{"id":48800,"date":"2022-11-28T09:01:49","date_gmt":"2022-11-28T09:01:49","guid":{"rendered":"https:\/\/dev.metos.global\/?p=48800"},"modified":"2023-06-21T08:02:37","modified_gmt":"2023-06-21T08:02:37","slug":"farm-weather-talk-001","status":"publish","type":"post","link":"https:\/\/metos.global\/pl\/farm-weather-talk-001\/","title":{"rendered":"Farm Weather Talk #001"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"48800\" class=\"elementor elementor-48800\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2891fdf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2891fdf\" 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-a742002\" data-id=\"a742002\" 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-ce37268 elementor-widget elementor-widget-heading\" data-id=\"ce37268\" 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\">Wszyscy rozmawiamy o pogodzie i w rzeczywisto\u015bci jest to pocz\u0105tek rozmowy dla wielu ludzi, a w rolnictwie jest to najcz\u0119\u015bciej rozmowa przy kawie. W rolnictwie wp\u0142yw pogody jest zazwyczaj kluczowym ryzykiem dla finansowego sukcesu lub pora\u017cki.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-978f47d elementor-widget elementor-widget-text-editor\" data-id=\"978f47d\" 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>Farm Weather Talk #001<\/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-76d0130 elementor-widget elementor-widget-text-editor\" data-id=\"76d0130\" 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>W produkcji na p\u00f3\u0142kuli p\u00f3\u0142nocnej odpowiada ona za a\u017c 70% niekontrolowanego ryzyka, z kt\u00f3rym rolnicy stykaj\u0105 si\u0119 ka\u017cdego roku, a ryzyko to ro\u015bnie wraz ze zmienno\u015bci\u0105 klimatu. Zastan\u00f3wmy si\u0119 nad tym, do 70% dochodu, kt\u00f3ry mamy, jest kontrolowany przez matk\u0119 natur\u0119, <span style=\"text-decoration: underline;\">\"<a href=\"\/pl\/weather-monitoring\/\">Pogoda<\/a>\"!<\/span><\/p><h3><strong>Co mo\u017cna zrobi\u0107 w kwestii wp\u0142ywu pogody na system produkcji rolnej?<\/strong><\/h3><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-52483 size-full\" src=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover.jpg\" alt=\"Pokrywa pogodowa\" width=\"1620\" height=\"711\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover.jpg 1620w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover-300x132.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover-1024x449.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover-768x337.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover-1536x674.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2023\/02\/Farm-Weather-Talk-001_cover-18x8.jpg 18w\" sizes=\"(max-width: 1620px) 100vw, 1620px\" \/><\/p><p>Musimy zrobi\u0107 co\u015b wi\u0119cej ni\u017c tylko o tym m\u00f3wi\u0107, ale w odpowiednim czasie zarz\u0105dza\u0107 skutkami, aby zmniejszy\u0107 ryzyko. W tym miejscu <strong>a <span style=\"text-decoration: underline;\"><a href=\"\/pl\/stations-dataloggers\/\">polowa stacja meteorologiczna<\/a><\/span><\/strong> lub urz\u0105dzenie IoT wchodzi w gr\u0119. Urz\u0105dzenie specyficzne dla danego miejsca mo\u017ce dostarczy\u0107 wiele informacji z pola, od temperatury, wilgotno\u015bci wzgl\u0119dnej, wilgotno\u015bci li\u015bci, opad\u00f3w, pr\u0119dko\u015bci\/kierunku wiatru, promieniowania s\u0142onecznego, temperatury\/wilgotno\u015bci gleby, ET, delta T, itp. w czasie zbli\u017conym do rzeczywistego.<\/p><p>Ok, brzmi to jak du\u017ca ilo\u015b\u0107 informacji, a co robimy z tym info?<\/p><ul><li>Informacje o temperaturze mog\u0105 nam dostarczy\u0107 <strong>szczeg\u00f3\u0142y dotycz\u0105ce potencja\u0142u mrozowego<\/strong>, <strong>stopniodni wegetacji do cel\u00f3w inscenizacji upraw<\/strong>oraz <strong>opad zapewnia<\/strong> mamy stron\u0119 poda\u017cow\u0105 r\u00f3wnania dla <strong>bilans wodny<\/strong> kt\u00f3re nap\u0119dzaj\u0105 wydajno\u015b\u0107 i skuteczno\u015b\u0107 produktu.<\/li><li><strong>ET<sub>0<\/sub><\/strong>\u00a0<strong>jest zapotrzebowaniem na wod\u0119<\/strong> strona r\u00f3wnania, kt\u00f3ra jest obliczana na podstawie temperatury, wilgotno\u015bci wzgl\u0119dnej, pr\u0119dko\u015bci wiatru i promieniowania s\u0142onecznego, czyli ilo\u015b\u0107 wody, kt\u00f3rej ro\u015blina potrzebuje w ka\u017cdej godzinie i dniu.<\/li><li><strong>Pr\u0119dko\u015b\u0107\/kierunek wiatru i delta T<\/strong> s\u0105 wa\u017cne we wszystkich <strong>aplikacje natryskowe<\/strong>.<\/li><li><strong>Temperatura, wilgotno\u015b\u0107 wzgl\u0119dna i wilgotno\u015b\u0107 li\u015bci nap\u0119dzaj\u0105 procesy chorobowe.<\/strong>.<\/li><\/ul><p>Jak wida\u0107, lista zastosowa\u0144 specyficznych dla danego pola jest obszerna, wi\u0119c zwrot z inwestycji w ka\u017cd\u0105 z tych kwestii zarz\u0105dzania jest wysoki.<\/p><p>Na przyk\u0142ad, <strong>ukierunkowanie plon\u00f3w na podstawie znanego zaopatrzenia w wod\u0119 gleby na danym polu mo\u017ce zwi\u0119kszy\u0107 zyski<\/strong> lub zmniejszenie wp\u0142ywu <span style=\"text-decoration: underline;\"><a href=\"\/pl\/disease-models\/\">choroba ro\u015blin<\/a><\/span> ci\u015bnienie mo\u017ce zachowa\u0107 plony, te kosztuj\u0105 dziesi\u0105tki tysi\u0119cy dolar\u00f3w w ka\u017cdym systemie uprawy polowej. Opr\u00f3cz tych korzy\u015bci, informacje z ka\u017cdego <span style=\"text-decoration: underline;\"><a href=\"\/pl\/sensors\/\">czujnik<\/a><\/span> mo\u017ce zosta\u0107 wys\u0142any jako alert informuj\u0105cy u\u017cytkownika o spe\u0142nieniu okre\u015blonych kryteri\u00f3w, np. wiatr z zachodu o pr\u0119dko\u015bci 20 km\/h.<\/p><p>Jak widzimy, korzy\u015b\u0107 z <span style=\"text-decoration: underline;\"><a href=\"\/pl\/stations-dataloggers\/\">terenowa stacja meteorologiczna dla danego miejsca<\/a><\/span> lub IoT <strong>urz\u0105dzenie mo\u017ce pom\u00f3c w zmniejszeniu wp\u0142ywu \"niekontrolowanego ryzyka\", na kt\u00f3re nara\u017ceni s\u0105 rolnicy na podstawie dotychczasowej pogody<\/strong>ale to tylko po\u0142owa rozwi\u0105za\u0144 pogodowych, druga cz\u0119\u015b\u0107 to prognoza. Tak, musimy przedyskutowa\u0107 <span style=\"text-decoration: underline;\"><a href=\"\/pl\/weather-forecast\/\">prognozy pogody<\/a><\/span>, poniewa\u017c przysz\u0142e skutki pogody na polu s\u0105 r\u00f3wnie wa\u017cne, je\u015bli nie wa\u017cniejsze, jak dotychczasowe warunki.<\/p><h3>\u00a0<\/h3><h3><strong>Ale sk\u0105d mamy dok\u0142adn\u0105 prognoz\u0119 pogody dla pola?<\/strong><\/h3><p>Obecnie, podobnie jak w wielu innych bran\u017cach, mo\u017cliwo\u015b\u0107 obliczania du\u017cych zbior\u00f3w danych jest coraz \u0142atwiejsza i szybsza. Dzi\u0119ki temu meteorolodzy mog\u0105 tworzy\u0107 konkretne prognozy, kt\u00f3re opieraj\u0105 si\u0119 na danych pogodowych ze stacji terenowej. Tak, dane ze stacji terenowej pomagaj\u0105 szturchn\u0105\u0107 i dostroi\u0107 prognoz\u0119. Dodatkowo, prognoza staje si\u0119 inteligentna dla pola, ale ucz\u0105c si\u0119 lokalnych warunk\u00f3w z pomoc\u0105 AI (sztucznej inteligencji).<\/p><p>Jest to dodatkowo wzbogacone o podej\u015bcie zespo\u0142owe, czyli wiele modeli wa\u017conych pod k\u0105tem wydajno\u015bci, do prognozowania. Co to wszystko oznacza? To znaczy, \u017ce teraz masz <span style=\"text-decoration: underline;\"><a href=\"\/pl\/weather-forecast\/\">prognoza dla poszczeg\u00f3lnych dziedzin<\/a><\/span> kt\u00f3ra jest aktualizowana co godzin\u0119 przez nast\u0119pne 7 dni, co jest bardzo dok\u0142adne (dok\u0142adno\u015b\u0107 om\u00f3wi\u0119 w innej ods\u0142onie Farm Weather Talk) i nie jest oparta na najbli\u017cszym mie\u015bcie, ale zbudowana na podstawie urz\u0105dzenia polowego.<\/p><p>Co wi\u0119c robimy z tymi prognozami dla poszczeg\u00f3lnych dziedzin?<\/p><ul><li>Po pierwsze, daj\u0105 nam wgl\u0105d w warunki dla wielu operacji terenowych, poprawiaj\u0105 gut check do decyzji, kt\u00f3re s\u0105 podejmowane, jak to, czy wiatry s\u0105 korzystne dla <span style=\"text-decoration: underline;\"><a href=\"\/pl\/spray-quality-assessment\/\">opryskiwanie<\/a><\/span> przez nast\u0119pne 24, 48 lub 72 godziny.<\/li><li>Prognozy s\u0105 r\u00f3wnie\u017c dodawane do narz\u0119dzi\/rozwi\u0105za\u0144 planowania pracy, takich jak okna siewu, ochrona ro\u015blin, warunki zbioru, mo\u017cliwo\u015b\u0107 uprawy, dost\u0119pno\u015b\u0107 pola i od\u017cywianie ro\u015blin. Rozwi\u0105zania te s\u0105 godzinnymi oknami na warunki dla ka\u017cdej operacji.<\/li><li>Prognozy dla poszczeg\u00f3lnych miejsc mog\u0105 by\u0107 r\u00f3wnie\u017c dodane do <a href=\"\/pl\/disease-models\/\"><span style=\"text-decoration: underline;\">modele ryzyka choroby<\/span><\/a>, kt\u00f3re nast\u0119pnie dostarczaj\u0105 prognozy przysz\u0142ych warunk\u00f3w na najbli\u017csze 24, 48 lub 72 godziny.<\/li><li>Oczywi\u015bcie przewidywanie plon\u00f3w mo\u017ce by\u0107 r\u00f3wnie\u017c oparte na przysz\u0142ej prognozie, ale w tym przypadku wykorzystuje si\u0119 prognoz\u0119 dostosowan\u0105 do pory roku, aby oszacowa\u0107 potencjaln\u0105 poda\u017c wody do przewidywania plon\u00f3w w sezonie wegetacyjnym.<\/li><\/ul><p>Decyduj\u0105c si\u0119 na zakup stacji pogodowej lub urz\u0105dzenia IoT do swojego gospodarstwa\/pol\u00f3w, zawsze nale\u017cy uwzgl\u0119dni\u0107 <span style=\"text-decoration: underline;\"><a href=\"\/pl\/weather-forecast\/\">prognoza pogody dla danego miejsca<\/a><\/span>. O stacji i prognozie nale\u017cy my\u015ble\u0107 jak o ma\u015ble orzechowym i galaretce, id\u0105 one w parze przy podejmowaniu decyzji dotycz\u0105cych zarz\u0105dzania gospodarstwem.<\/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-2a4b022 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2a4b022\" 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-ce21890 elementor-widget elementor-widget-spacer\" data-id=\"ce21890\" 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-50c5e5d elementor-widget elementor-widget-text-editor\" data-id=\"50c5e5d\" 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><em>O Autorze:<\/em><br \/>Guy Ash przez ostatnie 30 lat pracowa\u0142 jako agrometeorolog i specjalista ds. nauki obserwacji Ziemi. Obecnie pe\u0142ni funkcj\u0119 Global Training and Key Accounts Manager w Kanadzie w firmie Pessl Instruments z Austrii. Pessl Instrument jest firm\u0105 IoT, kt\u00f3ra produkuje sprz\u0119t (loggery i czujniki) i rozwi\u0105zania programowe, kt\u00f3re s\u0105 skoncentrowane na sektorze rolniczym. Pracujemy w ponad 85 krajach i mamy ponad 70 000 urz\u0105dze\u0144 i 700 000 czujnik\u00f3w wdro\u017conych w szerokim zakresie zastosowa\u0144 w rolnictwie: zarz\u0105dzanie chorobami, nawadnianie, wilgotno\u015b\u0107 gleby, pu\u0142apki na owady, kamery upraw, stacje pogodowe, \u017cyzno\u015b\u0107 gleby itp. Jedn\u0105 z jego r\u00f3l jest zapewnienie globalnego szkolenia dla obszernej listy rozwi\u0105za\u0144 IoT dla szerokiej gamy upraw - ry\u017cu, pszenicy, soi, pomara\u0144czy, kukurydzy, canoli, pasz, winogron, owoc\u00f3w i warzyw itp.<\/p><p><img decoding=\"async\" class=\"wp-image-49142 size-full aligncenter lazyload\" data-src=\"https:\/\/www.metos.global\/wp-content\/uploads\/2022\/11\/Avatar-Guy.png\" alt=\"Avatar-Guy\" width=\"150\" height=\"150\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2022\/11\/Avatar-Guy.png 150w, https:\/\/metos.global\/wp-content\/uploads\/2022\/11\/Avatar-Guy-12x12.png 12w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/150;\" \/><\/p><center>Guy Ash,<\/center><center>METOS<sup>\u00ae<\/sup> Globalny kierownik ds. szkole\u0144<\/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-97d8d65 elementor-widget elementor-widget-button\" data-id=\"97d8d65\" 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=\"\/pl\/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\">POWR\u00d3T DO WSZYSTKICH WPIS\u00d3W NA BLOGU<\/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>We all talk about the weather and in fact it\u2019s a conversation starter for many people and in farming it\u2019s more often than not the talk around coffee. In farming, weather impacts are usually the key risk for financial success or failure. Farm Weather Talk #001 In northern hemisphere production, it\u2019s responsible for up to [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":49029,"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":[385,387,384,388,400,389,390,398,32,259,392,16,401,397,393,391,316,394,396,395,399,322,205,383,402],"class_list":["post-48800","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-climate-changes","tag-climate-variability","tag-farm-management","tag-farming-production-systems","tag-field-accessibility","tag-frost-potential","tag-growing-degree-days","tag-harvest-conditions","tag-iot-solutions","tag-iot-weather-solutions","tag-leaf-wetness","tag-pessl-instruments","tag-plant-nutrition","tag-plant-protection","tag-precipitation","tag-relative-humidity","tag-soil-temperature","tag-solar-radiation","tag-sowing-windows","tag-spray-applications","tag-tillage-ability","tag-weather-forecast","tag-weather-monitoring","tag-weather-monitoring-devices","tag-yield-prediction","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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