{"id":45605,"date":"2021-11-17T09:48:08","date_gmt":"2021-11-17T09:48:08","guid":{"rendered":"\/?p=41240"},"modified":"2023-06-21T08:02:38","modified_gmt":"2023-06-21T08:02:38","slug":"weather-forecast-and-work-planning-tools","status":"publish","type":"post","link":"https:\/\/metos.global\/en\/weather-forecast-and-work-planning-tools\/","title":{"rendered":"Use Case: Site-specific weather forecast and work planning tools"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"45605\" class=\"elementor elementor-45605\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-05cb1cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05cb1cf\" 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-2767de7\" data-id=\"2767de7\" 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-7d93746 elementor-widget elementor-widget-heading\" data-id=\"7d93746\" 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\">You cannot control the weather. But you can control how you respond to it.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23ab0c8 elementor-widget elementor-widget-text-editor\" data-id=\"23ab0c8\" 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>Use Case: Site-specific weather forecast and work planning tools<\/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-77662f6 elementor-widget elementor-widget-text-editor\" data-id=\"77662f6\" 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 importance of weather forecast and work planning tools in agriculture is not something that\u2019s new, but it\u2019s something that many of the farmers take as a beneficial and helpful must-have, when managing their work and monitoring their crops.<\/p><p>It\u2019s always been the holy grail in agriculture to have an accurate, site specific weather forecast and work planning tools for numerous on-farm applications. Thanks to\u00a0<strong>weather IoT devices<\/strong>\u00a0in the field, this is possible today. They provide data to nudge and tune the forecast based on actual field conditions and learn the climate at the field location over a period of time (<strong>AI system approach<\/strong>).<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-53755\" src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover.jpg\" alt=\"work planning_cover\" width=\"500\" height=\"500\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover.jpg 2560w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-300x300.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-1024x1024.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-150x150.jpg 150w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-768x768.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-1536x1536.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-2048x2048.jpg 2048w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-12x12.jpg 12w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/work-planning_cover-600x600.jpg 600w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p><p>This is further enhanced by providing a\u00a0<strong>blended multi forecast model approach<\/strong> (called ensemble) which is weighted and updated hourly, and reduces forecast bias. By using these techniques, a detailed hourly field level forecast for a number of variables is accessible: e.g.temperature, wind speed\/direction and gusts, precipitation amounts and probabilities, dew point, relative humidity, leaf wetness, ET0, cloud cover, and solar radiation.<\/p><p>The detailed data is then integrated into work planning tools for plant nutrition, field accessibility, tillage ability, sowing window, plant protection (spraying), and a harvest window. Future enhancements will include a forecasted prediction for disease models and soil moisture estimates.<\/p><h3>\u00a0<\/h3><h3>IoT SOLUTION: Site Specific Weather Station, Weather Forecast and Work Planning Tools<\/h3><ul><li>Know your fields\u2019 forecasted weather, by the hour, updated hourly.<\/li><li>Track the probability of precipitation, amounts and types, wind speed\/gust and direction, temperatures and dew points and a number of other variables.<\/li><li>Know whey to spray based on forecasted precip amounts and timing, wind speed and direction and potential wash off periods, or add fertilizer based on additional root zone soil moisture.<\/li><\/ul><h4><a href=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast-and-work-planning-tools_1.png\"><img decoding=\"async\" class=\"aligncenter wp-image-53757 lazyload\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast-and-work-planning-tools_1.png\" alt=\"\" width=\"500\" height=\"396\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast-and-work-planning-tools_1.png 685w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast-and-work-planning-tools_1-300x237.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast-and-work-planning-tools_1-15x12.png 15w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/396;\" \/><\/a><\/h4><h3>\u00a0<\/h3><h3><strong>Cost Benefits: We can\u2019t control the weather but we can try do everything possible to reduce the risks and become more efficient at management = Value Proposition<\/strong><\/h3><ul><li>The impact of weather risk on any agriculture system is substantial. Extreme weather events can reduce crop yields by as much as 50% from average yields during normal growing conditions. Weather represents roughly 70% of the uncontrollable risks a farmer faces.<\/li><li>The ability to know future seeding dates and conditions based on soil temperature\/moisture and forecasted precipitation events is crucial. Proper seeding temperature for emergence and germination is critical for good stand development.<\/li><li>Field workability in terms of access and tillage are governed by forecasted precipitation probabilities and amounts and what the historical precipitation has been for the field.<\/li><li>Soil fertility and when to apply is determined by soil temperature\/moisture and probability of precipitation and amounts. It\u2019s well understood that each additional 25 mm or inch of soil moisture equates to so many bushels of yield for any crop. So not knowing your root zone soil moisture can result in lost yields.<\/li><\/ul><p><img decoding=\"async\" class=\"aligncenter wp-image-53674 lazyload\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer.jpg\" alt=\"weather forecast_computer\" width=\"500\" height=\"223\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer.jpg 1348w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer-300x134.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer-1024x456.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer-768x342.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/weather-forecast_computer-18x8.jpg 18w\" data-sizes=\"(max-width: 500px) 100vw, 500px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/223;\" \/><\/p><p><strong>What does all this mean:<\/strong> Pest and disease control or spraying is highly dependent on real-time and forecasted weather conditions. Knowing the \u201cWindows\u201d of when to spray based on winds, temperature, humidity, delta T and precipitation is critical for product efficacy. This can make the difference in several bushels of yield.<\/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-89bb739 elementor-widget elementor-widget-text-editor\" data-id=\"89bb739\" 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>Voice of a grower<\/h3><blockquote><p>\u201cExample:\u00a0<em><span style=\"font-family: 'Open Sans', sans-serif; font-size: 16px; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 200;\">Knowing the site-specific forecasts for any field reduces my risk and increases my management efficiency.<\/span><\/em><br style=\"font-style: normal;\" \/><em><span style=\"font-family: 'Open Sans', sans-serif; font-size: 16px; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 200;\">We spent about $4,000 on our iMETOS IoT weather solution and site-specific forecasting and earned money through better timing of seeding operations, workforce planning, an enhanced understanding of soil nutrients via root zone soil moisture and when are the best conditions to spray for pest and disease control and efficacy. Also, the impact of highly variable weather conditions (climate change) is forcing us to be more proactive in our management plan.<\/span><\/em>\u201d<\/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-253f62d elementor-widget elementor-widget-text-editor\" data-id=\"253f62d\" 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>Our return on investment is always higher than 10:1 based on the many tools available to us.<\/strong>\u201d<\/p><p>This ROI use case is available for\u00a0<span style=\"text-decoration: underline;\"><a href=\"\/wp-content\/uploads\/2023\/02\/ROI_Site-Specific-Weather-Forecasts-and.pdf\">download<\/a>.<\/span> Save it, read it when you have time, share it further.<\/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-365ec34 elementor-widget elementor-widget-spacer\" data-id=\"365ec34\" 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-276532e elementor-widget elementor-widget-button\" data-id=\"276532e\" 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\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>You cannot control the weather. But you can control how you respond to it. Use Case: Site-specific weather forecast and work planning tools The importance of weather forecast and work planning tools in agriculture is not something that\u2019s new, but it\u2019s something that many of the farmers take as a beneficial and helpful must-have, when [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":46209,"comment_status":"closed","ping_status":"open","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":"off","ocean_gallery_id":[],"footnotes":""},"categories":[2,154],"tags":[256,257,258,122,32,259,134,42,251,260,261,204,17,262,263],"class_list":["post-45605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-disease-control","tag-efficient-management","tag-imetos-3-3","tag-iot","tag-iot-solutions","tag-iot-weather-solutions","tag-irrigation","tag-lorain","tag-pest-control","tag-reduce-risks","tag-site-specific-forecasting","tag-weather-forecasting","tag-weather-station","tag-work-planning","tag-work-planning-tools","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Use Case: Site-specific weather forecast and work planning tools - METOS by Pessl Instruments<\/title>\n<meta name=\"description\" content=\"{:en}Read our new blog (ROI use case) on weather forecast and work planning tools. 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