<p>Esto va m\u00e1s all\u00e1 de la agricultura de precisi\u00f3n a nivel de campo. Los minoristas y las cooperativas pueden usar esta informaci\u00f3n para alinear mejor las recomendaciones de productos y servicios con las condiciones en tiempo real. Tambi\u00e9n respalda programas como los de resultados garantizados, donde el rendimiento ahora se puede medir con mayor precisi\u00f3n. En definitiva, se trata de mejorar la eficiencia operativa en toda la cadena de valor.<\/p>\n<p><span class=\"XuAU1cloIPa9m4jOfY\"><iframe loading=\"lazy\" title=\"\u00bfC\u00f3mo deben gestionar los l\u00edderes agr\u00edcolas el riesgo en medio de la incertidumbre clim\u00e1tica y global?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/g7ILjCyLYXM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/span><\/p>\n<p><strong>ABG:<\/strong> A medida que m\u00e1s actores se incorporan al \u00e1mbito de la observaci\u00f3n de la Tierra y el an\u00e1lisis agr\u00edcola, \u00bfqu\u00e9 importancia tienen la estandarizaci\u00f3n, la transparencia y la validaci\u00f3n de datos para garantizar la confianza en toda la cadena de valor?<\/p>\n<p><strong>PA:<\/strong> La confianza es fundamental. Con las nuevas tecnolog\u00edas, las partes interesadas necesitan saber que los datos son fiables y \u00fatiles.<\/p>\n<p>Generar esa confianza se logra mediante la validaci\u00f3n: trabajando con agricultores, instituciones y el mundo acad\u00e9mico para demostrar su valor. Una de las ventajas de las herramientas satelitales es su capacidad para proporcionar mediciones imparciales y objetivas. Esto ayuda a fundamentar las decisiones sobre insumos, uso de fertilizantes y asignaci\u00f3n de recursos.<\/p>\n<p>La IA tambi\u00e9n desempe\u00f1ar\u00e1 un papel importante a la hora de facilitar la interpretaci\u00f3n de estos conocimientos, lo que deber\u00eda favorecer a\u00fan m\u00e1s su adopci\u00f3n.<\/p>\n<p><strong>ABG:<\/strong> \u00bfHasta qu\u00e9 punto la monitorizaci\u00f3n de cultivos en tiempo real podr\u00eda transformar los mercados de productos b\u00e1sicos, la volatilidad de los precios y los flujos comerciales mundiales si los sistemas de alerta temprana se adoptaran de forma generalizada?<\/p>\n<p><strong>PA:<\/strong> Una mayor transparencia probablemente conducir\u00e1 a una mayor estabilidad en el mercado. Con una mejor visibilidad de la producci\u00f3n a nivel local, regional y global, las partes interesadas podr\u00e1n tomar decisiones m\u00e1s informadas sobre la oferta y la demanda.<\/p>\n<p>Dicho esto, a\u00fan existen factores que no podemos predecir, siendo la geopol\u00edtica y los fen\u00f3menos meteorol\u00f3gicos extremos los m\u00e1s importantes. Si bien estas herramientas mejoran la previsi\u00f3n y la informaci\u00f3n, no eliminan la incertidumbre. Lo que s\u00ed hacen es ayudar al sector a adaptarse con mayor eficacia a las condiciones cambiantes.<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>A medida que la volatilidad clim\u00e1tica, las tensiones geopol\u00edticas y las interrupciones en los insumos transforman la agricultura, la inteligencia de cultivos basada en sat\u00e9lites est\u00e1 emergiendo como una herramienta fundamental m\u00e1s all\u00e1 de\u2026<\/p>","protected":false},"author":1477,"featured_media":134490,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1604,26,29,1885],"tags":[],"class_list":["post-134489","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agtech","category-americas","category-europe","category-industry-insights"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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