{"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\/de\/smart-farming-in-action\/","title":{"rendered":"Smart Farming in Aktion: Validierung der METOS\u00ae-Weizenertragsvorhersage in Olds, Kanada"},"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\">Verbessertes Agrarmanagement: Ein tiefer Einblick in die METOS\u00ae-Ertragsvorhersage mit 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>Intelligente Landwirtschaft in Aktion - Validierung von METOS<\/b><b><span style=\"font-weight: 400;\">\u00ae <\/span><\/b><b>Vorhersage des Weizenertrags in Olds, Kanada<\/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>Jede Saison stehen die Landwirte vor der Herausforderung, ihre Ertr\u00e4ge zu maximieren und gleichzeitig die Verschwendung zu minimieren. Mit <span style=\"text-decoration: underline;\"><a href=\"https:\/\/shop.metos.at\/collections\/agriculture-crops\/products\/yield-prediction-subscription\"><b> METOS<sup>\u00ae<\/sup> Ertragsvorhersage<\/b><\/a><\/span>k\u00f6nnen sie diese Herausforderung jetzt direkt in Angriff nehmen. Dieses Tool erm\u00f6glicht es den Erzeugern, D\u00fcngung, Bew\u00e4sserung und Pflanzenschutz mit beispielloser Pr\u00e4zision strategisch zu planen. Es geht nicht nur darum, Kosten zu senken - es geht darum, intelligente Daten f\u00fcr eine intelligentere Landwirtschaft zu nutzen. Durch die Optimierung der Ressourcennutzung steigern Landwirte nicht nur ihren Gewinn, sondern tragen aktiv zu einem ges\u00fcnderen \u00d6kosystem und einem nachhaltigeren Klima bei.<\/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>Die <b>METOS\u00ae. <\/b><span style=\"text-decoration: underline;\"><a href=\"\/de\/yield-prediction\/\"><b>Ertragsvorhersage<\/b><\/a><\/span><b> L\u00f6sung<\/b> versorgt die Landwirte mit sofortigen und pr\u00e4zisen Daten zum Ertragspotenzial der Pflanzen, die direkt die Wasserverf\u00fcgbarkeit widerspiegeln. Verbessert durch eine In-Field <a href=\"http:\/\/stations-dataloggers\/\" data-wplink-url-error=\"true\"><span style=\"text-decoration: underline;\">METOS<sup>\u00ae<\/sup><\/span> Wetterstation<\/a>Sie gew\u00e4hrleistet, dass die Vorhersagen nicht nur schnell, sondern auch au\u00dferordentlich genau sind.<\/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>Siehe das METOS<sup>\u00ae<\/sup> Unterschied in der Praxis und zeigt ein strenges Feldexperiment in Alberta, Kanada, das die Pr\u00e4zision unserer Weizenertragsprognosen unterstreicht.<\/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>Validierung METOS<sup>\u00ae<\/sup> Vorhersage der Ernteertr\u00e4ge: Das Olds College Feldversuch<\/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\tIm Jahr 2022 hat das Olds College Centre for Innovation (OCCI) das METOS<sup>\u00ae<\/sup> Ertragsvorhersagemodells durch einen detaillierten Feldversuch in Alberta, Kanada. Ziel dieser Studie war es, die Genauigkeit des Modells bei der Vorhersage von Weizenertr\u00e4gen kritisch zu bewerten (Abb. 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_Ertragsvorhersage_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\">Abb. 1: Detailansicht von FarmView, FieldClimate, mit Hervorhebung der f\u00fcr den METOS\u00ae-Ertragsvorhersageversuch vorgesehenen Anbauzone. Der rot umrandete Bereich zeigt die Grenzen, innerhalb derer die Weizenertr\u00e4ge analysiert wurden. Er liegt westlich von Olds in Alberta, Kanada, und erm\u00f6glichte eine pr\u00e4zise \u00dcberwachung und Datenerfassung f\u00fcr die Studie.<\/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>Aussaat, D\u00fcngung und Pflanzenschutz wurden nach den in der Region \u00fcblichen landwirtschaftlichen Verfahren durchgef\u00fchrt. Zus\u00e4tzlich wurden integrierte Werkzeuge f\u00fcr <span style=\"text-decoration: underline;\"><a href=\"\/de\/weather-forecast-and-work-planning-tools\/\">Arbeitsplanung<\/a><\/span> und <span style=\"text-decoration: underline;\"><a href=\"\/de\/site-specific-forecast-and-weather-maps\/\">Nutzung der Wetterdaten Ihrer Station<\/a><\/span> eine weitere Entscheidungshilfe bieten.<\/p><p>Identifizierte Produktivit\u00e4tszonen, die anhand historischer Erntedaten kartiert wurden, leiteten die Platzierung von <span style=\"text-decoration: underline;\"><a href=\"\/de\/stations-dataloggers\/\">Wetterstationen im Feld<\/a><\/span> in drei verschiedenen Gebieten (Abb. 2). W\u00e4hrend der gesamten Vegetationsperiode 2022 wurden umfassende Daten zu Boden- und Pflanzenmerkmalen, klimatischen Bedingungen und ertragsbestimmenden Faktoren gesammelt.<\/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_Karte der Produktivit\u00e4tszonen\" 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\">Abb. 2: Karte der Produktivit\u00e4tszonen (rot f\u00fcr geringere Ertr\u00e4ge, gr\u00fcn f\u00fcr h\u00f6here Ertr\u00e4ge) mit drei schwarzen Punkten, die anzeigen, wo Wetterstationen installiert und Proben f\u00fcr die Ertragsprognosen genommen wurden.<\/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>Optimierung der Ertragsvorhersage: Wichtige Einstellungen<\/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>Konfigurieren der <span style=\"text-decoration: underline;\"><a href=\"\/de\/prepare-for-spring-success-with-yield-prediction\/\">Ertragsvorhersage<\/a><\/span> ist einfach zu bedienen und erfordert nur einige wenige Einstellungen, um loszulegen. Um m\u00f6glichst genaue Ergebnisse zu erzielen, werden bestimmte Bedingungen wie Bodenbeschaffenheit und Feuchtigkeit ber\u00fccksichtigt. Auf die Optimierung dieser Einstellungen f\u00fcr eine optimale Ertragsprognose gehen wir in unserem <span style=\"text-decoration: underline;\"><a href=\"\/de\/farm-weather-talk-007-whats-my-in-season-yield-potential\/\">Bauernhof-Wettergespr\u00e4ch (#007)<\/a><\/span>.<\/p><p>Unsere Simulation der Weizenertr\u00e4ge auf dem Versuchsfeld in Olds wurde auf die lokalen Bedingungen zugeschnitten (Abb. 3). Wir haben das tats\u00e4chliche Aussaatdatum eingegeben, um es mit dem Lebenszyklus der Kultur in Einklang zu bringen, die Bodenfeuchtigkeit auf ein f\u00fcr das Bodenprofil der Region typisches Niveau eingestellt und auf der Grundlage von Bodenanalysen eine lehmige Textur gew\u00e4hlt. Wir haben das Reifedatum und die Ertragseinstellungen auf die regionalen Durchschnittswerte abgestimmt, um eine realistische Vorhersage zu gew\u00e4hrleisten.<\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Aussaattermin: 5. Mai 2022<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Urspr\u00fcngliche Bodenfeuchtigkeit: normal (60%)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Bodenbeschaffenheit: Ton-Lehm<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Anpassung des F\u00e4lligkeitsdatums: Verschiebung des Schiebereglers auf das beobachtete Datum (31. August 2022)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">Ertragsanpassung: Verschiebung des Schiebereglers, um dem regionalen Durchschnitt von 77,5 bu\/ac (2016-2021) nahe zu kommen<\/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=\"Schnittstelle 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\">Abb. 3: Konfigurationsoberfl\u00e4che der METOS\u00ae Ertragsvorhersage f\u00fcr Weizen, die die ma\u00dfgeschneiderten Einstellungen f\u00fcr den Feldversuch 2022 in Olds zeigt, einschlie\u00dflich Aussaatdatum und Bodenbedingungen.<\/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>F\u00fcr den Weizenertragsversuch in Olds haben wir die tats\u00e4chlichen <b>Aussaattermin<\/b> vom 5. Mai und <b>Erntedatum<\/b> des 9. Septembers in das Tool zur Ertragsvorhersage ein. Das voraussichtliche Erntedatum ist zwar im Allgemeinen zweitrangig, dient aber in seltenen F\u00e4llen als Backup. Entscheidend ist die genaue Nachbildung der Feldbedingungen, wie z. B. die korrekte <b>Pflanzentyp<\/b> und Aussaattermin, ist f\u00fcr eine zuverl\u00e4ssige Ertragsvorhersage von entscheidender Bedeutung.<\/p><p>An <b>Feinabstimmung<\/b> die <b>F\u00e4lligkeit<\/b> F\u00fcr die Einstellung des Datums in unserem Ertragsprognosetool haben wir das tats\u00e4chlich beobachtete Datum, den 31. August 2022, verwendet. Dieses Datum ist zwar etwas sp\u00e4ter als \u00fcblich, wird aber f\u00fcr das Gebiet als angemessen angesehen. F\u00fcr durchschnittliche <b>Ertrag<\/b> F\u00fcr die Feinabstimmung haben wir online ver\u00f6ffentlichte Daten der Agriculture Financial Service Corporation (AFSC) in Alberta herangezogen, die einen durchschnittlichen Weizenertrag von 77,5 bu\/ac von 2016 bis 2021 zeigen.<\/p><p>Lokale Landwirtschaftsexperten, die sowohl historische AFSC-Daten als auch <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\">Forschung am Olds College<\/a><\/span>Die Kommission hat 95 bu\/ac als Obergrenze f\u00fcr durchschnittliche Ertragsvorhersagen festgelegt. Diese Obergrenze wird nur angewandt, wenn die Modellvorhersage diesen Wert \u00fcbersteigt, was in der Saison 2022 nicht der Fall war. F\u00fcr <b>anf\u00e4ngliche Bodenfeuchtigkeit<\/b>-ein entscheidender Faktor f\u00fcr eine genaue Ertragsvorhersage- haben wir uns auf die offiziellen Daten des \"Agricultural Moisture Situation Update\" der Regierung von Alberta gest\u00fctzt und einen \"normalen\" Wert von etwa 60% festgelegt. Dieser Prozentsatz entspricht dem tats\u00e4chlich verf\u00fcgbaren Wassergehalt f\u00fcr ein ein Meter dickes Bodenprofil. Zus\u00e4tzlich, <b>Bodentextur<\/b>wurde durch die Analyse der Proben als tonhaltiger Lehm identifiziert.<\/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>Ergebnisse: Ertragskarte und Satelliten-NDVI<\/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\tDie Ertragskarte der M\u00e4hdrescherernte (Abb. 4) zeigt eine gro\u00dfe Variation innerhalb des Versuchsfeldes.\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=\"Karte 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\">Abb. 4: Diese detaillierte Ertragskarte, die anhand der Erntedaten des M\u00e4hdreschers erstellt wurde, zeigt anschaulich die r\u00e4umliche Variabilit\u00e4t der Weizenertr\u00e4ge auf dem Olds-Versuchsfeld im Jahr 2022. Die Farbpalette stellt die unterschiedlichen Ertragsniveaus dar und bietet eine visuelle Darstellung der Produktivit\u00e4t des Feldes.<\/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>Das METOS<sup>\u00ae<\/sup> <span style=\"text-decoration: underline;\"><a href=\"\/de\/satellitenbildaufnahmen\/\">Satellitenbilder<\/a><\/span> (Abb. 5) zeigt den NDVI (<span style=\"text-decoration: underline;\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Normalized_difference_vegetation_index\">Normalisierter Differenz-Vegetationsindex<\/a><\/span>) Werte \u00fcber das gesamte Feld, wobei niedrigere Werte mit den weniger produktiven s\u00fcdlichen\/s\u00fcd\u00f6stlichen und nord\u00f6stlichen Abschnitten \u00fcbereinstimmen, wie in der Ertragskarte (Abb. 4) dargestellt. Diese Korrelation unterstreicht den Nutzen des NDVI-Satelliten als Indikator f\u00fcr den Gesundheitszustand der Pflanzen und den potenziellen Ertrag und zeigt seinen Wert f\u00fcr die Pr\u00e4zisionslandwirtschaft.<\/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>Ausgestattet mit einer Wetterstation vor Ort, erfassten wir <span style=\"text-decoration: underline;\"><a href=\"\/de\/harvest-weather\/\">genaue Niederschlagsmenge<\/a><\/span> Messungen w\u00e4hrend der gesamten Saison. W\u00e4hrend des Versuchs erreichte die Gesamtniederschlagsmenge 341 mm und \u00fcbertraf damit den langj\u00e4hrigen Olds-Durchschnitt um 10%, der bei 309 mm liegt. Diese Abweichung ist ein entscheidender Faktor bei der Bewertung der Anpassungsf\u00e4higkeit der Ertragsvorhersage an variable Wetterbedingungen.<\/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=\"Olds_NDVI-Satellitenanalyse\" 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\">Abb. 5: \u00dcberlagerung der NDVI-Satellitenanalyse auf dem Olds-Versuchsfeld, die den Zustand und die Dichte der Vegetation am 20. Juli 2022 erfasst.<\/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>Bewertung der Pr\u00e4zision von METOS<sup>\u00ae<\/sup> Ertragsvorhersage<\/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>Die Genauigkeit der Ernteertragsvorhersage ist eng verkn\u00fcpft mit <b>Wetter<\/b> Muster, vor allem Regenf\u00e4lle. Angesichts der inh\u00e4renten Unsicherheiten bei saisonalen Wettervorhersagen kann die Zuverl\u00e4ssigkeit der Ertragsvorhersage schwanken, insbesondere zu Beginn der Saison, wenn sie sich st\u00e4rker auf prognostizierte Niederschlagsdaten als auf direkte Messungen von Wetterstationen st\u00fctzt.<\/p><p>METOS<sup>\u00ae<\/sup> Yield Prediction meistert diese witterungsbedingten Herausforderungen auf intelligente Weise. Wir haben uns zusammengetan mit <b>Meteoblue<\/b>, ein Spitzen <span style=\"text-decoration: underline;\"><a href=\"\/de\/site-specific-forecast-and-weather-maps\/\">Wettervorhersage<\/a><\/span> um sicherzustellen, dass unsere Vorhersagen auf den besten verf\u00fcgbaren Daten beruhen. Wir empfehlen den Landwirten au\u00dferdem, unsere <span style=\"text-decoration: underline;\"><a href=\"\/de\/stations-dataloggers\/\">physikalische Wetterstationen<\/a><\/span> direkt auf ihren Feldern. Auf diese Weise erhalten sie die genauesten Wetterdaten, die eine virtuelle Station nicht liefern kann.<\/p><p>Im Laufe der Saison integriert unsere Ertragsvorhersage auf intelligente Weise aktuelle Wetterdaten, die auf dem Feld gesammelt wurden, und verringert so schrittweise die Abh\u00e4ngigkeit von Wettervorhersagen. Diese intelligente Verkn\u00fcpfung von Vorhersage- und Echtzeitdaten stellt sicher, dass die Genauigkeit unserer Vorhersagen mit jedem Tag besser wird und die St\u00e4rken von Wettervorhersagen und lokalen Messungen genutzt werden.<\/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>Sind Sie an weiteren Informationen interessiert?<\/strong><\/p><p>Lesen Sie, wie METOS<sup>\u00ae<\/sup> Ertragsvorhersage im Vergleich zum tats\u00e4chlich beobachteten Ertrag, ihre Zuverl\u00e4ssigkeit und die weitergehenden Auswirkungen der Einf\u00fchrung von METOS<sup>\u00ae<\/sup> L\u00f6sungen, in unserer neuen Brosch\u00fcre. Bitte \u00fcbermitteln Sie uns Ihre Kontaktdaten, damit wir Ihnen unsere Unternehmensbrosch\u00fcre umgehend zusenden k\u00f6nnen.<\/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\">Erfahren Sie mehr.<\/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>Herunterladen der<em><strong> Smart Farming in Aktion\u00a0<\/strong><\/em>Brosch\u00fcre.<\/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=\"\/de\/wp-json\/wp\/v2\/posts\/57602#wpcf7-f57625-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Kontakt-Formular\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/de\/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=\"Name (erforderlich)\" 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=\"E-Mail (erforderlich)\" 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=\"Land (erforderlich)\" 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. You understand and agree that Pessl Instruments may use your information in accordance with its Privacy Policy. You can opt-out anytime.\" \/><span class=\"wpcf7-list-item-label\">Mit der \u00dcbermittlung Ihrer E-Mail erkl\u00e4ren Sie sich damit einverstanden, dass Pessl Instruments Ihnen Werbe-E-Mails mit Updates, Neuigkeiten, neuesten Blog-Beitr\u00e4gen, Einladungen zu Veranstaltungen und anderen \u00e4hnlichen Nachrichten zusendet. Sie verstehen und erkl\u00e4ren sich damit einverstanden, dass Pessl Instruments Ihre Daten in \u00dcbereinstimmung mit seiner Datenschutzrichtlinie verwendet. Sie k\u00f6nnen sich jederzeit abmelden.<\/span><\/span><\/span><\/span>\n<\/p>\n\n<p>&nbsp;<br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Herunterladen\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"de\"\/><\/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=\"\/de\/blog-nachrichten\/\">\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\">ZUR\u00dcCK ZU ALLEN BLOGEINTR\u00c4GEN<\/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. This tool empowers producers to [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":57628,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"ocean_front_end_style_editor":"no","ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[50,198,456,16,408,598,433,402],"class_list":["post-57602","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-fieldclimate","tag-metos-by-pessl-instruments","tag-metosbypessl","tag-pessl-instruments","tag-yield-estimation","tag-yield-management","tag-yield-potential","tag-yield-prediction","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada - METOS by Pessl Instruments<\/title>\n<meta name=\"description\" content=\"Every season, farmers face the critical challenge of maximizing yield while minimizing waste. Tackle this challenge with Yield Prediction. Read more.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/metos.at\/smart-farming-in-action\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada - METOS by Pessl Instruments\" \/>\n<meta property=\"og:description\" content=\"Every season, farmers face the critical challenge of maximizing yield while minimizing waste. Tackle this challenge with Yield Prediction. Read more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/metos.at\/smart-farming-in-action\/\" \/>\n<meta property=\"og:site_name\" content=\"METOS by Pessl Instruments\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-22T10:34:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-23T20:30:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/metos.at\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"199\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Pessl Instruments\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Pessl Instruments\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/\"},\"author\":{\"name\":\"Pessl Instruments\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#\\\/schema\\\/person\\\/61571288c561d226077dcd21ed28de88\"},\"headline\":\"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada\",\"datePublished\":\"2023-11-22T10:34:33+00:00\",\"dateModified\":\"2023-11-23T20:30:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/\"},\"wordCount\":1260,\"publisher\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/smart-farming-in-action-feature-photo.png\",\"keywords\":[\"FieldClimate\",\"METOS by Pessl Instruments\",\"metosbypessl\",\"pessl instruments\",\"yield estimation\",\"yield management\",\"yield potential\",\"yield prediction\"],\"articleSection\":[\"News\",\"pessl-blog\"],\"inLanguage\":\"de\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/\",\"url\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/\",\"name\":\"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada - METOS by Pessl Instruments\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/smart-farming-in-action-feature-photo.png\",\"datePublished\":\"2023-11-22T10:34:33+00:00\",\"dateModified\":\"2023-11-23T20:30:03+00:00\",\"description\":\"Every season, farmers face the critical challenge of maximizing yield while minimizing waste. Tackle this challenge with Yield Prediction. Read more.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#primaryimage\",\"url\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/smart-farming-in-action-feature-photo.png\",\"contentUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/smart-farming-in-action-feature-photo.png\",\"width\":300,\"height\":199,\"caption\":\"smart-farming-in-action-feature-photo\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/metos.at\\\/smart-farming-in-action\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/metos.global\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/metos.at\\\/en\\\/\",\"name\":\"METOS by Pessl Instruments\",\"description\":\"Turning Information into profits since 1984.\",\"publisher\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#organization\"},\"alternateName\":\"METOS\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/metos.at\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#organization\",\"name\":\"METOS by Pessl Instruments\",\"alternateName\":\"Pessl Instruments\",\"url\":\"https:\\\/\\\/metos.at\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2022\\\/02\\\/cropped-METOS-by-Pessl-Instruments-white-PNG.png\",\"contentUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2022\\\/02\\\/cropped-METOS-by-Pessl-Instruments-white-PNG.png\",\"width\":2652,\"height\":795,\"caption\":\"METOS by Pessl Instruments\"},\"image\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#\\\/schema\\\/person\\\/61571288c561d226077dcd21ed28de88\",\"name\":\"Pessl Instruments\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g\",\"caption\":\"Pessl Instruments\"},\"url\":\"https:\\\/\\\/metos.global\\\/de\\\/author\\\/pessl\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Smart Farming in Aktion: Validierung der METOS\u00ae Weizenertragsvorhersage in Olds, Kanada - METOS by Pessl Instruments","description":"In jeder Saison stehen Landwirte vor der entscheidenden Herausforderung, ihre Ertr\u00e4ge zu maximieren und gleichzeitig die Verschwendung zu minimieren. Bew\u00e4ltigen Sie diese Herausforderung mit der Ertragsvorhersage. Lesen Sie mehr.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/metos.at\/smart-farming-in-action\/","og_locale":"de_DE","og_type":"article","og_title":"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada - METOS by Pessl Instruments","og_description":"Every season, farmers face the critical challenge of maximizing yield while minimizing waste. Tackle this challenge with Yield Prediction. Read more.","og_url":"https:\/\/metos.at\/smart-farming-in-action\/","og_site_name":"METOS by Pessl Instruments","article_published_time":"2023-11-22T10:34:33+00:00","article_modified_time":"2023-11-23T20:30:03+00:00","og_image":[{"width":300,"height":199,"url":"https:\/\/metos.at\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png","type":"image\/png"}],"author":"Pessl Instruments","twitter_card":"summary_large_image","twitter_misc":{"Verfasst von":"Pessl Instruments","Gesch\u00e4tzte Lesezeit":"7\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/metos.at\/smart-farming-in-action\/#article","isPartOf":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/"},"author":{"name":"Pessl Instruments","@id":"https:\/\/metos.at\/en\/#\/schema\/person\/61571288c561d226077dcd21ed28de88"},"headline":"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada","datePublished":"2023-11-22T10:34:33+00:00","dateModified":"2023-11-23T20:30:03+00:00","mainEntityOfPage":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/"},"wordCount":1260,"publisher":{"@id":"https:\/\/metos.at\/en\/#organization"},"image":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/#primaryimage"},"thumbnailUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png","keywords":["FieldClimate","METOS by Pessl Instruments","metosbypessl","pessl instruments","yield estimation","yield management","yield potential","yield prediction"],"articleSection":["News","pessl-blog"],"inLanguage":"de"},{"@type":"WebPage","@id":"https:\/\/metos.at\/smart-farming-in-action\/","url":"https:\/\/metos.at\/smart-farming-in-action\/","name":"Smart Farming in Aktion: Validierung der METOS\u00ae Weizenertragsvorhersage in Olds, Kanada - METOS by Pessl Instruments","isPartOf":{"@id":"https:\/\/metos.at\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/#primaryimage"},"image":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/#primaryimage"},"thumbnailUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png","datePublished":"2023-11-22T10:34:33+00:00","dateModified":"2023-11-23T20:30:03+00:00","description":"In jeder Saison stehen Landwirte vor der entscheidenden Herausforderung, ihre Ertr\u00e4ge zu maximieren und gleichzeitig die Verschwendung zu minimieren. Bew\u00e4ltigen Sie diese Herausforderung mit der Ertragsvorhersage. Lesen Sie mehr.","breadcrumb":{"@id":"https:\/\/metos.at\/smart-farming-in-action\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/metos.at\/smart-farming-in-action\/"]}]},{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/metos.at\/smart-farming-in-action\/#primaryimage","url":"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png","contentUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/11\/smart-farming-in-action-feature-photo.png","width":300,"height":199,"caption":"smart-farming-in-action-feature-photo"},{"@type":"BreadcrumbList","@id":"https:\/\/metos.at\/smart-farming-in-action\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/metos.global\/en\/"},{"@type":"ListItem","position":2,"name":"Smart Farming in Action: Validating METOS\u00ae Wheat Yield Prediction in Olds, Canada"}]},{"@type":"WebSite","@id":"https:\/\/metos.at\/en\/#website","url":"https:\/\/metos.at\/en\/","name":"METOS von Pessl Instruments","description":"Informationen in Gewinne umwandeln seit 1984.","publisher":{"@id":"https:\/\/metos.at\/en\/#organization"},"alternateName":"METOS","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/metos.at\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/metos.at\/en\/#organization","name":"METOS von Pessl Instruments","alternateName":"Pessl Instruments","url":"https:\/\/metos.at\/en\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/metos.at\/en\/#\/schema\/logo\/image\/","url":"https:\/\/metos.global\/wp-content\/uploads\/2022\/02\/cropped-METOS-by-Pessl-Instruments-white-PNG.png","contentUrl":"https:\/\/metos.global\/wp-content\/uploads\/2022\/02\/cropped-METOS-by-Pessl-Instruments-white-PNG.png","width":2652,"height":795,"caption":"METOS by Pessl Instruments"},"image":{"@id":"https:\/\/metos.at\/en\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/metos.at\/en\/#\/schema\/person\/61571288c561d226077dcd21ed28de88","name":"Pessl Instruments","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/secure.gravatar.com\/avatar\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3d7f701074a0f23ba3877cdb4ae9ca04178c96859b4653175bf1f3947696dca4?s=96&d=mm&r=g","caption":"Pessl Instruments"},"url":"https:\/\/metos.global\/de\/author\/pessl\/"}]}},"_links":{"self":[{"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/posts\/57602","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/comments?post=57602"}],"version-history":[{"count":26,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/posts\/57602\/revisions"}],"predecessor-version":[{"id":57680,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/posts\/57602\/revisions\/57680"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/media\/57628"}],"wp:attachment":[{"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/media?parent=57602"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/categories?post=57602"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metos.global\/de\/wp-json\/wp\/v2\/tags?post=57602"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}