{"id":62381,"date":"2025-03-05T15:56:58","date_gmt":"2025-03-05T15:56:58","guid":{"rendered":"https:\/\/metos.global\/?p=62381"},"modified":"2025-03-13T13:43:59","modified_gmt":"2025-03-13T13:43:59","slug":"weather-all-together","status":"publish","type":"post","link":"https:\/\/metos.global\/es\/weather-all-together\/","title":{"rendered":"Meteorolog\u00eda - La variabilidad es lo dif\u00edcil de gestionar - PARTE V - Integraci\u00f3n de todos los factores"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"62381\" class=\"elementor elementor-62381\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9705e16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9705e16\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a98aa19\" data-id=\"a98aa19\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-05a6107 elementor-widget elementor-widget-text-editor\" data-id=\"05a6107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Meteorolog\u00eda: la variabilidad es lo que dificulta la agricultura<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2ebd69 elementor-widget elementor-widget-heading\" data-id=\"e2ebd69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">PARTE V - PONERLO TODO JUNTO<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6cbec4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c6cbec4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-566682e elementor-widget elementor-widget-text-editor\" data-id=\"566682e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Autor:<\/b><span style=\"font-weight: 400;\"> Guy Ash, Director Global de Formaci\u00f3n, Pessl Instruments<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e1a998 elementor-widget elementor-widget-text-editor\" data-id=\"6e1a998\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A lo largo del <b><i>Meteorolog\u00eda: la variabilidad es lo que dificulta la agricultura<\/i><\/b> hemos examinado c\u00f3mo las variables meteorol\u00f3gicas - <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/in-field-variability\/\">precipitaciones<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-variability-temperature\/\">temperatura<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-variability-crop-health\/\">humedad<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-variability-crop-health\/\">viento<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-variability-soil-moisture\/\">radiaci\u00f3n solar<\/a><\/span>y <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-variability-soil-moisture\/\">humedad del suelo<\/a><\/span> - afectan al desarrollo de los cultivos y a su potencial de rendimiento.<\/p><p>Ahora, en <strong>Parte V<\/strong>reunimos todos estos elementos y <strong>explorar c\u00f3mo pueden utilizarse los dispositivos IoT en el campo para predecir con precisi\u00f3n el rendimiento<\/strong> y optimizar las decisiones de riego.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bad85aa elementor-widget elementor-widget-image\" data-id=\"bad85aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"449\" src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-1024x449.png\" class=\"attachment-large size-large wp-image-62384\" alt=\"\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover.png 1620w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63e7ecb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63e7ecb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0adfab3 elementor-widget elementor-widget-spacer\" data-id=\"0adfab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efa2c20 elementor-widget elementor-widget-text-editor\" data-id=\"efa2c20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>JUNTARLO TODO: c\u00f3mo predecir el rendimiento con un dispositivo IoT en el campo utilizando la temperatura, las precipitaciones, la humedad del suelo y las previsiones.<\/b><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0289203 elementor-widget elementor-widget-text-editor\" data-id=\"0289203\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Oportuno y eficaz <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/water-management\/\">gesti\u00f3n del riego<\/a><\/span> es fundamental para maximizar el rendimiento de los cultivos, especialmente durante las etapas tempranas y medias de reproducci\u00f3n del ma\u00edz y la soja y con el coste actual de los insumos. A medida que el ma\u00edz y la soja entran en las fases de reproducci\u00f3n temprana y media, el riego es fundamental para satisfacer las crecientes necesidades h\u00eddricas de los cultivos, ya que las precipitaciones y la escasez de agua son cada vez mayores. <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/soil-moisture-monitoring\/\">humedad del suelo<\/a><\/span> no puede satisfacer la demanda de agua de los cultivos durante este periodo. <strong>El estr\u00e9s h\u00eddrico o por humedad se produce cuando la demanda de agua del cultivo es superior a la oferta.<\/strong> (precipitaciones y humedad almacenada en el suelo) y puede dar lugar a una reducci\u00f3n de los procesos biol\u00f3gicos, con las consiguientes penalizaciones en el rendimiento y\/o la calidad.<\/p><p>Como hemos comentado a lo largo de todo este <em><strong>El tiempo en la granja<\/strong><\/em> requerimos <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/stations-dataloggers\/\">dispositivos IoT sobre el terreno<\/a><\/span> y <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-forecast\/\">previsiones<\/a> <\/span>realizar estimaciones oportunas y precisas para cualquier decisi\u00f3n de gesti\u00f3n sobre el terreno. Para <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/yield-prediction\/\">predicciones de rendimiento<\/a><\/span> de los cultivos de cereales, hileras o semillas oleaginosas, los dos factores medioambientales m\u00e1s importantes para obtener buenos rendimientos son el uso del agua (que es el m\u00e1s importante) y el desarrollo t\u00e9rmico, siempre que el resto de decisiones agron\u00f3micas se tomen correctamente (siembra, fertilidad, pesticidas, etc.). <strong>La supervisi\u00f3n del rendimiento puede realizarse f\u00e1cilmente con un dispositivo IoT en el campo<\/strong> seguimiento de las precipitaciones, la temperatura y una previsi\u00f3n espec\u00edfica para todo un campo o para zonas definidas dentro del campo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea455fd elementor-widget elementor-widget-image\" data-id=\"ea455fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1024x683.jpg\" class=\"attachment-large size-large wp-image-62385 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1024x683.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-300x200.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-768x512.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1536x1025.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-18x12.jpg 18w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En la imagen: Cultivo de ma\u00edz monitorizado con un dispositivo IoT en el campo.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a98bf64 elementor-widget elementor-widget-spacer\" data-id=\"a98bf64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-078a21f elementor-widget elementor-widget-text-editor\" data-id=\"078a21f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Para ilustrar el impacto de un campo no irrigado frente a un campo irrigado bien gestionado, se ha calculado un <strong>caso pr\u00e1ctico del ma\u00edz<\/strong> se llev\u00f3 a cabo. En este caso, ten\u00edamos una estaci\u00f3n meteorol\u00f3gica en el campo, que captaba las cantidades regadas, las precipitaciones y los datos de temperatura, y otra justo al lado del campo, que no captaba los eventos de riego. En este caso, el total de precipitaciones es de 19 pulgadas, mientras que el total de precipitaciones y riego en el campo es de 27 pulgadas.<\/p><p><strong>Coste-beneficio del riego oportuno y preciso en la producci\u00f3n de ma\u00edz:<\/strong> La diferencia global (de secano a secano-regad\u00edo) tuvo un impacto muy significativo en <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/yield-prediction\/\">predicci\u00f3n del rendimiento<\/a><\/span> El rendimiento pronosticado (lluvia real y pron\u00f3stico estacional) hasta la madurez fisiol\u00f3gica se estima en 276 bu\/acre, mientras que el pron\u00f3stico de la temporada normal es de 230 bu\/acre. La predicci\u00f3n de rendimiento en secano y regad\u00edo se estima en 394 bu\/acre o 118 bu\/acre m\u00e1s hasta la madurez fisiol\u00f3gica. <strong>Con $5 de ma\u00edz, eso se traduce en $590 m\u00e1s por acre.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b32b05 elementor-widget elementor-widget-image\" data-id=\"4b32b05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"611\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1024x611.png\" class=\"attachment-large size-large wp-image-62386 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1024x611.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-300x179.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-768x458.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1536x916.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction.png 1600w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/611;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En la imagen: Impacto del campo de secano frente al de secano + regad\u00edo en la predicci\u00f3n del rendimiento<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17ff5b9 elementor-widget elementor-widget-image\" data-id=\"17ff5b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"497\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-1024x497.png\" class=\"attachment-large size-large wp-image-62387 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-1024x497.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-300x146.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-768x373.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-18x9.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works.png 1443w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/497;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En la imagen: C\u00f3mo funciona la predicci\u00f3n de rendimientos de Pessl Instruments<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-281e911 elementor-widget elementor-widget-image\" data-id=\"281e911\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"565\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1024x565.png\" class=\"attachment-large size-large wp-image-62388 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1024x565.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-300x165.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-768x424.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1536x847.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-18x10.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field.png 1599w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/565;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En la imagen: Configuraci\u00f3n de la predicci\u00f3n de rendimiento para una zona o campo<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac7361d elementor-widget elementor-widget-image\" data-id=\"ac7361d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"611\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1024x611.png\" class=\"attachment-large size-large wp-image-62389 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1024x611.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-300x179.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-768x458.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1536x917.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results.png 1567w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/611;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En la imagen: Resultados de la predicci\u00f3n del rendimiento del ma\u00edz<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eed08d8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"eed08d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b971cb3 elementor-widget elementor-widget-spacer\" data-id=\"b971cb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33aec1b elementor-widget elementor-widget-text-editor\" data-id=\"33aec1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>RESUMEN Y CONCLUSI\u00d3N<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb696f6 elementor-widget elementor-widget-text-editor\" data-id=\"fb696f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La informaci\u00f3n que se ofrece en este <em><strong>El tiempo en la granja<\/strong><\/em> resaltar el <strong>papel fundamental de los dispositivos IoT en el campo para hacer frente a los retos relacionados con la meteorolog\u00eda en la agricultura moderna.<\/strong><\/p><p>La variabilidad meteorol\u00f3gica, ya sea en las precipitaciones, la temperatura, la humedad relativa o la velocidad del viento, afecta directamente al desarrollo de los cultivos, al potencial de rendimiento y a la eficacia de las operaciones agr\u00edcolas. Sin datos espec\u00edficos del lugar, los agricultores se enfrentan a riesgos importantes, que van desde la reducci\u00f3n de los rendimientos hasta la ineficacia de la pulverizaci\u00f3n y el riego.<\/p><ul><li>En <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/stations-dataloggers\/\">Dispositivo IoT interno<\/a><\/span> puede utilizarse para medir muchos aspectos cr\u00edticos de la producci\u00f3n relacionados con las condiciones meteorol\u00f3gicas, por ejemplo, el exceso de precipitaciones para el trabajo de campo, la decisi\u00f3n de fumigaci\u00f3n, el riesgo de enfermedades, el desarrollo de insectos o las estimaciones de rendimiento.<\/li><li>Se puede utilizar una estaci\u00f3n meteorol\u00f3gica local o cercana para generar datos espec\u00edficos del lugar, actualizados cada hora y estacionales. <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/weather-forecast\/\">previsiones meteorol\u00f3gicas<\/a><\/span> y soluciones de planificaci\u00f3n del trabajo, algo fundamental para la gesti\u00f3n sobre el terreno.<\/li><li>El seguimiento de las condiciones de pulverizaci\u00f3n actuales y previstas espec\u00edficas del campo puede suponer el mismo tiempo, dinero y problemas de reclamaciones.<\/li><li>Sobre el terreno <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/disease-models\/\">presi\u00f3n\/riesgo de enfermedad<\/a><\/span> puede gestionarse de forma econ\u00f3mica y sostenible.<\/li><li>Con una estaci\u00f3n meteorol\u00f3gica sobre el terreno, o cerca de \u00e9l, y una previsi\u00f3n espec\u00edfica del lugar, un <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/yield-prediction\/\">predicci\u00f3n del rendimiento<\/a><\/span> hasta la fecha y la madurez fisiol\u00f3gica pueden generarse para el a\u00f1o en curso y a largo plazo normal.<\/li><li>Teniendo en cuenta las p\u00e9rdidas econ\u00f3micas derivadas de decisiones inadecuadas de gesti\u00f3n del campo por cuestiones meteorol\u00f3gicas espec\u00edficas del lugar (de 10 a 30%), el coste de un dispositivo IoT de campo es una peque\u00f1a fracci\u00f3n para cualquiera de estas cuestiones.<\/li><\/ul><p>En conclusi\u00f3n, <strong>La adopci\u00f3n de dispositivos IoT en el campo ya no es una opci\u00f3n, sino una necesidad para una gesti\u00f3n eficiente y sostenible del campo.<\/strong> El potencial para reducir las p\u00e9rdidas econ\u00f3micas, mejorar la eficacia operativa y obtener mejores rendimientos compensa con creces la inversi\u00f3n inicial. Como <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/es\/farm-weather-talk-005-climate-change-variability\/\">variabilidad clim\u00e1tica<\/a><\/span> sigue aumentando, estas herramientas ser\u00e1n a\u00fan m\u00e1s esenciales para mitigar los riesgos y garantizar la resistencia de las pr\u00e1cticas agr\u00edcolas modernas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4653876 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4653876\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d3bf71f\" data-id=\"d3bf71f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbb71e1 elementor-widget elementor-widget-heading\" data-id=\"bbb71e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>\u00bfTe ha gustado?<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffaed24 elementor-widget elementor-widget-text-editor\" data-id=\"ffaed24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Para obtener todos <strong>cinco partes<\/strong> de esta serie en una gu\u00eda completa, introduzca su correo electr\u00f3nico y reciba el <strong>libro electr\u00f3nico completo<\/strong>!<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a581a81 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a581a81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1080\" height=\"996\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup.png\" class=\"attachment-full size-full wp-image-62424 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup.png 1080w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-300x277.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-1024x944.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-768x708.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-13x12.png 13w\" data-sizes=\"(max-width: 1080px) 100vw, 1080px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1080px; --smush-placeholder-aspect-ratio: 1080\/996;\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-283bb52\" data-id=\"283bb52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ebbcdf0 eael-contact-form-7-button-align-left eael-contact-form-7-button-custom elementor-widget elementor-widget-eael-contact-form-7\" data-id=\"ebbcdf0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-contact-form-7.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"eael-contact-form-7-wrapper\">\n                <div class=\"eael-contact-form eael-contact-form-7 eael-contact-form-ebbcdf0 eael-contact-form-align-default\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f62380-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"62380\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/es\/wp-json\/wp\/v2\/posts\/62381#wpcf7-f62380-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Formulario de contacto\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/es\/wp-json\/wp\/v2\/posts\/62381#wpcf7-f62380-o1\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"62380\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f62380-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nombre (obligatorio)\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Correo electr\u00f3nico (obligatorio)\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"text-180\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"Pa\u00eds (obligatorio)\" value=\"\" type=\"text\" name=\"text-180\" \/><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"AllowGDPR\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required\"><span class=\"wpcf7-list-item first last\"><input type=\"checkbox\" name=\"AllowGDPR[]\" value=\"By submitting your email you agree that Pessl Instruments may send you promotional e-mail messages with updates, news, latest blog posts, event invitations and other similar messages. 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