{"id":61917,"date":"2025-02-05T10:16:18","date_gmt":"2025-02-05T10:16:18","guid":{"rendered":"https:\/\/metos.global\/?p=61917"},"modified":"2025-02-06T11:59:57","modified_gmt":"2025-02-06T11:59:57","slug":"in-field-variability","status":"publish","type":"post","link":"https:\/\/metos.global\/tr\/in-field-variability\/","title":{"rendered":"Hava Durumu - \u00c7ift\u00e7ilikte Zor Olan De\u011fi\u015fkenliktir"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"61917\" class=\"elementor elementor-61917\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9705e16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9705e16\" 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-a98aa19\" data-id=\"a98aa19\" 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-05a6107 elementor-widget elementor-widget-text-editor\" data-id=\"05a6107\" 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>Hava Durumu - \u00c7ift\u00e7ilikte Zor Olan De\u011fi\u015fkenliktir<\/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-e2ebd69 elementor-widget elementor-widget-heading\" data-id=\"e2ebd69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">B\u00d6L\u00dcM I<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6cbec4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c6cbec4\" 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-566682e elementor-widget elementor-widget-text-editor\" data-id=\"566682e\" 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><b>Yazar:<\/b><span style=\"font-weight: 400;\"> Guy Ash, K\u00fcresel E\u011fitim M\u00fcd\u00fcr\u00fc, Pessl Instruments<\/span><\/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-6e1a998 elementor-widget elementor-widget-text-editor\" data-id=\"6e1a998\" 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>Kuzeydeki b\u00fcy\u00fck ovalarda kurak arazi \u00fcretimi i\u00e7in, bir \u00e7ift\u00e7inin kar\u015f\u0131 kar\u015f\u0131ya oldu\u011fu kontrols\u00fcz riskin 70%'ye kadar\u0131 hava ko\u015fullar\u0131ndan kaynaklanmaktad\u0131r - evet 70%. Ya da ba\u015fka bir deyi\u015fle, gelirinizin 70%'si risk alt\u0131ndad\u0131r. Hepimiz hava ko\u015fullar\u0131n\u0131n (\u00f6rne\u011fin r\u00fczgar h\u0131z\u0131\/y\u00f6n\u00fc, ya\u011f\u0131\u015f, yaprak \u0131slakl\u0131\u011f\u0131, toprak nemi ve s\u0131cakl\u0131\u011f\u0131) mesafelere veya co\u011frafyaya g\u00f6re de\u011fi\u015fti\u011fini biliyoruz, ancak bunlar\u0131n \u00e7iftlik faaliyetleri \u00fczerindeki etkisi \u00e7ok b\u00fcy\u00fckt\u00fcr.  Ancak tarla i\u00e7i de\u011fi\u015fkenli\u011fin de \u00f6nemli olabilece\u011fini biliyor muyuz? <strong>Bu mekansal de\u011fi\u015fkenlik bir \u00e7iftlikteki g\u00fcnl\u00fck operasyonlar\u0131 nas\u0131l etkiler?<\/strong>\u00a0<\/p><p><i>Bu anla\u015fmada <strong>\u00c7iftlik Hava Durumu Konu\u015fmas\u0131<\/strong>'de, hava durumunun mekansal de\u011fi\u015fkenli\u011fine (bug\u00fcne kadarki ko\u015fullar ve tahminler) ve bunun bir dizi \u00e7iftlik y\u00f6netimi karar\u0131 \u00fczerindeki etkisine daha yak\u0131ndan bakaca\u011f\u0131z: \u00f6rne\u011fin, tohumlama, verimlilik, hastal\u0131klar, sulama y\u00f6netimi, verim, i\u015f planlamas\u0131 ve hasat ko\u015fullar\u0131.<\/i><\/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-bad85aa elementor-widget elementor-widget-image\" data-id=\"bad85aa\" 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\/2025\/02\/Weather-Its-the-Variability_cover-1024x449.png\" class=\"attachment-large size-large wp-image-62007\" alt=\"\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Weather-Its-the-Variability_cover.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-cb4a7cb elementor-widget elementor-widget-spacer\" data-id=\"cb4a7cb\" 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-63e7ecb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"63e7ecb\" 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-0adfab3 elementor-widget elementor-widget-spacer\" data-id=\"0adfab3\" 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-efa2c20 elementor-widget elementor-widget-text-editor\" data-id=\"efa2c20\" 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><b>G\u0130R\u0130\u015e<\/b><\/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-0289203 elementor-widget elementor-widget-text-editor\" data-id=\"0289203\" 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>Ne zaman bir \u00e7ift\u00e7i kafeye gelse, konu bir noktada hava durumuna gelir. \"<i>Ne kadar ya\u011fmur ald\u0131n\u0131z? 1 in\u00e7 (25 mm), ben 2 in\u00e7 (50 mm) ald\u0131m<\/i>.\"<\/p><p>G\u00fcnl\u00fck operasyonlar\u0131 etkileyen ve \u00e7iftlik operasyonlar\u0131na \u00f6nemli maliyetler veya faydalar ekleyebilen mekansal de\u011fi\u015fkenliktir. <b>Birinci<\/b>\u015eimdi \u00e7e\u015fitli hava parametrelerine ve bunlar\u0131n co\u011frafyaya g\u00f6re nas\u0131l de\u011fi\u015fti\u011fine bakal\u0131m. Hava parametrelerinin kirlilik ve \u015fehirlerin in\u015fas\u0131, toprak tipi\/dokusu, suyun \u00fcr\u00fcne yak\u0131nl\u0131\u011f\u0131, bitki \u00f6rt\u00fcs\u00fc, enlem ve topografya gibi insan arazi kullan\u0131m\u0131ndan etkilenebilece\u011fi iyi bilinmektedir, ancak bu varyasyonlar\u0131n \u00fcr\u00fcn y\u00f6netimi \u00fczerindeki etkisi nedir?<\/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-ea455fd elementor-widget elementor-widget-image\" data-id=\"ea455fd\" 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=\"712\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision-1024x712.png\" class=\"attachment-large size-large wp-image-61920 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision-1024x712.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision-300x209.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision-768x534.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Farmer-looking-at-the-data.-Having-real-time-site-specific-sensors-can-help-make-a-better-informed-decision.png 1251w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/712;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resimdeki: \u00c7ift\u00e7i verilere bak\u0131yor. Sahaya \u00f6zg\u00fc ger\u00e7ek zamanl\u0131 sens\u00f6rlere sahip olmak, daha bilin\u00e7li kararlar al\u0131nmas\u0131na yard\u0131mc\u0131 olabilir.<\/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<div class=\"elementor-element elementor-element-e0d6aba elementor-widget elementor-widget-spacer\" data-id=\"e0d6aba\" 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-2f63963 elementor-widget elementor-widget-text-editor\" data-id=\"2f63963\" 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>Genel anlamda, her bir hava durumu parametresi (s\u0131cakl\u0131k, ba\u011f\u0131l nem, ya\u011f\u0131\u015f, g\u00fcne\u015f enerjisi, r\u00fczgar h\u0131z\u0131\/y\u00f6n\u00fc, toprak nemi ve s\u0131cakl\u0131\u011f\u0131, yaprak \u0131slakl\u0131\u011f\u0131) co\u011frafya, kurulum y\u00fckseklikleri ve konumlar\u0131ndaki de\u011fi\u015fikliklerden farkl\u0131 \u015fekilde etkilenir. Farm Weather Talk'un bu say\u0131s\u0131ndan \u00e7\u0131karabilece\u011fimiz \u00f6nemli mesaj \u015fudur<b> Hava durumunun saha y\u00f6netimi \u00fczerindeki etkisini anlamak istiyorsan\u0131z, hava durumu bilgilerine ve sahadan bir tahmine sahip olman\u0131z gerekir<\/b>.<\/p><p>Meteorolojinin hatal\u0131 olmas\u0131n\u0131n ve y\u00f6netim kararlar\u0131 i\u00e7in \u00e7ift\u00e7iler taraf\u0131ndan g\u00fcvenilmemesinin nedeni budur. Hava durumunun mekansal de\u011fi\u015fkenli\u011fi ve bunun tohumlama, verimlilik, ila\u00e7lama, hastal\u0131k geli\u015fimi, hasat ve verim \u00fczerindeki etkisi, bilgilerin ilgili\/do\u011fru olmas\u0131 i\u00e7in tarla d\u00fczeyinde IoT cihazlar\u0131 gerektirir ve bu konu\u015fmada bunun neden gerekli oldu\u011funu a\u00e7\u0131k\u00e7a g\u00f6receksiniz.<\/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-eed08d8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"eed08d8\" 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-f8434c7 elementor-widget elementor-widget-spacer\" data-id=\"f8434c7\" 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-33aec1b elementor-widget elementor-widget-text-editor\" data-id=\"33aec1b\" 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><b>YA\u011eI\u015e: BITKI GELI\u015eIMINI, BESIN ALIMINI, \u00dcR\u00dcN BIRIKIMINI, VERIMI, KALITEYI VE TARLA OPERASYONLARINI ETKILER<\/b><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6738588 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6738588\" 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-28c4e68\" data-id=\"28c4e68\" 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-fb696f6 elementor-widget elementor-widget-text-editor\" data-id=\"fb696f6\" 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>Ya\u011f\u0131\u015f, y\u00fcksekli\u011fe ve hava olay\u0131n\u0131n t\u00fcr\u00fcne (yerel f\u0131rt\u0131nalardan daha yayg\u0131n sinoptik f\u0131rt\u0131nalara) ba\u011fl\u0131 olarak olduk\u00e7a de\u011fi\u015fkendir. Su buhar\u0131 y\u00fckselmeye zorland\u0131k\u00e7a yo\u011funla\u015f\u0131r ve sonunda bulutlar\u0131 ve ard\u0131ndan ya\u011f\u0131\u015f\u0131 olu\u015fturur. Hareketli f\u0131rt\u0131nalardan yama\u00e7 yukar\u0131 olan b\u00f6lgeler daha y\u00fcksek ya\u011f\u0131\u015f olaylar\u0131na sahip olma e\u011filimindedir.<\/p><p>Bu durum, k\u0131y\u0131 b\u00f6lgelerinde ya da yukar\u0131 e\u011fimli hareket eden veya geriye do\u011fru e\u011fimli hareket etmeye zorlanan f\u0131rt\u0131nalar\u0131n oldu\u011fu b\u00f6lgelerde bile meydana gelebilir. B\u00fcy\u00fck ovalar\u0131n bir\u00e7ok b\u00f6lgesinde, b\u00fcy\u00fcme mevsimi boyunca ya\u011f\u0131\u015flar yerel f\u0131rt\u0131nalardan veya g\u00f6k g\u00fcr\u00fclt\u00fcl\u00fc f\u0131rt\u0131nalardan d\u00fc\u015fer.<\/p><p><strong>Bu f\u0131rt\u0131nalar\u0131n yerel do\u011fas\u0131, \u00e7ok yerel ve potansiyel olarak a\u011f\u0131r ya\u011f\u0131\u015f miktarlar\u0131yla sonu\u00e7lan\u0131r<\/strong>. Bir tarlada 6 mm (\u00bc in\u00e7) de\u011ferine rastlan\u0131rken, 1 1\u20442 km (1 mil) uzakl\u0131ktaki bir tarlada 30 mm (1 1\u20444 in\u00e7) de\u011ferine rastlanmas\u0131 nadir de\u011fildir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-65cd5b6\" data-id=\"65cd5b6\" 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-a69c8e7 elementor-widget elementor-widget-image\" data-id=\"a69c8e7\" 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=\"307\" height=\"489\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Weather-station-and-an-AI-camera.png\" class=\"attachment-large size-large wp-image-61921 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Weather-station-and-an-AI-camera.png 307w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Weather-station-and-an-AI-camera-188x300.png 188w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Weather-station-and-an-AI-camera-8x12.png 8w\" data-sizes=\"(max-width: 307px) 100vw, 307px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 307px; --smush-placeholder-aspect-ratio: 307\/489;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resimdeki: Hava durumu istasyonu ve yapay zeka kameras\u0131<\/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-2f6a7a7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2f6a7a7\" 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-cc4add1 elementor-widget elementor-widget-spacer\" data-id=\"cc4add1\" 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-06d921f elementor-widget elementor-widget-text-editor\" data-id=\"06d921f\" 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><b>VER\u0130M \u00c7ALI\u015eMASI<\/b><\/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-84233ab elementor-widget elementor-widget-text-editor\" data-id=\"84233ab\" 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>Bir \u00f6rnek olarak, <strong>d\u00f6rt IoT cihaz\u0131<\/strong> Ya\u011f\u0131\u015f \u00f6l\u00e7\u00fcm\u00fc bir verim \u00e7al\u0131\u015fmas\u0131nda kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131 ve hepsi<strong> 6 ila 10 km (3,6 ila 6,2 mil) aral\u0131klarla<\/strong>.<\/p><p>M\u0131s\u0131r tarlas\u0131n\u0131n hemen yan\u0131nda bulunan IoT cihaz\u0131 2 May\u0131s'tan 2 Eyl\u00fcl'e kadar toplamda yakla\u015f\u0131k 162 mm (6,4 in\u00e7) ya\u011f\u0131\u015f alm\u0131\u015ft\u0131r; bu da uzun vadeli normal de\u011fer olan 312 mm'nin (12,3 in\u00e7) olduk\u00e7a alt\u0131ndad\u0131r. Tarlan\u0131n hemen bat\u0131s\u0131ndaki (yakla\u015f\u0131k 6 km, 3,6 mil) IoT cihaz\u0131 ayn\u0131 d\u00f6nemde 169 mm (6,6 in\u00e7) ya\u011f\u0131\u015f al\u0131rken, daha bat\u0131daki (yakla\u015f\u0131k 10 km, 6 mil) IoT cihaz\u0131 234 mm (9,1 in\u00e7) ve tarlan\u0131n g\u00fcneybat\u0131s\u0131ndaki (yakla\u015f\u0131k 8 km, 5 mil) IoT cihaz\u0131 200 mm (7,9 in\u00e7) ya\u011f\u0131\u015f alm\u0131\u015ft\u0131r.<\/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-84b250d elementor-widget elementor-widget-image\" data-id=\"84b250d\" 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=\"610\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1024x610.png\" class=\"attachment-large size-large wp-image-61922 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1024x610.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-300x179.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-768x457.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1536x915.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field.png 1600w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/610;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resimdeki: IoT Cihazlar\u0131 taraf\u0131ndan ayn\u0131 tarlan\u0131n farkl\u0131 konumlar\u0131nda \u00f6l\u00e7\u00fclen ya\u011f\u0131\u015f miktar\u0131<\/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<div class=\"elementor-element elementor-element-c00dcdb elementor-widget elementor-widget-image\" data-id=\"c00dcdb\" 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=\"620\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1024x620.jpg\" class=\"attachment-large size-large wp-image-61923 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1024x620.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-300x182.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-768x465.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-1536x930.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field-18x12.jpg 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/Precipitation-measured-by-IoT-Devices-at-different-locations-of-the-same-field.jpg 1600w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/620;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39c9772 elementor-widget elementor-widget-spacer\" data-id=\"39c9772\" 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-67f61ba elementor-widget elementor-widget-text-editor\" data-id=\"67f61ba\" 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>Bu durum ya\u011f\u0131\u015ftaki b\u00fcy\u00fck mekansal de\u011fi\u015fkenli\u011fi a\u00e7\u0131k\u00e7a g\u00f6stermektedir (<strong>Bu \u00e7al\u0131\u015fmada kullan\u0131lan IoT cihazlar\u0131 aras\u0131nda 72 mm veya yakla\u015f\u0131k 3 in\u00e7<\/strong>) ve Kanada Bozk\u0131rlar\u0131nda tarla i\u00e7i IoT cihazlar\u0131na duyulan ihtiya\u00e7 <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/tr\/yield-prediction\/\">verim tahmini<\/a><\/span> ya da herhangi bir \u00fcr\u00fcn analizi. Bunu ba\u015fka bir \u015fekilde ifade etmek gerekirse, ya\u011f\u0131\u015f toplamlar\u0131ndaki fark yakla\u015f\u0131k <strong>M\u0131s\u0131r veriminde 15 ila 35 bu\/acre fark<\/strong>. $5 m\u0131s\u0131rda bu, ya\u011f\u0131\u015ftaki de\u011fi\u015fkenli\u011fe ba\u011fl\u0131 olarak br\u00fct gelirde d\u00f6n\u00fcm ba\u015f\u0131na $75 - $175 fark anlam\u0131na gelir.<\/p><p>Bulundu\u011fum yere 1 saat 10 dakika i\u00e7inde 90 mm (yakla\u015f\u0131k 3 \u00bd in\u00e7) ya\u011f\u0131\u015f b\u0131rakan bir f\u0131rt\u0131nay\u0131 bizzat ya\u015fad\u0131m, havaalan\u0131 ise <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/tr\/stations-dataloggers\/\">hava durumu istasyonu<\/a><\/span> (12 km veya 7 mil uzakl\u0131kta) 13 mm (\u00bd in\u00e7) ya\u011f\u0131\u015f kaydetmi\u015ftir (a\u015fa\u011f\u0131daki resimler). Bu de\u011fi\u015fkenli\u011fin etkisi tamamen farkl\u0131 y\u00f6netim tekniklerine yol a\u00e7makta, bir b\u00f6lgede sel ya\u015fan\u0131rken di\u011ferinde g\u00fczel bir ya\u011f\u0131\u015f olay\u0131 ya\u015fanmaktad\u0131r. \u0130klim de\u011fi\u015fkenli\u011fi daha a\u015f\u0131r\u0131 hale geldik\u00e7e, bu olaylar\u0131n b\u00fcy\u00fckl\u00fc\u011f\u00fc de artmakta, \u00e7iftlik y\u00f6netimi riskinin \u00fcstesinden gelinmesini daha zor hale getirmekte ve tarla i\u00e7i IoT cihazlar\u0131n\u0131n temel rol\u00fcn\u00fc vurgulamaktad\u0131r.<\/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-0c02ee1 elementor-widget elementor-widget-image\" data-id=\"0c02ee1\" 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=\"785\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event-1024x785.png\" class=\"attachment-large size-large wp-image-61924 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event-1024x785.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event-300x230.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event-768x588.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event-16x12.png 16w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Extreme-weather-event.png 1202w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/785;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resimdeki: A\u015f\u0131r\u0131 hava olaylar\u0131<\/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<div class=\"elementor-element elementor-element-233e1fe elementor-widget elementor-widget-image\" data-id=\"233e1fe\" 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=\"570\" height=\"427\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-gauge-rain-bucket-installed-in-the-field.png\" class=\"attachment-large size-large wp-image-61925 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-gauge-rain-bucket-installed-in-the-field.png 570w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-gauge-rain-bucket-installed-in-the-field-300x225.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Precipitation-gauge-rain-bucket-installed-in-the-field-16x12.png 16w\" data-sizes=\"(max-width: 570px) 100vw, 570px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 570px; --smush-placeholder-aspect-ratio: 570\/427;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resimdeki: Sahaya yerle\u015ftirilen ya\u011f\u0131\u015f \u00f6l\u00e7er\/ya\u011fmur kovas\u0131<\/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<div class=\"elementor-element elementor-element-6a717da elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6a717da\" 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-7c87a48 elementor-widget elementor-widget-spacer\" data-id=\"7c87a48\" 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-2a4c6f0 elementor-widget elementor-widget-text-editor\" data-id=\"2a4c6f0\" 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><b>YA\u011eI\u015e DE\u011eI\u0307\u015eI\u0307KLI\u0307\u011eI\u0307 \u00dcR\u00dcN Y\u00d6NETI\u0307MI\u0307NI\u0307 NASIL ETKI\u0307LI\u0307YOR? <\/b><\/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-409c01d elementor-widget elementor-widget-text-editor\" data-id=\"409c01d\" 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>Su, mahsul geli\u015fimi i\u00e7in en \u00f6nemli fakt\u00f6rd\u00fcr; bitki b\u00fcy\u00fcmesindeki t\u00fcm biyolojik s\u00fcre\u00e7leri y\u00f6nlendirir. Bu nedenle, ya\u011f\u0131\u015f ve\/veya sulamadan dolay\u0131 toprakta ne kadar su depoland\u0131\u011f\u0131n\u0131 bilmek son derece \u00f6nemlidir. Topra\u011fa ne kadar ya\u011f\u0131\u015f d\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc veya toprakta ne kadar su depoland\u0131\u011f\u0131n\u0131 tespit etmek <strong>ya\u011fmur kovas\u0131 ve toprak nem probu<\/strong>. Ba\u015fka bir deyi\u015fle, depolanan her 25 mm (1 in\u00e7) su, her \u00fcr\u00fcn i\u00e7in belirli bir kile say\u0131s\u0131na e\u015fittir. Bu konu, bu makalenin son bask\u0131s\u0131nda yer alan b\u00f6l\u00fcmde ele al\u0131nacakt\u0131r: Hepsini Bir Araya Getirmek.<\/p><p>Ya\u011f\u0131\u015flar da ekimi etkileyebilir, <strong>P\u00fcsk\u00fcrtme<\/strong> ve hasat operasyonlar\u0131, tarlaya eri\u015fimi, \u00fcr\u00fcn verimlili\u011fini ve hasat kalitesini (kalite kay\u0131plar\u0131) azaltarak. Tarla operasyonlar\u0131 bir <strong>sahaya \u00f6zel tahmi\u0307n ve i\u0307\u015f planlama \u00e7\u00f6z\u00fcmleri\u0307<\/strong>ger\u00e7ek saha i\u00e7in in\u015fa edilmi\u015ftir.<\/p><p>Bu durumda, bir <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/tr\/stations-dataloggers\/\">sahaya \u00f6zel meteoroloji istasyonu<\/a><\/span> sahaya \u00f6zg\u00fc bir tahmin olu\u015fturmaya yard\u0131mc\u0131 olmak i\u00e7in kullan\u0131l\u0131r; i\u015f planlama \u00e7\u00f6z\u00fcmleri, tahmini ger\u00e7ek saha konumu i\u00e7in (en yak\u0131n kasaba veya bir \u0131zgara noktas\u0131na dayal\u0131 olarak de\u011fil) d\u00fcrtme ve ayarlama yoluyla <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/tr\/weather-forecast\/\">tahmin<\/a> <\/span>model performans\u0131, konumun iklimini \u00f6\u011frenmek i\u00e7in yapay zekay\u0131 kullanmak ve tahmini her saat g\u00fcncellemek.<\/p><p>Tarlaya \u00f6zg\u00fc bir tahmin olu\u015fturulduktan sonra, tahminin RMSE'si (k\u00f6k ortalama kare hatas\u0131) geleneksel tahminlerden \u00e7ok daha d\u00fc\u015f\u00fckt\u00fcr ve bu da tarla d\u00fczeyinde do\u011fru i\u015f planlama \u00e7\u00f6z\u00fcmleri sa\u011flar. Bu g\u00fcncellemeler saatlik olarak ger\u00e7ekle\u015fir ve \u00f6n\u00fcm\u00fczdeki 7 g\u00fcn i\u00e7in toprak i\u015fleme, tarla eri\u015filebilirli\u011fi, ekim kabiliyeti, bitki besleme gibi faaliyetleri kapsayan saatlik bir tahmin sa\u011flar, <strong>P\u00fcsk\u00fcrtme<\/strong>ve <strong>hasat pencereleri<\/strong>Ya\u011f\u0131\u015f olaylar\u0131ndan olduk\u00e7a etkilenir. P\u00fcsk\u00fcrtme uygulamalar\u0131 hakk\u0131nda daha fazla bilgi s\u0131cakl\u0131k b\u00f6l\u00fcm\u00fcnde yer almaktad\u0131r.<\/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-34d69cb elementor-widget elementor-widget-image\" data-id=\"34d69cb\" 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=\"369\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-1024x369.png\" class=\"attachment-large size-large wp-image-61926 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-1024x369.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-300x108.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-768x276.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-1536x553.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast-18x6.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/02\/In-the-picture_Site-specific-weather-forecast.png 1564w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/369;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Resmin i\u00e7inde: Sahaya \u00f6zel hava durumu tahmini<\/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<div class=\"elementor-element elementor-element-4a4c142 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4a4c142\" 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-ed628ff elementor-widget elementor-widget-spacer\" data-id=\"ed628ff\" 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-c7db84c elementor-widget elementor-widget-text-editor\" data-id=\"c7db84c\" 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>B\u00d6L\u00dcM I'DEN \u00d6NEMLI\u0307 \u00c7IKARIMLAR<\/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-3b862a2 elementor-widget elementor-widget-text-editor\" data-id=\"3b862a2\" 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>\u00c7iftlik Hava Durumu Konu\u015fmas\u0131'n\u0131n bu ilk b\u00f6l\u00fcm\u00fcnde - <strong>Hava Durumu - \u00c7ift\u00e7ili\u011fi zorla\u015ft\u0131ran de\u011fi\u015fkenliktir<\/strong>'de hava de\u011fi\u015fkenli\u011finin, \u00f6zellikle de ya\u011f\u0131\u015f\u0131n, \u00e7iftlik operasyonlar\u0131nda nas\u0131l \u00f6nemli bir rol oynad\u0131\u011f\u0131n\u0131 ara\u015ft\u0131rd\u0131k. K\u0131sa mesafeler aras\u0131ndaki ya\u011f\u0131\u015f farkl\u0131l\u0131klar\u0131 mahsul verimini, besin maddesi al\u0131m\u0131n\u0131, hastal\u0131k bask\u0131s\u0131n\u0131 ve genel \u00e7iftlik y\u00f6netimi kararlar\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde etkileyebilir.<\/p><p>Ama dahas\u0131 da var!\u00a0 <strong>Gelecek hafta B\u00f6l\u00fcm II'de<\/strong>Bu yaz\u0131da, s\u0131cakl\u0131k ve bunun evapotranspirasyonu nas\u0131l etkiledi\u011fi, ila\u00e7lama verimsizli\u011finin maliyeti, don hasar\u0131 ve koruma, \u00e7iy noktas\u0131 s\u0131cakl\u0131\u011f\u0131 ve sahaya \u00f6zg\u00fc s\u0131cakl\u0131\u011f\u0131n \u00f6nemi konular\u0131na daha yak\u0131ndan bakaca\u011f\u0131z. Bizi izlemeye devam edin!<\/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-4653876 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4653876\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_top&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\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-4905225\" data-id=\"4905225\" 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-2ebc924 elementor-widget elementor-widget-heading\" data-id=\"2ebc924\" 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<h2 class=\"elementor-heading-title elementor-size-default\"><b>Ho\u015funa gitti mi?<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-015681b elementor-widget elementor-widget-spacer\" data-id=\"015681b\" 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-9535aa9 elementor-widget elementor-widget-text-editor\" data-id=\"9535aa9\" 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>Gelecek hafta yay\u0131nlanacak olan B\u00d6L\u00dcM II'yi de be\u011fenebilirsiniz. \u0130lk okuyan olmak i\u00e7in abone olun.<\/strong><\/p>\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-1a94eaf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a94eaf\" 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-33 elementor-inner-column elementor-element elementor-element-551b8cc\" data-id=\"551b8cc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-827fcd9\" data-id=\"827fcd9\" 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 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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>","protected":false},"excerpt":{"rendered":"<p>Farm Weather Talk'un bu b\u00f6l\u00fcm\u00fcnde, hava durumunun mekansal de\u011fi\u015fkenli\u011fine (bug\u00fcne kadarki ko\u015fullar ve tahminler) ve bunun bir dizi \u00e7iftlik y\u00f6netimi karar\u0131 \u00fczerindeki etkisine daha yak\u0131ndan bakaca\u011f\u0131z.<\/p>","protected":false},"author":2,"featured_media":62006,"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":[704,198,456,703],"class_list":["post-61917","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-farm-operations","tag-metos-by-pessl-instruments","tag-metosbypessl","tag-weather-variability","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>Weather - It\u2019s The Variability That\u2019s Hard To Farm With - METOS by Pessl Instruments<\/title>\n<meta name=\"description\" content=\"It\u2019s the spatial variability that impacts the day-to-day operations and can add significant costs or benefits to farm operations. 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