{"id":57602,"date":"2023-11-22T10:34:33","date_gmt":"2023-11-22T10:34:33","guid":{"rendered":"https:\/\/metos.global\/?p=57602"},"modified":"2023-11-23T20:30:03","modified_gmt":"2023-11-23T20:30:03","slug":"smart-farming-in-action","status":"publish","type":"post","link":"https:\/\/metos.global\/es\/smart-farming-in-action\/","title":{"rendered":"Agricultura inteligente en acci\u00f3n: Validaci\u00f3n de la predicci\u00f3n del rendimiento del trigo METOS\u00ae en Olds, Canad\u00e1"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"57602\" class=\"elementor elementor-57602\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e54c538 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e54c538\" 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-1042dd7\" data-id=\"1042dd7\" 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-3255a38 elementor-widget elementor-widget-heading\" data-id=\"3255a38\" 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\">Mejora de la gesti\u00f3n agr\u00edcola: Una inmersi\u00f3n profunda en METOS\u00ae Yield Prediction con Wolfgang Fuchs.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5380d0 elementor-widget elementor-widget-text-editor\" data-id=\"a5380d0\" 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><b>Agricultura inteligente en acci\u00f3n - Validaci\u00f3n de METOS<\/b><b><span style=\"font-weight: 400;\">\u00ae <\/span><\/b><b>Predicci\u00f3n del rendimiento del trigo en Olds, Canad\u00e1<\/b><\/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-a53ed66 elementor-widget elementor-widget-text-editor\" data-id=\"a53ed66\" 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>Cada temporada, los agricultores se enfrentan al reto crucial de maximizar el rendimiento y minimizar los residuos. Con <span style=\"text-decoration: underline;\"><a href=\"https:\/\/shop.metos.at\/collections\/agriculture-crops\/products\/yield-prediction-subscription\"><b> METOS<sup>\u00ae<\/sup> Predicci\u00f3n del rendimiento<\/b><\/a><\/span>Ahora pueden hacer frente a este reto. Esta herramienta permite a los productores planificar estrat\u00e9gicamente la fertilizaci\u00f3n, el riego y la protecci\u00f3n de las plantas con una precisi\u00f3n sin precedentes. No se trata s\u00f3lo de reducir costes, sino de aprovechar los datos inteligentes para una agricultura m\u00e1s inteligente. Al optimizar el uso de los recursos, los agricultores no s\u00f3lo mejoran su cuenta de resultados, sino que fomentan activamente un ecosistema m\u00e1s sano y un clima m\u00e1s sostenible.<\/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-b2c01e3 elementor-widget elementor-widget-text-editor\" data-id=\"b2c01e3\" 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>En <b>METOS <\/b><span style=\"text-decoration: underline;\"><a href=\"\/es\/yield-prediction\/\"><b>Predicci\u00f3n del rendimiento<\/b><\/a><\/span><b> Soluci\u00f3n<\/b> proporciona a los agricultores datos inmediatos y precisos sobre el potencial de rendimiento de los cultivos, reflejando directamente la disponibilidad de agua. Mejorado por un <a href=\"http:\/\/stations-dataloggers\/\" data-wplink-url-error=\"true\"><span style=\"text-decoration: underline;\">METOS<sup>\u00ae<\/sup><\/span> estaci\u00f3n meteorol\u00f3gica<\/a>Ello garantiza que las predicciones no s\u00f3lo sean r\u00e1pidas, sino tambi\u00e9n excepcionalmente precisas.<\/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-9170576 elementor-widget elementor-widget-text-editor\" data-id=\"9170576\" 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>Ver el METOS<sup>\u00ae<\/sup> en acci\u00f3n, mostrando un riguroso experimento de campo en Alberta (Canad\u00e1) que pone de relieve la precisi\u00f3n de nuestras predicciones sobre el rendimiento del trigo.<\/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-30b3240 elementor-widget elementor-widget-image\" data-id=\"30b3240\" 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\/2023\/11\/smart-farming-in-action-cover-photo-1024x449.png\" class=\"attachment-large size-large wp-image-57627\" alt=\"smart-farming-in-action-cover-photo\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-cover-photo.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-80b3947 elementor-widget elementor-widget-spacer\" data-id=\"80b3947\" 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-83895e3 elementor-widget elementor-widget-text-editor\" data-id=\"83895e3\" 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>Validaci\u00f3n de METOS<sup>\u00ae<\/sup> Predicci\u00f3n del rendimiento: El experimento de campo del Olds College<\/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-58c0aeb elementor-widget elementor-widget-text-editor\" data-id=\"58c0aeb\" 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\tEn 2022, el Centro de Innovaci\u00f3n del Olds College (OCCI) prob\u00f3 rigurosamente el METOS<sup>\u00ae<\/sup> Predicci\u00f3n del Rendimiento mediante un experimento de campo detallado en Alberta (Canad\u00e1). Este estudio se dise\u00f1\u00f3 para evaluar cr\u00edticamente la precisi\u00f3n de la herramienta en la predicci\u00f3n del rendimiento del trigo (Fig. 1).\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-0253331 elementor-widget elementor-widget-image\" data-id=\"0253331\" 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\t<a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Olds_Yield Prediction_1\" data-elementor-lightbox-description=\"Olds_Yield Prediction_1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTc2MDcsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzExXC9PbGRzX1lpZWxkLVByZWRpY3Rpb25fMS5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"557\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-1024x557.png\" class=\"attachment-large size-large wp-image-57607 lazyload\" alt=\"Olds_Yield Prediction_1\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-1024x557.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-300x163.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-768x418.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-1536x835.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1-18x10.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-Prediction_1.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\/557;\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig 1: Vista detallada de FarmView, FieldClimate, en la que se destaca la zona de cultivo designada para el ensayo de predicci\u00f3n del rendimiento METOS\u00ae. La zona delineada en rojo muestra los l\u00edmites dentro de los cuales se analiz\u00f3 el rendimiento del trigo, situados al oeste de Olds en Alberta (Canad\u00e1), lo que permiti\u00f3 un seguimiento y una recopilaci\u00f3n de datos precisos para el estudio.<\/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-5a0a619 elementor-widget elementor-widget-spacer\" data-id=\"5a0a619\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a26464a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a26464a\" 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-50 elementor-inner-column elementor-element elementor-element-a0a1542\" data-id=\"a0a1542\" 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-35d1ea4 elementor-widget elementor-widget-text-editor\" data-id=\"35d1ea4\" 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 siembra, la fertilizaci\u00f3n y la gesti\u00f3n fitosanitaria se llevaron a cabo siguiendo las pr\u00e1cticas agr\u00edcolas habituales en la regi\u00f3n. Adem\u00e1s, se utilizaron herramientas integradas de <span style=\"text-decoration: underline;\"><a href=\"\/es\/weather-forecast-and-work-planning-tools\/\">planificaci\u00f3n del trabajo<\/a><\/span> y <span style=\"text-decoration: underline;\"><a href=\"\/es\/site-specific-forecast-and-weather-maps\/\">aproveche los datos meteorol\u00f3gicos de su estaci\u00f3n<\/a><\/span> ofrecer un mayor apoyo a la toma de decisiones.<\/p><p>Las zonas de productividad identificadas, cartografiadas utilizando datos hist\u00f3ricos de cosecha, guiaron la colocaci\u00f3n de <span style=\"text-decoration: underline;\"><a href=\"\/es\/stations-dataloggers\/\">estaciones meteorol\u00f3gicas sobre el terreno<\/a><\/span> en tres zonas distintas (Fig. 2). A lo largo del periodo vegetativo de 2022 se recopilaron datos exhaustivos sobre las caracter\u00edsticas del suelo y las plantas, las condiciones clim\u00e1ticas y los factores determinantes del rendimiento de los cultivos.<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-aba09c5\" data-id=\"aba09c5\" 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-1f25cd6 elementor-widget elementor-widget-image\" data-id=\"1f25cd6\" 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\t<a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Map-of-productivity-zones.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Olds_Map of productivity zones\" data-elementor-lightbox-description=\"Olds_Map of productivity zones\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTc2MDgsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzExXC9PbGRzX01hcC1vZi1wcm9kdWN0aXZpdHktem9uZXMucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"420\" height=\"689\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Map-of-productivity-zones.png\" class=\"attachment-full size-full wp-image-57608 lazyload\" alt=\"Olds_Mapa de las zonas de productividad\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Map-of-productivity-zones.png 420w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Map-of-productivity-zones-183x300.png 183w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Map-of-productivity-zones-7x12.png 7w\" data-sizes=\"(max-width: 420px) 100vw, 420px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 420px; --smush-placeholder-aspect-ratio: 420\/689;\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 2: Mapa de las zonas de productividad (rojo para menor rendimiento, verde para mayor rendimiento) con tres puntos negros que indican los lugares donde se instalaron estaciones meteorol\u00f3gicas y se tomaron muestras para fundamentar las predicciones de 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb6ed01 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"cb6ed01\" 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-d32ef1a elementor-widget elementor-widget-text-editor\" data-id=\"d32ef1a\" 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>Optimizaci\u00f3n de la predicci\u00f3n del rendimiento: Ajustes clave<\/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-6af23c5 elementor-widget elementor-widget-text-editor\" data-id=\"6af23c5\" 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>Configuraci\u00f3n del <span style=\"text-decoration: underline;\"><a href=\"\/es\/prepare-for-spring-success-with-yield-prediction\/\">Predicci\u00f3n del rendimiento<\/a><\/span> es sencillo y s\u00f3lo requiere unos pocos ajustes iniciales para empezar a utilizarlo. Para obtener los resultados m\u00e1s precisos, se tienen en cuenta condiciones espec\u00edficas como la textura del suelo y los niveles de humedad. Profundizamos en la optimizaci\u00f3n de estos ajustes para una previsi\u00f3n \u00f3ptima del rendimiento en nuestro <span style=\"text-decoration: underline;\"><a href=\"\/es\/farm-weather-talk-007-whats-my-in-season-yield-potential\/\">Charla sobre el tiempo en la granja (#007)<\/a><\/span>.<\/p><p>Nuestra simulaci\u00f3n del rendimiento del trigo en el campo de ensayo de Olds se adapt\u00f3 para reflejar las condiciones locales (Fig. 3). Introdujimos la fecha de siembra real para alinearla con el ciclo de vida del cultivo, fijamos la humedad del suelo en un nivel t\u00edpico para el perfil del suelo de la regi\u00f3n y elegimos una textura franco-arcillosa basada en los an\u00e1lisis del suelo. La fecha de madurez y el rendimiento se ajustaron a las medias regionales para garantizar una predicci\u00f3n realista.<\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Fecha de siembra: 5 de mayo de 2022<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Humedad inicial del suelo: normal (60%)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Textura del suelo: franco arcilloso<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ajuste de la fecha de vencimiento: se ha desplazado el control deslizante para que coincida con la fecha observada (31 de agosto de 2022).<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ajuste del rendimiento: se ha movido el control deslizante para que se aproxime a la media regional de 77,5 bu\/ac (2016-2021).<\/span><\/li><\/ul>\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-c9e8cc0 elementor-widget elementor-widget-image\" data-id=\"c9e8cc0\" 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\t<a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Olds_Configuration interface\" data-elementor-lightbox-description=\"Olds_Configuration interface\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTc2MDksInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzExXC9PbGRzX0NvbmZpZ3VyYXRpb24taW50ZXJmYWNlLnBuZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"562\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-1024x562.png\" class=\"attachment-large size-large wp-image-57609 lazyload\" alt=\"Interfaz Olds_Configuration\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-1024x562.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-300x165.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-768x421.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-1536x843.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface-18x10.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Configuration-interface.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\/562;\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 3: Interfaz de configuraci\u00f3n de METOS\u00ae Yield Prediction para trigo, que ilustra los ajustes personalizados aplicados en el ensayo de campo Olds 2022, incluidas la fecha de siembra y las condiciones del suelo.<\/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-2ee00e6 elementor-widget elementor-widget-spacer\" data-id=\"2ee00e6\" 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-e4e22c6 elementor-widget elementor-widget-text-editor\" data-id=\"e4e22c6\" 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 el ensayo de rendimiento del trigo en Olds, introdujimos el <b>fecha de siembra<\/b> del 5 de mayo y <b>fecha de cosecha<\/b> del 9 de septiembre en la herramienta de predicci\u00f3n de rendimientos. Aunque la fecha de cosecha prevista suele ser una consideraci\u00f3n secundaria, sirve de respaldo en casos excepcionales. Es fundamental que se reproduzcan con exactitud las condiciones del campo, como la correcta <b>tipo de cultivo<\/b> y la fecha de siembra, es vital para realizar predicciones fiables del rendimiento.<\/p><p>A <b>ajuste fino<\/b> el <b>vencimiento<\/b> Para el ajuste de la fecha en nuestra herramienta de predicci\u00f3n de rendimientos, hemos utilizado la fecha real observada, que fue el 31 de agosto de 2022. Esta fecha, aunque algo m\u00e1s tard\u00eda de lo habitual, se considera razonable para la zona. Para la media <b>rendimiento<\/b> Para el ajuste fino, incorporamos datos publicados en l\u00ednea de la Agriculture Financial Service Corporation (AFSC) de Alberta, que mostraban un rendimiento medio del trigo de 77,5 bu\/ac de 2016 a 2021.<\/p><p>Expertos agr\u00edcolas locales, utilizando tanto datos hist\u00f3ricos del AFSC como <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.oldscollege.ca\/smart-farm-research\/articles\/smart-ag\/exploring-understanding-more-on-grain-yield-forecasting.html\">investigaci\u00f3n del Olds College<\/a><\/span>estableci\u00f3 95 bu\/ac como l\u00edmite m\u00e1ximo para las predicciones de rendimiento medio. Este l\u00edmite superior s\u00f3lo se aplica si la previsi\u00f3n del modelo supera esta cifra, situaci\u00f3n que no se dio en la campa\u00f1a de 2022. Para <b>humedad inicial del suelo<\/b>-factor crucial para una previsi\u00f3n precisa del rendimiento- nos basamos en los datos oficiales de la Actualizaci\u00f3n de la Situaci\u00f3n de la Humedad Agr\u00edcola del Gobierno de Alberta, fij\u00e1ndola en un nivel \"normal\", aproximadamente 60%. Este porcentaje representa el contenido real de agua disponible para un perfil de suelo de un metro. Adem\u00e1s, <b>textura del suelo<\/b>determinado mediante an\u00e1lisis de muestras, se identific\u00f3 como franco arcilloso.<\/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-c9198fb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c9198fb\" 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-a8d6fd3 elementor-widget elementor-widget-text-editor\" data-id=\"a8d6fd3\" 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>Resultados: Mapa de rendimiento y NDVI por sat\u00e9lite<\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-981e265 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"981e265\" 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-50 elementor-inner-column elementor-element elementor-element-16d2b71\" data-id=\"16d2b71\" 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-7582d0b elementor-widget elementor-widget-text-editor\" data-id=\"7582d0b\" 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\tEl mapa de rendimiento de la cosecha con cosechadora (Fig. 4) muestra una gran variaci\u00f3n dentro del campo de ensayo.\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-inner-column elementor-element elementor-element-11be5c3\" data-id=\"11be5c3\" 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-ecfaaa5 elementor-widget elementor-widget-image\" data-id=\"ecfaaa5\" 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\t<a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Olds_Yield map\" data-elementor-lightbox-description=\"Olds_Yield map\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTc2MTAsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzExXC9PbGRzX1lpZWxkLW1hcC5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"774\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map-1024x774.png\" class=\"attachment-large size-large wp-image-57610 lazyload\" alt=\"Mapa de Olds_Yield\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map-1024x774.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map-300x227.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map-768x580.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map-16x12.png 16w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_Yield-map.png 1378w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/774;\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 4: Este mapa detallado del rendimiento, obtenido a partir de los datos de cosecha de la cosechadora, ilustra v\u00edvidamente la variabilidad espacial del rendimiento del trigo en el campo de ensayo Olds en 2022. La gama de colores representa los diferentes niveles de rendimiento, proporcionando una representaci\u00f3n visual de la productividad del 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\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-inner-section elementor-element elementor-element-61c1cc5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"61c1cc5\" 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-50 elementor-inner-column elementor-element elementor-element-bdd5318\" data-id=\"bdd5318\" 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-59c7430 elementor-widget elementor-widget-text-editor\" data-id=\"59c7430\" 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>El METOS<sup>\u00ae<\/sup> <span style=\"text-decoration: underline;\"><a href=\"\/es\/satellite-imagery\/\">im\u00e1genes por sat\u00e9lite<\/a><\/span> (Fig 5) revela que el NDVI (<span style=\"text-decoration: underline;\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Normalized_difference_vegetation_index\">\u00cdndice de vegetaci\u00f3n de diferencia normalizada<\/a><\/span>) en todo el campo, con lecturas m\u00e1s bajas alineadas con las secciones sur\/sureste y noreste menos productivas, como se muestra en el mapa de rendimiento (Fig 4). Esta correlaci\u00f3n subraya la utilidad del NDVI por sat\u00e9lite como indicador de la salud de los cultivos y del rendimiento potencial, demostrando su valor en la agricultura de precisi\u00f3n.<\/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-93324b8 elementor-widget elementor-widget-text-editor\" data-id=\"93324b8\" 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>Equipados con una estaci\u00f3n meteorol\u00f3gica in situ, captamos <span style=\"text-decoration: underline;\"><a href=\"\/es\/harvest-weather\/\">precipitaciones precisas<\/a><\/span> mediciones a lo largo de la estaci\u00f3n. Durante el experimento, las precipitaciones totales alcanzaron los 341 mm, superando en 10% la media a largo plazo de Olds, que se sit\u00faa en 309 mm. Esta desviaci\u00f3n es un factor cr\u00edtico para evaluar la adaptabilidad de Yield Prediction a condiciones meteorol\u00f3gicas variables.<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3b4e51b\" data-id=\"3b4e51b\" 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-872997c elementor-widget elementor-widget-image\" data-id=\"872997c\" 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\t<a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_NDVI-satellite-analysis.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Olds_NDVI satellite analysis\" data-elementor-lightbox-description=\"Olds_NDVI satellite analysis\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTc2MTEsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjNcLzExXC9PbGRzX05EVkktc2F0ZWxsaXRlLWFuYWx5c2lzLnBuZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"728\" height=\"609\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_NDVI-satellite-analysis.png\" class=\"attachment-large size-large wp-image-57611 lazyload\" alt=\"An\u00e1lisis por sat\u00e9lite Olds_NDVI\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_NDVI-satellite-analysis.png 728w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_NDVI-satellite-analysis-300x251.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/Olds_NDVI-satellite-analysis-14x12.png 14w\" data-sizes=\"(max-width: 728px) 100vw, 728px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 728px; --smush-placeholder-aspect-ratio: 728\/609;\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig 5: Superposici\u00f3n del an\u00e1lisis por sat\u00e9lite NDVI en el campo de ensayo de Olds, que capta la salud y densidad de la vegetaci\u00f3n el 20 de julio de 2022.<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-55c204b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"55c204b\" 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-535e0e7 elementor-widget elementor-widget-spacer\" data-id=\"535e0e7\" 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-c60b0cb elementor-widget elementor-widget-text-editor\" data-id=\"c60b0cb\" 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>Evaluaci\u00f3n de la precisi\u00f3n de METOS<sup>\u00ae<\/sup> Predicci\u00f3n del rendimiento<\/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-7e5817f elementor-widget elementor-widget-text-editor\" data-id=\"7e5817f\" 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 precisi\u00f3n de la predicci\u00f3n del rendimiento de los cultivos est\u00e1 estrechamente relacionada con <b>tiempo<\/b> predominantemente las precipitaciones. Dadas las incertidumbres inherentes a las previsiones meteorol\u00f3gicas estacionales, la fiabilidad de la predicci\u00f3n del rendimiento puede fluctuar, sobre todo al principio de la temporada, cuando se basa m\u00e1s en los datos de precipitaciones previstos que en las mediciones directas de las estaciones meteorol\u00f3gicas.<\/p><p>METOS<sup>\u00ae<\/sup> Yield Prediction supera de forma inteligente estos retos meteorol\u00f3gicos. Hemos colaborado con <b>Meteoblue<\/b>un top <span style=\"text-decoration: underline;\"><a href=\"\/es\/site-specific-forecast-and-weather-maps\/\">previsi\u00f3n meteorol\u00f3gica<\/a><\/span> para garantizar que nuestras predicciones se basan en los mejores datos disponibles. Tambi\u00e9n recomendamos a los cultivadores que instalen nuestro <span style=\"text-decoration: underline;\"><a href=\"\/es\/stations-dataloggers\/\">estaciones meteorol\u00f3gicas f\u00edsicas<\/a><\/span> justo en sus campos. De este modo, obtienen las lecturas meteorol\u00f3gicas m\u00e1s precisas posibles, algo que una estaci\u00f3n virtual no puede igualar.<\/p><p>A medida que avanza la temporada, nuestra Predicci\u00f3n de Rendimiento integra de forma inteligente datos meteorol\u00f3gicos reales recogidos sobre el terreno, reduciendo gradualmente la dependencia de las previsiones meteorol\u00f3gicas. Esta combinaci\u00f3n inteligente de previsiones y datos en tiempo real garantiza que la precisi\u00f3n de nuestras predicciones mejore con el paso de los d\u00edas, aprovechando los puntos fuertes tanto de las previsiones meteorol\u00f3gicas como de las mediciones localizadas.<\/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-d84edee elementor-widget elementor-widget-text-editor\" data-id=\"d84edee\" 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><strong>\u00bfDesea m\u00e1s informaci\u00f3n?<\/strong><\/p><p>Lea c\u00f3mo METOS<sup>\u00ae<\/sup> La predicci\u00f3n del rendimiento en comparaci\u00f3n con el rendimiento real observado, su fiabilidad y las implicaciones m\u00e1s amplias de la adopci\u00f3n de METOS.<sup>\u00ae<\/sup> soluciones, en nuestro nuevo folleto. Env\u00edenos sus datos de contacto para recibir nuestro folleto comercial lo antes posible.<\/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-c317d8a elementor-section-content-top elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c317d8a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-50 elementor-top-column elementor-element elementor-element-47519a1\" data-id=\"47519a1\" 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-1eebf53 elementor-widget elementor-widget-heading\" data-id=\"1eebf53\" 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\">M\u00e1s informaci\u00f3n.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c9cc22 elementor-widget elementor-widget-text-editor\" data-id=\"4c9cc22\" 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>Descargar el<em><strong> Agricultura inteligente en acci\u00f3n\u00a0<\/strong><\/em>folleto.<\/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-a96a7ff elementor-widget elementor-widget-image\" data-id=\"a96a7ff\" 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\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/elementor\/thumbs\/smart-farming-in-action-mockup-qfqcqu8tnt9oq038omdffu0joxcrulh9aze4gsw420.png\" title=\"smart-farming-in-action-mockup\" alt=\"smart-farming-in-action-mockup\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/500;\" \/>\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-3ed5a3b\" data-id=\"3ed5a3b\" 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-d9c9ca9 eael-contact-form-7-button-align-left eael-contact-form-7-button-custom elementor-widget elementor-widget-eael-contact-form-7\" data-id=\"d9c9ca9\" 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-d9c9ca9 eael-contact-form-align-default\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f57625-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"57625\">\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\/57602#wpcf7-f57625-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\/57602#wpcf7-f57625-o1\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"57625\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.7\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f57625-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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Puede darse de baja en cualquier momento.<\/span><\/span><\/span><\/span>\n<\/p>\n\n<p>&nbsp;<br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Descargar\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"es\"\/><\/form>\n<\/div>\n<\/div>\n            <\/div>\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-c2f0bf4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2f0bf4\" 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-a470741\" data-id=\"a470741\" 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-1659eae elementor-widget elementor-widget-spacer\" data-id=\"1659eae\" 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-0c2e317 elementor-widget elementor-widget-button\" data-id=\"0c2e317\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"\/es\/blog-news\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-left\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">VOLVER A TODAS LAS ENTRADAS DEL BLOG<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-d2669d9 elementor-widget elementor-widget-spacer\" data-id=\"d2669d9\" 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Enhanced Agricultural Management: A Deep Dive into METOS\u00ae Yield Prediction with Wolfgang Fuchs. Smart Farming in Action &#8211; Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada Every season, farmers face the critical challenge of maximizing yield while minimizing waste. With METOS\u00ae Yield Prediction, they can now tackle this challenge head-on. 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