{"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\/tr\/farm-weather-talk-001\/","title":{"rendered":"\u00c7iftlik Hava Durumu Konu\u015fmas\u0131 #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\">Hepimiz hava durumu hakk\u0131nda konu\u015furuz ve asl\u0131nda bu bir\u00e7ok insan i\u00e7in bir sohbet ba\u015flat\u0131c\u0131d\u0131r ve \u00e7ift\u00e7ilikte kahve etraf\u0131nda konu\u015fulandan daha s\u0131k de\u011fildir. \u00c7ift\u00e7ilikte, hava durumu etkileri genellikle finansal ba\u015far\u0131 veya ba\u015far\u0131s\u0131zl\u0131k i\u00e7in temel risktir.<\/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>\u00c7iftlik Hava Durumu Konu\u015fmas\u0131 #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>Kuzey yar\u0131mk\u00fcredeki \u00fcretimde, \u00e7ift\u00e7ilerin her y\u0131l kar\u015f\u0131 kar\u015f\u0131ya kald\u0131\u011f\u0131 kontrol edilemeyen riskin 70%'sinden sorumludur ve bu risk iklim de\u011fi\u015fkenli\u011fi ile birlikte artmaktad\u0131r. Bir d\u00fc\u015f\u00fcnelim, sahip oldu\u011fumuz gelirin 70%'si do\u011fa ana taraf\u0131ndan kontrol ediliyor, <span style=\"text-decoration: underline;\">\"<a href=\"\/tr\/weather-monitoring\/\">Hava Durumu<\/a>\"!<\/span><\/p><h3><strong>Peki, hava ko\u015fullar\u0131n\u0131n bir tar\u0131msal \u00fcretim sistemi \u00fczerindeki etkileri konusunda neler yap\u0131labilir?<\/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=\"Weather_cover\" 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>Bu konuda konu\u015fmaktan daha fazlas\u0131n\u0131 yapmal\u0131 ve riski azaltmak i\u00e7in etkileri zaman\u0131nda y\u00f6netmeliyiz. \u0130\u015fte bu noktada <strong>a <span style=\"text-decoration: underline;\"><a href=\"\/tr\/stations-dataloggers\/\">sahaya \u00f6zel meteoroloji\u0307 i\u0307stasyonu<\/a><\/span><\/strong> veya IoT cihaz\u0131 devreye girer. Sahaya \u00f6zel cihaz, sahadan s\u0131cakl\u0131k, ba\u011f\u0131l nem, yaprak \u0131slakl\u0131\u011f\u0131, ya\u011f\u0131\u015f, r\u00fczgar h\u0131z\u0131\/y\u00f6n\u00fc, g\u00fcne\u015f radyasyonu, toprak s\u0131cakl\u0131\u011f\u0131\/nemi, ET, delta T, vb. gibi \u00e7ok say\u0131da bilgiyi neredeyse ger\u00e7ek zamanl\u0131 olarak sa\u011flayabilir.<\/p><p>Tamam, kula\u011fa \u00e7ok fazla bilgi gibi geliyor, peki bu bilgilerle ne yapaca\u011f\u0131z?<\/p><ul><li>S\u0131cakl\u0131k bilgisi bize \u015funlar\u0131 sa\u011flayabilir <strong>don potansi\u0307yeli\u0307ne i\u0307li\u0307\u015fki\u0307n detaylar<\/strong>, <strong>\u00fcr\u00fcn evrelemesi i\u00e7in b\u00fcy\u00fcme derecesi g\u00fcnleri<\/strong>ve <strong>ya\u011f\u0131\u015f sa\u011flar<\/strong> i\u00e7in denklemin arz taraf\u0131 ile bize <strong>su dengesi<\/strong> verimlili\u011fi ve \u00fcr\u00fcn etkinli\u011fini art\u0131r\u0131r.<\/li><li><strong>ET<sub>0<\/sub><\/strong>\u00a0<strong>su talebidir<\/strong> Denklemin s\u0131cakl\u0131k, ba\u011f\u0131l nem, r\u00fczgar h\u0131z\u0131 ve g\u00fcne\u015f radyasyonu ile hesaplanan taraf\u0131 veya bitkinin her saat ve g\u00fcnde ihtiya\u00e7 duydu\u011fu su miktar\u0131.<\/li><li><strong>R\u00fczgar h\u0131z\u0131\/y\u00f6n\u00fc ve delta T<\/strong> t\u00fcm\u00fcnde \u00f6nemlidir <strong>sprey uygulamalar\u0131<\/strong>.<\/li><li><strong>S\u0131cakl\u0131k, ba\u011f\u0131l nem ve yaprak \u0131slakl\u0131\u011f\u0131 hastal\u0131k s\u00fcre\u00e7lerini y\u00f6nlendirir<\/strong>.<\/li><\/ul><p>G\u00f6rd\u00fc\u011f\u00fcn\u00fcz gibi, sahaya \u00f6zg\u00fc uygulamalar\u0131n listesi \u00e7ok geni\u015ftir, dolay\u0131s\u0131yla bu y\u00f6netim konular\u0131ndan herhangi biri i\u00e7in yat\u0131r\u0131m\u0131n geri d\u00f6n\u00fc\u015f\u00fc y\u00fcksektir.<\/p><p>\u00d6rne\u011fin, <strong>Tarlaya \u00f6zg\u00fc bilinen toprak su kayna\u011f\u0131na dayal\u0131 verimi hedeflemek getiriyi art\u0131rabilir<\/strong> veya etkisini azaltmak <span style=\"text-decoration: underline;\"><a href=\"\/tr\/disease-models\/\">bitki hastal\u0131\u011f\u0131<\/a><\/span> bas\u0131n\u00e7 verimi koruyabilir, bunlar herhangi bir tarla \u00e7ift\u00e7ili\u011fi sisteminde on binlerce dolara mal olur. Bu faydalara ek olarak, her birinden gelen bilgiler <span style=\"text-decoration: underline;\"><a href=\"\/tr\/sensors\/\">sens\u00f6r<\/a><\/span> tan\u0131mlanm\u0131\u015f bir kriterin kar\u015f\u0131land\u0131\u011f\u0131n\u0131 kullan\u0131c\u0131ya bildirmek i\u00e7in bir uyar\u0131 olarak g\u00f6nderilebilir, \u00f6rne\u011fin bat\u0131dan saatte 20 km h\u0131zla esen r\u00fczgarlar.<\/p><p>G\u00f6rd\u00fc\u011f\u00fcm\u00fcz gibi, bir <span style=\"text-decoration: underline;\"><a href=\"\/tr\/stations-dataloggers\/\">sahaya \u00f6zel meteoroloji istasyonu<\/a><\/span> veya IoT <strong>cihaz\u0131, bug\u00fcne kadarki hava durumuna ba\u011fl\u0131 olarak \u00e7ift\u00e7ilerin kar\u015f\u0131 kar\u015f\u0131ya kald\u0131\u011f\u0131 \"Kontrol Edilemeyen Risk\" etkilerinin azalt\u0131lmas\u0131na yard\u0131mc\u0131 olabilir<\/strong>Ancak bu hava durumu \u00e7\u00f6z\u00fcm\u00fcn\u00fcn sadece yar\u0131s\u0131d\u0131r, di\u011fer k\u0131sm\u0131 ise hava tahminidir. Evet, tart\u0131\u015fmam\u0131z gerekiyor <span style=\"text-decoration: underline;\"><a href=\"\/tr\/weather-forecast\/\">hava tahmi\u0307nleri\u0307<\/a><\/span>\u00c7\u00fcnk\u00fc hava ko\u015fullar\u0131n\u0131n saha \u00fczerinde gelecekte yarataca\u011f\u0131 etkiler, en az o g\u00fcne kadarki ko\u015fullar kadar, hatta daha da \u00f6nemlidir.<\/p><h3>\u00a0<\/h3><h3><strong>Peki bir saha i\u00e7in do\u011fru hava tahminini nas\u0131l yapabiliriz?<\/strong><\/h3><p>G\u00fcn\u00fcm\u00fczde, di\u011fer bir\u00e7ok sekt\u00f6rde oldu\u011fu gibi, b\u00fcy\u00fck veri k\u00fcmelerini hesaplama yetene\u011fi daha kolay ve daha h\u0131zl\u0131 hale gelmektedir. Bu da meteoroloji uzmanlar\u0131n\u0131n sahaya \u00f6zel istasyondan gelen hava durumu verilerine dayanan spesifik tahminler olu\u015fturmas\u0131na olanak tan\u0131yor. Evet, saha istasyonundan gelen veriler tahmini y\u00f6nlendirmeye ve ayarlamaya yard\u0131mc\u0131 oluyor. Buna ek olarak, tahmin saha i\u00e7in ak\u0131ll\u0131 hale gelir, ancak AI (Yapay Zeka) yard\u0131m\u0131yla yerel ko\u015fullar\u0131 \u00f6\u011frenir.<\/p><p>Bu, tahmin i\u00e7in performans i\u00e7in a\u011f\u0131rl\u0131kland\u0131r\u0131lm\u0131\u015f \u00e7oklu modeller olan bir topluluk yakla\u015f\u0131m\u0131 ile daha da geli\u015ftirilmi\u015ftir. T\u00fcm bunlar ne anlama geliyor? Bu, art\u0131k elinizde bir <span style=\"text-decoration: underline;\"><a href=\"\/tr\/weather-forecast\/\">sahaya \u00f6zel tahmin<\/a><\/span> \u00d6n\u00fcm\u00fczdeki 7 g\u00fcn i\u00e7in saatlik olarak g\u00fcncellenen ve son derece do\u011fru olan (do\u011frulu\u011fu ba\u015fka bir \u00c7iftlik Hava Durumu Konu\u015fmas\u0131 b\u00f6l\u00fcm\u00fcnde tart\u0131\u015faca\u011f\u0131m) ve en yak\u0131n \u015fehre g\u00f6re de\u011fil, tarla cihaz\u0131n\u0131za g\u00f6re olu\u015fturulmu\u015f.<\/p><p>Peki, bu alana \u00f6zg\u00fc tahminlerle ne yapaca\u011f\u0131z?<\/p><ul><li>Birincisi, bize bir\u00e7ok saha operasyonu i\u00e7in ko\u015fullar hakk\u0131nda fikir verirler, al\u0131nan kararlara i\u00e7g\u00fcd\u00fcsel bir kontrol sa\u011flarlar, \u00f6rne\u011fin r\u00fczgarlar <span style=\"text-decoration: underline;\"><a href=\"\/tr\/spray-quality-assessment\/\">P\u00fcsk\u00fcrtme<\/a><\/span> \u00f6n\u00fcm\u00fczdeki 24, 48 veya 72 saat i\u00e7inde.<\/li><li>Tahminler ayr\u0131ca ekim pencereleri, bitki koruma, hasat ko\u015fullar\u0131, toprak i\u015fleme kabiliyeti, tarla eri\u015filebilirli\u011fi ve bitki besleme gibi i\u015f planlama ara\u00e7lar\u0131na\/\u00e7\u00f6z\u00fcmlerine de eklenir. Bu \u00e7\u00f6z\u00fcmler, her bir operasyon i\u00e7in ko\u015fullara saatlik pencerelerdir.<\/li><li>Sahaya \u00f6zel tahminler de a\u015fa\u011f\u0131daki tabloya eklenebilir <a href=\"\/tr\/disease-models\/\"><span style=\"text-decoration: underline;\">hastal\u0131k risk modelleri<\/span><\/a>Bunlar daha sonra \u00f6n\u00fcm\u00fczdeki 24, 48 veya 72 saatin gelecekteki ko\u015fullar\u0131na ili\u015fkin bir tahmin sa\u011flar.<\/li><li>Elbette, verim tahmini gelecekteki bir tahmine de dayanabilir, ancak bu, b\u00fcy\u00fcme mevsimi boyunca verim tahmini i\u00e7in potansiyel su arz\u0131n\u0131n tahminini yapmak i\u00e7in mevsimsel olarak ayarlanm\u0131\u015f bir tahmin kullan\u0131r.<\/li><\/ul><p>\u00c7iftli\u011finiz\/tarlalar\u0131n\u0131z i\u00e7in bir meteoroloji istasyonu veya IoT cihaz\u0131 sat\u0131n almaya karar verirken, her zaman <span style=\"text-decoration: underline;\"><a href=\"\/tr\/weather-forecast\/\">sahaya \u00f6zel hava durumu tahmini<\/a><\/span>. \u0130stasyon ve tahmin, f\u0131st\u0131k ezmesi ve j\u00f6le gibi d\u00fc\u015f\u00fcn\u00fclmelidir, \u00e7iftlik y\u00f6netimi kararlar\u0131yla el ele giderler.<\/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>Yazar Hakk\u0131nda:<\/em><br \/>Guy Ash, son 30 y\u0131ld\u0131r tar\u0131msal meteorolog ve yer g\u00f6zlem bilimi uzman\u0131 olarak \u00e7al\u0131\u015fmaktad\u0131r. \u015eu anda Pessl Instruments, Avusturya'n\u0131n Kanada'daki K\u00fcresel E\u011fitim ve Kilit Hesaplar M\u00fcd\u00fcr\u00fcd\u00fcr. Pessl Instrument, tar\u0131m sekt\u00f6r\u00fcne odaklanan donan\u0131m (kaydediciler ve sens\u00f6rler) ve yaz\u0131l\u0131m \u00e7\u00f6z\u00fcmleri \u00fcreten bir IoT \u015firketidir. 85'ten fazla \u00fclkede \u00e7al\u0131\u015f\u0131yoruz ve \u00e7ok \u00e7e\u015fitli tar\u0131m uygulamalar\u0131 i\u00e7in konu\u015fland\u0131r\u0131lm\u0131\u015f 70.000'den fazla cihaz ve 700.000 sens\u00f6r\u00fcm\u00fcz var: hastal\u0131k y\u00f6netimi, sulama, toprak nemi, b\u00f6cek tuzaklar\u0131, mahsul kameralar\u0131, meteoroloji istasyonlar\u0131, toprak verimlili\u011fi vb. G\u00f6revlerinden biri de pirin\u00e7, bu\u011fday, soya fasulyesi, portakal, m\u0131s\u0131r, kanola, yem, \u00fcz\u00fcm, meyve ve sebze gibi \u00e7ok \u00e7e\u015fitli \u00fcr\u00fcnlere y\u00f6nelik kapsaml\u0131 bir IoT \u00e7\u00f6z\u00fcmleri listesi i\u00e7in k\u00fcresel e\u011fitim sa\u011flamakt\u0131r.<\/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-Adam\" 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> K\u00fcresel E\u011fitim M\u00fcd\u00fcr\u00fc<\/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=\"\/tr\/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\">T\u00dcM BLOG GIRDILERINE GERI D\u00d6N<\/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 v27.6 - 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