{"id":49897,"date":"2022-12-19T12:12:18","date_gmt":"2022-12-19T12:12:18","guid":{"rendered":"https:\/\/dev.metos.global\/?p=49897"},"modified":"2023-06-21T08:02:36","modified_gmt":"2023-06-21T08:02:36","slug":"timely-cropzone-yield-prediction","status":"publish","type":"post","link":"https:\/\/metos.global\/de\/timely-cropzone-yield-prediction\/","title":{"rendered":"Rechtzeitige Ertragsvorhersage in der Erntezone"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"49897\" class=\"elementor elementor-49897\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a2d15ee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a2d15ee\" 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-a457a48\" data-id=\"a457a48\" 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-79f714f elementor-widget elementor-widget-heading\" data-id=\"79f714f\" 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\">FarmView-Ertragsvorhersage und Satellitenbilder mit nMETOS- oder \u03bcMETOS-Station(en) auf dem Feld.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4d5816 elementor-widget elementor-widget-heading\" data-id=\"c4d5816\" 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\"><b>Rechtzeitige Ertragsvorhersage in der Erntezone<\/b><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1eca65 elementor-widget elementor-widget-spacer\" data-id=\"f1eca65\" 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-d24412b elementor-widget elementor-widget-text-editor\" data-id=\"d24412b\" 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>ERTRAGSVORHERSAGE - AGRONOMISCHE FRAGE<\/h3><p>Der Ertrag jeder Kulturpflanze basiert auf dem genetischen Potenzial des Saatguts, der Bodenfeuchtigkeit im Fr\u00fchjahr, den Niederschl\u00e4gen in der Vegetationsperiode (und der Bew\u00e4sserung), der richtigen Fruchtbarkeit und anderen Bewirtschaftungsentscheidungen.<\/p><p>Im Allgemeinen sind die beiden wichtigsten Faktoren f\u00fcr den Ertrag\u00a0<strong>Feuchtigkeitsversorgung<\/strong>\u00a0und\u00a0<strong>Temperatur<\/strong>vorausgesetzt, alle anderen Entscheidungen zur Feldbewirtschaftung werden ordnungsgem\u00e4\u00df getroffen. Die Temperatur oder W\u00e4rme ist wichtig, da sie bestimmt, ob eine Pflanze reif wird oder unter Hitzestress leidet, aber die Feuchtigkeitsversorgung hat den gr\u00f6\u00dften Einfluss auf das Ertragspotenzial. Aus diesem Grund wird die Feuchtigkeitsversorgung oft als der\u00a0<strong>CROPS GAS TANK<\/strong>\u00a0f\u00fcr das Ertragspotenzial.<\/p><p>Jeder Zentimeter Bodenfeuchtigkeit oder Wasser, der von der Pflanze verbraucht wird, entspricht in etwa einem Ertrag von z. B. 5,5 bu Raps, 7,5 bu Weizen und 10 bis 12 bu Mais. F\u00fcr jede Kulturpflanze gibt es Kurven f\u00fcr die Wassernutzungseffizienz in Abh\u00e4ngigkeit vom Ertrag. Die Gesamtmenge an Bodenwasser, die einer Pflanze w\u00e4hrend der Vegetationsperiode zur Verf\u00fcgung steht, ist daher gleich der Menge an Bodenfeuchtigkeit, die zum Zeitpunkt der Aussaat (bestimmt durch die Bodenart) verf\u00fcgbar ist, plus der Menge an Niederschlag und\/oder Bew\u00e4sserung (Bodenfeuchtigkeit), die w\u00e4hrend der Vegetationsperiode erhalten wird. Damit ist das Ertragspotenzial definiert.<\/p><p>Basierend auf\u00a0<strong>Vorhersagbare Ertragsinformationen f\u00fcr Anbaugebiete<\/strong>kann ein Landwirt w\u00e4hrend der Vegetationsperiode wichtige Entscheidungen \u00fcber den Einsatz von Pestiziden und D\u00fcngemitteln treffen.\u00a0<strong>Verbesserung des 4R-Managements:<\/strong> richtige Rate und Zeit, mit Ertragsvorhersage.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-52523 size-full\" src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo.jpg\" alt=\"Renditevorhersage_Deckung\" width=\"1620\" height=\"711\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo.jpg 1620w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo-300x132.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo-1024x449.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo-768x337.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo-1536x674.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/yield-prediction-cover-photo-18x8.jpg 18w\" sizes=\"(max-width: 1620px) 100vw, 1620px\" \/><\/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-4f66c3d elementor-widget elementor-widget-text-editor\" data-id=\"4f66c3d\" 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>IoT-L\u00d6SUNG<br \/>FarmView-Ertragsvorhersage und Satellitenbilder mit nMETOS- oder \u03bcMETOS-Station(en) auf dem Feld<\/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-fdf9738 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdf9738\" 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-3445230\" data-id=\"3445230\" 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-528bc6f elementor-widget elementor-widget-text-editor\" data-id=\"528bc6f\" 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>Erntezonen einrichten:<\/strong>\u00a0Kulturart, Aussaatdatum, Bodenart, h\u00f6chstes durchschnittliches Ertragspotenzial des Feldes und Wahl des Wetterger\u00e4ts.<\/p><p>Jeder Zentimeter Wasser im Boden bedeutet x bu Ertrag (vorausgesetzt, alle anderen agronomischen Aspekte werden ber\u00fccksichtigt).<\/p><p><em>Beispiele:<\/em><br \/>- Raps: 5 bis 6 bu f\u00fcr jeden Zentimeter Wasser im Boden<br \/>- Weizen: 7 bis 8 bu f\u00fcr jeden Zentimeter Wasser im Boden<br \/>- Mais: 10 bis 12 bu f\u00fcr jeden Zentimeter Wasser im Boden<\/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-93bd457\" data-id=\"93bd457\" 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-7c30c1e elementor-widget elementor-widget-image\" data-id=\"7c30c1e\" 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:\/\/www.metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Yield prediction - setup cropzones\" data-elementor-lightbox-description=\"Yield prediction - setup cropzones\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDk5MDIsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjJcLzEyXC9zZXR1cC1jcm9wem9uZXNfWWllbGQtcHJlZGljdGlvbi1lMTY3MzQzOTY5NDIwOS5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"520\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209-1024x520.jpg\" class=\"attachment-large size-large wp-image-49902 lazyload\" alt=\"Ertragsvorhersage - Einrichtung von Anbauzonen\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209-1024x520.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209-300x152.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209-768x390.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209-18x9.jpg 18w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/setup-cropzones_Yield-prediction-e1673439694209.jpg 1200w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/520;\" \/>\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\">Ertragsvorhersage - Einrichtung von Anbauzonen<\/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-69df045 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69df045\" 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-70b7810\" data-id=\"70b7810\" 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-ce2f65a elementor-widget elementor-widget-text-editor\" data-id=\"ce2f65a\" 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>Graphische Ertragsvorhersage:<\/strong>\u00a0den Durchschnitt und die Spanne der bisherigen Rendite, den langfristigen normalen Durchschnitt oder den saisonbereinigten prognostizierten Durchschnitt der bisherigen Rendite und der physiologischen F\u00e4lligkeit anzeigen.<\/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-69f385a\" data-id=\"69f385a\" 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-9abe2c7 elementor-widget elementor-widget-image\" data-id=\"9abe2c7\" 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:\/\/www.metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Yield prediction graph\" data-elementor-lightbox-description=\"Yield prediction graph\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDk5MDAsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjJcLzEyXC9ncmFwaF9ZaWVsZC1wcmVkaWN0aW9uLWUxNjczNDM5NjA2Mzk4LmpwZyJ9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"523\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-1024x523.jpg\" class=\"attachment-large size-large wp-image-49900 lazyload\" alt=\"Diagramm zur Ertragsvorhersage\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-1024x523.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-e1673439606398-300x153.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-e1673439606398-768x392.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-e1673439606398-18x9.jpg 18w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/graph_Yield-prediction-e1673439606398.jpg 1000w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/523;\" \/>\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\">Diagramm zur Ertragsvorhersage<\/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-562429a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"562429a\" 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-46e89d8\" data-id=\"46e89d8\" 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-8027612 elementor-widget elementor-widget-text-editor\" data-id=\"8027612\" 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>Satellitenbilder ansehen:<\/strong>\u00a0Betrachten Sie einzelne Bilder f\u00fcr jedes Datum, entweder LAI oder NDVI, und sehen Sie die Feldvariabilit\u00e4t. Grafische Darstellung der Pflanzenvitalit\u00e4t zur Bestimmung der Entwicklungsstadien.<\/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-ad10fad\" data-id=\"ad10fad\" 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-d9c23be elementor-widget elementor-widget-image\" data-id=\"d9c23be\" 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:\/\/www.metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"satellite images_Yield prediction\" data-elementor-lightbox-description=\"satellite images_Yield prediction\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDk5MDEsInVybCI6Imh0dHBzOlwvXC9tZXRvcy5nbG9iYWxcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjJcLzEyXC9zYXRlbGxpdGUtaW1hZ2VzX1lpZWxkLXByZWRpY3Rpb24tZTE2NzM0Mzk2NjIxMTYuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"520\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-1024x520.jpg\" class=\"attachment-large size-large wp-image-49901 lazyload\" alt=\"Satellitenbilder_Ertragsvorhersage\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-1024x520.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-e1673439662116-300x152.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-e1673439662116-768x389.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-e1673439662116-18x9.jpg 18w, https:\/\/metos.global\/wp-content\/uploads\/2022\/12\/satellite-images_Yield-prediction-e1673439662116.jpg 1000w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/520;\" \/>\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\"><\/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-9c2afc1 elementor-widget elementor-widget-text-editor\" data-id=\"9c2afc1\" 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>Kostenvorteile: CropZone-Ertragsvorhersage: Ein Ertragsbringer oder Geldsparer<\/h3><p><strong>Drei Fallbeispiele f\u00fcr Weizen:<\/strong><\/p><ul><li>Der Landwirt kaufte eine L\u00f6sung zur Ertragsprognose und Wettervorhersage und entschied, dass die Saison zu trocken f\u00fcr eine Stickstoffausbringung w\u00e4hrend der Saison war, basierend auf der bisherigen Ertragsvorhersage und dem Reifegrad der Pflanzen (eine gute Entscheidung auf der Grundlage der Wetterinformationen). Er sparte $23.000 an Stickstoffkosten (plus Ausbringungskosten) und erzielte einen Ertrag von etwa $615.000 (41 bu*$10*1500) auf 1.500 Acres.<\/li><li>Der Landwirt kaufte keine Ertragsprognose und keine Wetterl\u00f6sung, sondern verlie\u00df sich auf sein Bauchgef\u00fchl und f\u00fcgte sp\u00e4t in der Saison zus\u00e4tzlichen Stickstoff hinzu, obwohl es nicht genug Niederschlag und Bodenfeuchtigkeit in der Wurzelzone gab (eine schlechte Entscheidung, die den Ertrag gr\u00f6\u00dftenteils einschr\u00e4nkte). Zus\u00e4tzliche Stickstoffkosten von $23.000 (plus Ausbringungskosten) und ein Ertrag von etwa $600.000 (40 bu*$10*1500) auf 1.500 Acres.<\/li><li>Der Landwirt kaufte eine L\u00f6sung f\u00fcr die Ertragsprognose und die Wettervorhersage, und die Saison verlief auf der Grundlage der Ertragsprognose f\u00fcr die Anbauregion und der Niederschlagsdaten g\u00fcnstig, so dass er beschloss, mitten in der Saison Stickstoff auszubringen (der Ertrag stieg deutlich an). Zus\u00e4tzliche Stickstoffkosten in H\u00f6he von $23.000 (plus Ausbringungskosten), aber ein Ertrag von etwa $765.000 (51 bu*$10*1500) auf 1.500 Acres.<\/li><\/ul><center><p><strong>IoT-L\u00f6sung Kosten: $2,500<br \/>ROI: 9,0 bis 50,0 zu 1<\/strong><\/p><\/center>\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-a815a1b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"a815a1b\" 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-1a46d62 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1a46d62\" 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-xl\" href=\"\/de\/yield-prediction\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">MEHR \u00dcBER ERTRAGSPROGNOSEN<\/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-853979c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"853979c\" 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-6aadc59 elementor-widget elementor-widget-spacer\" data-id=\"6aadc59\" 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-06e239d elementor-widget elementor-widget-text-editor\" data-id=\"06e239d\" 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>Die Stimme des Z\u00fcchters<\/h3><blockquote><p>\"Die prognostizierte Spanne von 18 bis 25 E\/ac und der Durchschnitt von 21,8 E\/ac f\u00fcr unser Feld stimmt ziemlich genau mit den tats\u00e4chlichen Durchschnittsertr\u00e4gen (20 E\/ac) \u00fcberein, die wir geerntet haben. Dies wurde durch die Ertragsdaten des M\u00e4hdreschers best\u00e4tigt.\"<\/p><\/blockquote><blockquote><p>\"Der tats\u00e4chliche Ertrag in unserem Betrieb war niedrig, weil es bei der Aussaat zu nass war, die Aussaat vielleicht etwas sp\u00e4ter erfolgte und weniger D\u00fcnger ausgebracht wurde. Mit dem Wissen \u00fcber die bei dieser Kultur angewandten agronomischen Methoden sind die Instrumente sehr n\u00fctzlich, um k\u00fcnftige Anpassungen vorzunehmen, vor allem in Bezug auf Dinge, die der Landwirt kontrollieren kann, wie z. B. D\u00fcngermengen, Aussaattermin, Aussaatmengen, Saattiefe und Sch\u00e4dlingsbek\u00e4mpfung.\"<\/p><\/blockquote><blockquote><p>\"Der Durchschnittsertrag des Feldes f\u00fcr 2022 betrug 94,5 bu\/acre. Die Ertragsprognose lag bei 96 bu\/acre mit einer Spanne von 80 bis 112 bu f\u00fcr das Feld.\"<\/p><\/blockquote>\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-b39f81b elementor-widget elementor-widget-button\" data-id=\"b39f81b\" 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\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>FarmView Yield Prediction and Satellite Images with In-field nMETOS or \u03bcMETOS station(s). Timely Cropzone Yield Prediction YIELD PREDICTION &#8211; AGRONOMIC ISSUE The yield of any crop is based on the genetic potential of the seed, the amount of spring soil moisture, growing season precipitation (and irrigation), proper fertility rates and other management decisions. Generally speaking, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":51139,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"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":"off","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[405,114,406,192,134,197,15,292,16,393,407,408,409,402],"class_list":["post-49897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-cropzone","tag-farmview","tag-fertilizing","tag-fertilizing-management","tag-irrigation","tag-irrigation-management","tag-metos","tag-metos-by-pessl","tag-pessl-instruments","tag-precipitation","tag-water-management","tag-yield-estimation","tag-yield-performance","tag-yield-prediction","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Timely Cropzone Yield Prediction - METOS by Pessl Instruments<\/title>\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\/timely-cropzone-yield-prediction\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Timely Cropzone Yield Prediction - METOS by Pessl Instruments\" \/>\n<meta property=\"og:description\" content=\"FarmView Yield Prediction and Satellite Images with In-field nMETOS or \u03bcMETOS station(s). Timely Cropzone Yield Prediction YIELD PREDICTION &#8211; AGRONOMIC ISSUE The yield of any crop is based on the genetic potential of the seed, the amount of spring soil moisture, growing season precipitation (and irrigation), proper fertility rates and other management decisions. 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