{"id":58024,"date":"2023-12-19T14:42:13","date_gmt":"2023-12-19T14:42:13","guid":{"rendered":"https:\/\/metos.global\/?p=58024"},"modified":"2024-02-09T09:07:10","modified_gmt":"2024-02-09T09:07:10","slug":"agriculture-4-0-with-yield-prediction","status":"publish","type":"post","link":"https:\/\/metos.global\/en\/agriculture-4-0-with-yield-prediction\/","title":{"rendered":"Agriculture 4.0 with Yield Prediction"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"58024\" class=\"elementor elementor-58024\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6e2b4e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e2b4e2\" 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-c5f9637\" data-id=\"c5f9637\" 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-20654f1 elementor-widget elementor-widget-heading\" data-id=\"20654f1\" 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\">Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e52c2a0 elementor-widget elementor-widget-text-editor\" data-id=\"e52c2a0\" 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>Agriculture 4.0 with Yield Prediction<\/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-4272230 elementor-widget elementor-widget-text-editor\" data-id=\"4272230\" 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>Agriculture is not an easy occupation, as farmers around the world discover anew each season. Yields are influenced by a range of variables, the skillful assessment of which can determine the profitability of production. There is no point, for example, in increasing fertilization when a low yield is expected. This is where Agriculture 4.0 comes in handy, in the form of a computer program that estimates yields primarily based on water availability.<\/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-dbff17d elementor-widget elementor-widget-image\" data-id=\"dbff17d\" 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\/12\/METOS-Polska-Yield-Prediction-1-1024x449.png\" class=\"attachment-large size-large wp-image-58028\" alt=\"METOS Polska Yield Prediction_cover\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-1.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-e42c9ad elementor-widget elementor-widget-spacer\" data-id=\"e42c9ad\" 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-3855402 elementor-widget elementor-widget-text-editor\" data-id=\"3855402\" 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>METOS POLSKA Sp. o.o. introduces a solution known as the <span style=\"text-decoration: underline;\"><a href=\"\/yield-prediction\/\">Yield Prediction<\/a><\/span>. The company serves as the representative for an Austrian provider specializing in advanced technology solutions for crop monitoring, Pessl Instruments, and their range of products, that is available under the METOS<sup>\u00ae<\/sup> brand.<\/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-6e629d6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6e629d6\" 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-e16af16 elementor-widget elementor-widget-spacer\" data-id=\"e16af16\" 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-d833f6a elementor-widget elementor-widget-text-editor\" data-id=\"d833f6a\" 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>FieldClimate platform<\/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-a3093ab elementor-widget elementor-widget-text-editor\" data-id=\"a3093ab\" 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>The internet platform <span style=\"text-decoration: underline;\"><a href=\"http:\/\/www.fieldclimate.com\">FieldClimate<\/a><\/span> serves as the space where all data collected from METOS<sup>\u00ae<\/sup> devices is gathered and stored. It offers a range of functionalities to assist in making important decisions related to agricultural management. We have <span style=\"text-decoration: underline;\"><a href=\"\/weather-stations-revolutionize-agriculture\/\">previously written<\/a><\/span> about our practical utilization based on data from weather stations.<\/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-63efb4d elementor-widget elementor-widget-text-editor\" data-id=\"63efb4d\" 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<blockquote>The Yield Prediction Tool reduces the risk of economically unjustified overinvestment in a particular crop. During the growing season, it allows for reacting to changing conditions and adjusting the level of fertilization and plantation protection accordingly.<\/blockquote>\nsays Marek Wilanowski, Country Manager of METOS POLSKA Sp. o.o.\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-6e92868 elementor-widget elementor-widget-spacer\" data-id=\"6e92868\" 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-c1acbdf elementor-widget elementor-widget-text-editor\" data-id=\"c1acbdf\" 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>The latest Yield Prediction Tool allows the estimation of crop performance based on water availability. Basic settings require nothing more than entering information about the crop, its sowing date, and specifying the approximate harvest date. The <span style=\"text-decoration: underline;\"><a href=\"\/weather-forecast\/\">forecast<\/a><\/span> is available at any time before, during, and after the growth period. Thanks to this innovative approach, farmers can make important management decisions during the growing season. These decisions may include <span style=\"text-decoration: underline;\"><a href=\"\/water-management\/\">irrigation<\/a><\/span>, the application of pesticides, and fertilizers to achieve profitable yields.<\/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-e80feda elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e80feda\" 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-63af629 elementor-widget elementor-widget-spacer\" data-id=\"63af629\" 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-858385b elementor-widget elementor-widget-text-editor\" data-id=\"858385b\" 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>The most important thing is water<\/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-c878a0a elementor-widget elementor-widget-text-editor\" data-id=\"c878a0a\" 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>Undoubtedly, the primary factor influencing crop yield is water. Consequently, the significance of <span style=\"text-decoration: underline;\"><a href=\"\/soil-moisture-monitoring\/\">soil moisture<\/a><\/span> and the distribution of rainfall throughout the growing season cannot be overstated. While various factors, including <span style=\"text-decoration: underline;\"><a href=\"\/fall-fertility\/\">soil fertility<\/a><\/span>, temperature distribution, and the farmer&#8217;s interventions, play a role in the growth and development of plants, these efforts in soil cultivation, seed sowing, fertilization, weed control, and plant protection may prove futile if an adequate water supply is lacking.<\/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-17a4912 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"17a4912\" 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-6fef8b6 elementor-widget elementor-widget-spacer\" data-id=\"6fef8b6\" 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-50b5825 elementor-widget elementor-widget-text-editor\" data-id=\"50b5825\" 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>The importance of the role of a weather station<\/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-d8b475c elementor-widget elementor-widget-text-editor\" data-id=\"d8b475c\" 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\tIntroducing the Yield Prediction is a straightforward process that begins with defining the field or crop zone boundaries and providing details that impact forthcoming harvests. Key factors include the initial soil moisture, soil texture\/type, planting date, and the anticipated onset of maturation for the plant.\n\nTo achieve optimal Yield Prediction outcomes, having a weather station situated either within the field or in close proximity is crucial. This is significant because there can be notable variations in rainfall amounts even within areas just a few kilometers apart.\n\nCurrently, the Yield Prediction Solution module covers the following crops: barley, corn, rapeseed, wheat, durum wheat and soybeans.\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-aaa7504 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aaa7504\" 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-4130dc6\" data-id=\"4130dc6\" 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-57cbbf7 elementor-widget elementor-widget-text-editor\" data-id=\"57cbbf7\" 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<blockquote>One of our agro-meteorological stations is situated approximately 14 km away from the official weather station at the airport. It was revealed that during a single intense rainfall event, within just thirty minutes, there was an approximately 80 mm disparity in precipitation between these two locations. Therefore, you should not rely on general data, but use those information that are as close to the field as possible,<\/blockquote>\nsuggests Marek Wilanowski.\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-2aee847\" data-id=\"2aee847\" 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-a4fd99b elementor-widget elementor-widget-image\" data-id=\"a4fd99b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Stacja-pogodowa-Metos-\u00a9-TRAKTOR24.pl_-1024x683-1.webp\" class=\"attachment-large size-large wp-image-58026 lazyload\" alt=\"To obtain the best yield prediction results, it is very important to have a weather station in or near the field\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Stacja-pogodowa-Metos-\u00a9-TRAKTOR24.pl_-1024x683-1.webp 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Stacja-pogodowa-Metos-\u00a9-TRAKTOR24.pl_-1024x683-1-300x200.webp 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Stacja-pogodowa-Metos-\u00a9-TRAKTOR24.pl_-1024x683-1-768x512.webp 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Stacja-pogodowa-Metos-\u00a9-TRAKTOR24.pl_-1024x683-1-18x12.webp 18w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">To obtain the best yield prediction results, it is very important to have a weather station in or near the field<\/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-35f0d04 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"35f0d04\" 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-2a87801 elementor-widget elementor-widget-spacer\" data-id=\"2a87801\" 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-f78d364 elementor-widget elementor-widget-text-editor\" data-id=\"f78d364\" 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>The results<\/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-7ce4c77 elementor-widget elementor-widget-text-editor\" data-id=\"7ce4c77\" 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>The Yield Prediction results available in the Yield Prediction Tool are divided into 4 areas:<\/p><ul><li><strong>Settings Overview<\/strong> includes detailed information on crop type, stations used, report generation date, sowing date and expected maturity date.<\/li><li><strong>Yield Prediction charts<\/strong> provide detailed information on the current yield forecast for an average and range of values \u200b\u200bbased on station-measured rainfall and long-term normal rainfall for the current date. Yield forecast to physiological maturity is predicted based on long-term normal rainfall and seasonal rainfall forecast.<\/li><li><strong>Rainfall charts<\/strong> provide detailed information on daily rainfall totals, cumulative rainfall totals and long-term normal rainfall for the field.<\/li><li><strong>Yield Prediction Results Overview<\/strong> provides detailed information on today&#8217;s yield (current season, average and range of values), expected harvest yield (normal season, average and range of values), and expected harvest yield (current season + rainfall forecast, average and range of values).<\/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-d4aa223 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d4aa223\" 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-355cb87 elementor-widget elementor-widget-spacer\" data-id=\"355cb87\" 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-24a72b8 elementor-widget elementor-widget-text-editor\" data-id=\"24a72b8\" 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>Satellite photos<\/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-7b0dead elementor-widget elementor-widget-text-editor\" data-id=\"7b0dead\" 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<div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-xtpod-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-xtpod-1n7m0yu\"><div class=\"flex flex-col pb-9 text-sm\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-7\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"07b4386c-948b-4b6d-8292-7d020e3ad116\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><p>In addition to offering Yield Prediction, the FieldClimate also provides <span style=\"text-decoration: underline;\"><a href=\"\/satellite-imagery\/\">satellite imagery<\/a><\/span> tailored to a particular field or crop area. The provided indicators, derived from the Sentinel 2 satellite with a 10-meter resolution, include the leaf area index (LAI) and the normalized difference vegetation index (NDVI).<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-5010c61 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5010c61\" 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-48b12cc\" data-id=\"48b12cc\" 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-49a9d8a elementor-widget elementor-widget-text-editor\" data-id=\"49a9d8a\" 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>According to <strong>Marek Wilanowski<\/strong>,<\/p><blockquote><p>the resolution of field images captured by the Sentinel 2 satellite and utilized by the FieldClimate online platform is 10 meters.<\/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-505a222 elementor-widget elementor-widget-text-editor\" data-id=\"505a222\" 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<blockquote>Based on the yield prediction in the growing zone and satellite information, the farmer can adjust important management decisions during the growing season regarding water, diseases, insect control and additional fertilizer application<\/blockquote>\nconcludes Marek Wilanowski.\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-4a43da9\" data-id=\"4a43da9\" 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-a38a1cf elementor-widget elementor-widget-image\" data-id=\"a38a1cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Metos_FieldClimate_modul-przewidywania-plonow-1024x683-1.png\" class=\"attachment-large size-large wp-image-58027 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Metos_FieldClimate_modul-przewidywania-plonow-1024x683-1.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Metos_FieldClimate_modul-przewidywania-plonow-1024x683-1-300x200.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Metos_FieldClimate_modul-przewidywania-plonow-1024x683-1-768x512.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/Metos_FieldClimate_modul-przewidywania-plonow-1024x683-1-18x12.png 18w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yield Prediction Tool in FieldClimate<\/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-de83d34 elementor-widget elementor-widget-spacer\" data-id=\"de83d34\" 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-b979a1c elementor-widget elementor-widget-text-editor\" data-id=\"b979a1c\" 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>Yields are influenced by a number of variables, the skillful assessment of which may determine the profitability of production. But how to do this when the plants are still small? This is where Agriculture 4.0 comes in handy.<\/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-30e5182 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30e5182\" 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-ba4b2ef\" data-id=\"ba4b2ef\" 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-da515ea elementor-widget elementor-widget-button\" data-id=\"da515ea\" 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=\"\/blog-news\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-left\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">BACK TO ALL BLOG ENTRIES<\/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-d9f5ff7 elementor-widget elementor-widget-spacer\" data-id=\"d9f5ff7\" 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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Agriculture 4.0 with Yield Prediction Agriculture is not an easy occupation, as farmers around the world discover anew each season. Yields are influenced by a range of variables, the skillful assessment of which can determine the profitability of production. There is no [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":58032,"comment_status":"closed","ping_status":"closed","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":"on","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[198,564,456,611,402],"class_list":["post-58024","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-metos-by-pessl-instruments","tag-metos-polska","tag-metosbypessl","tag-metospolska","tag-yield-prediction","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments<\/title>\n<meta name=\"description\" content=\"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.\" \/>\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.global\/en\/agriculture-4-0-with-yield-prediction\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments\" \/>\n<meta property=\"og:description\" content=\"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/metos.global\/en\/agriculture-4-0-with-yield-prediction\/\" \/>\n<meta property=\"og:site_name\" content=\"METOS by Pessl Instruments\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-19T14:42:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-09T09:07:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.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=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Pessl Instruments\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/\"},\"author\":{\"name\":\"Pessl Instruments\",\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#\\\/schema\\\/person\\\/61571288c561d226077dcd21ed28de88\"},\"headline\":\"Agriculture 4.0 with Yield Prediction\",\"datePublished\":\"2023-12-19T14:42:13+00:00\",\"dateModified\":\"2024-02-09T09:07:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/\"},\"wordCount\":889,\"publisher\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/METOS-Polska-Yield-Prediction-2.png\",\"keywords\":[\"METOS by Pessl Instruments\",\"metos polska\",\"metosbypessl\",\"metospolska\",\"yield prediction\"],\"articleSection\":[\"News\",\"pessl-blog\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/\",\"url\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/\",\"name\":\"Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/metos.at\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/METOS-Polska-Yield-Prediction-2.png\",\"datePublished\":\"2023-12-19T14:42:13+00:00\",\"dateModified\":\"2024-02-09T09:07:10+00:00\",\"description\":\"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#primaryimage\",\"url\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/METOS-Polska-Yield-Prediction-2.png\",\"contentUrl\":\"https:\\\/\\\/metos.global\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/METOS-Polska-Yield-Prediction-2.png\",\"width\":300,\"height\":199,\"caption\":\"METOS Polska Yield Prediction_feature\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/metos.global\\\/agriculture-4-0-with-yield-prediction\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/metos.global\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Agriculture 4.0 with Yield Prediction\"}]},{\"@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\":\"en-GB\"},{\"@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\":\"en-GB\",\"@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\":\"en-GB\",\"@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\\\/en\\\/author\\\/pessl\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments","description":"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.","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.global\/en\/agriculture-4-0-with-yield-prediction\/","og_locale":"en_GB","og_type":"article","og_title":"Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments","og_description":"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.","og_url":"https:\/\/metos.global\/en\/agriculture-4-0-with-yield-prediction\/","og_site_name":"METOS by Pessl Instruments","article_published_time":"2023-12-19T14:42:13+00:00","article_modified_time":"2024-02-09T09:07:10+00:00","og_image":[{"width":300,"height":199,"url":"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.png","type":"image\/png"}],"author":"Pessl Instruments","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Pessl Instruments","Estimated reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#article","isPartOf":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/"},"author":{"name":"Pessl Instruments","@id":"https:\/\/metos.at\/en\/#\/schema\/person\/61571288c561d226077dcd21ed28de88"},"headline":"Agriculture 4.0 with Yield Prediction","datePublished":"2023-12-19T14:42:13+00:00","dateModified":"2024-02-09T09:07:10+00:00","mainEntityOfPage":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/"},"wordCount":889,"publisher":{"@id":"https:\/\/metos.at\/en\/#organization"},"image":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#primaryimage"},"thumbnailUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.png","keywords":["METOS by Pessl Instruments","metos polska","metosbypessl","metospolska","yield prediction"],"articleSection":["News","pessl-blog"],"inLanguage":"en-GB"},{"@type":"WebPage","@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/","url":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/","name":"Agriculture 4.0 with Yield Prediction - METOS by Pessl Instruments","isPartOf":{"@id":"https:\/\/metos.at\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#primaryimage"},"image":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#primaryimage"},"thumbnailUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.png","datePublished":"2023-12-19T14:42:13+00:00","dateModified":"2024-02-09T09:07:10+00:00","description":"Enhancing Agricultural Management with METOS\u00ae Yield Prediction: A Revolutionary Approach to Informed Decision-Making. Read our new blog.","breadcrumb":{"@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#primaryimage","url":"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.png","contentUrl":"https:\/\/metos.global\/wp-content\/uploads\/2023\/12\/METOS-Polska-Yield-Prediction-2.png","width":300,"height":199,"caption":"METOS Polska Yield Prediction_feature"},{"@type":"BreadcrumbList","@id":"https:\/\/metos.global\/agriculture-4-0-with-yield-prediction\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/metos.global\/en\/"},{"@type":"ListItem","position":2,"name":"Agriculture 4.0 with Yield Prediction"}]},{"@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":"en-GB"},{"@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":"en-GB","@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":"en-GB","@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\/en\/author\/pessl\/"}]}},"_links":{"self":[{"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/posts\/58024","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/comments?post=58024"}],"version-history":[{"count":6,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/posts\/58024\/revisions"}],"predecessor-version":[{"id":58807,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/posts\/58024\/revisions\/58807"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/media\/58032"}],"wp:attachment":[{"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/media?parent=58024"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/categories?post=58024"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metos.global\/en\/wp-json\/wp\/v2\/tags?post=58024"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}