{"id":62381,"date":"2025-03-05T15:56:58","date_gmt":"2025-03-05T15:56:58","guid":{"rendered":"https:\/\/metos.global\/?p=62381"},"modified":"2025-03-13T13:43:59","modified_gmt":"2025-03-13T13:43:59","slug":"weather-all-together","status":"publish","type":"post","link":"https:\/\/metos.global\/ro\/weather-all-together\/","title":{"rendered":"Vremea - Variabilitatea este cea cu care este greu s\u0103 te descurci \u00een agricultur\u0103 - PARTEA V - S\u0103 punem totul cap la cap"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"62381\" class=\"elementor elementor-62381\" 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>Vremea - Variabilitatea este cea cu care este greu s\u0103 faci agricultur\u0103<\/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\">PARTEA V - CUM SE PUNE TOTUL CAP LA CAP<\/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>Autor:<\/b><span style=\"font-weight: 400;\"> Guy Ash, manager global de formare, 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>De-a lungul <b><i>Vremea - Variabilitatea este cea cu care este greu s\u0103 faci agricultur\u0103<\/i><\/b> am examinat modul \u00een care variabilele meteorologice - <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/in-field-variability\/\">precipita\u021bii<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-variability-temperature\/\">temperatur\u0103<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-variability-crop-health\/\">umiditate<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-variability-crop-health\/\">v\u00e2nt<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-variability-soil-moisture\/\">radia\u021bia solar\u0103<\/a><\/span>, \u0219i <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-variability-soil-moisture\/\">umiditatea solului<\/a><\/span> - impactul asupra dezvolt\u0103rii culturilor \u0219i a poten\u021bialului de produc\u021bie.<\/p><p>Acum, \u00een <strong>Partea V<\/strong>, aducem toate aceste elemente \u00eempreun\u0103 \u0219i <strong>explora\u021bi modul \u00een care dispozitivele IoT de pe teren pot fi utilizate pentru a prezice cu exactitate randamentul<\/strong> \u0219i optimizarea deciziilor de irigare.<\/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\/03\/Weather-V-cover-1024x449.png\" class=\"attachment-large size-large wp-image-62384\" alt=\"\" srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-1024x449.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-300x132.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-768x337.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-1536x674.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-cover-18x8.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/Weather-V-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-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>PUNEREA TUTUROR \u00ceN COMUN: cum s\u0103 prezice\u021bi randamentul cu un dispozitiv IoT \u00een c\u00e2mp folosind temperatura, precipita\u021biile, umiditatea solului \u0219i prognozele<\/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>Oportun\u0103 \u0219i eficient\u0103 <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/water-management\/\">managementul iriga\u021biilor<\/a><\/span> este esen\u021bial\u0103 pentru maximizarea randamentului culturilor, \u00een special \u00een stadiile de reproducere timpurie \u0219i mijlocie ale porumbului \u0219i soiei \u0219i av\u00e2nd \u00een vedere costul actual al inputurilor. Pe m\u0103sur\u0103 ce porumbul \u0219i soia intr\u0103 \u00een stadiile de produc\u021bie timpurie \u0219i mijlocie, irigarea este esen\u021bial\u0103 pentru satisfacerea nevoilor cresc\u00e2nde de ap\u0103 ale culturilor, deoarece precipita\u021biile \u0219i <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/soil-moisture-monitoring\/\">umiditatea solului<\/a><\/span> nu pot satisface cererea de ap\u0103 a culturilor \u00een aceast\u0103 perioad\u0103. <strong>Stresul de ap\u0103 sau de umiditate apare atunci c\u00e2nd cererea de ap\u0103 a culturii este mai mare dec\u00e2t oferta<\/strong> (precipita\u021bii \u0219i umiditate stocat\u0103 \u00een sol) \u0219i poate duce la reducerea proceselor biologice, ceea ce duce la sc\u0103derea randamentului \u0219i\/sau a calit\u0103\u021bii.<\/p><p>A\u0219a cum am discutat de-a lungul acestui \u00eentreg <em><strong>Discu\u021bii despre vremea din ferm\u0103<\/strong><\/em> serie, avem nevoie de <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/stations-dataloggers\/\">dispozitive IoT pe teren<\/a><\/span> \u0219i <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-forecast\/\">previziuni<\/a> <\/span>pentru a face estim\u0103ri exacte \u0219i \u00een timp util pentru orice decizii de gestionare a terenului. Pentru <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/yield-prediction\/\">previziuni de randament<\/a><\/span> pentru culturile cerealiere, pe r\u00e2nd sau oleaginoase, cei mai importan\u021bi doi factori de mediu pentru ob\u021binerea unor randamente bune sunt utilizarea apei (fiind cel mai important) \u0219i dezvoltarea termic\u0103, \u00een condi\u021biile \u00een care toate celelalte decizii agronomice sunt luate corect (\u00eens\u0103m\u00e2n\u021bare, fertilitate, pesticide etc.). <strong>Monitorizarea randamentului poate fi realizat\u0103 cu u\u0219urin\u021b\u0103 cu ajutorul unui dispozitiv IoT \u00een c\u00e2mp<\/strong> monitorizarea precipita\u021biilor, a temperaturii \u0219i o prognoz\u0103 specific\u0103 locului pentru un \u00eentreg c\u00e2mp sau pentru zone definite din cadrul c\u00e2mpului.<\/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=\"683\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1024x683.jpg\" class=\"attachment-large size-large wp-image-62385 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1024x683.jpg 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-300x200.jpg 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-768x512.jpg 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-1536x1025.jpg 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/iMETOS_33-4-18x12.jpg 18w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00cen imagine: Cultur\u0103 de porumb monitorizat\u0103 cu un dispozitiv IoT \u00een c\u00e2mp<\/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-a98bf64 elementor-widget elementor-widget-spacer\" data-id=\"a98bf64\" 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-078a21f elementor-widget elementor-widget-text-editor\" data-id=\"078a21f\" 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>Pentru a ilustra impactul unui c\u00e2mp ne irigat fa\u021b\u0103 de un c\u00e2mp irigat bine gestionat, a <strong>studiu de caz pentru porumb<\/strong> a fost realizat\u0103. \u00cen acest caz, am avut o sta\u021bie meteorologic\u0103 \u00een c\u00e2mp, care capteaz\u0103 cantit\u0103\u021bile irigate, precipita\u021biile \u0219i datele de temperatur\u0103 \u0219i una chiar l\u00e2ng\u0103 c\u00e2mp, care nu capteaz\u0103 evenimentele de irigare. \u00cen acest caz, cantitatea total\u0103 de precipita\u021bii este de 19 inci, \u00een timp ce cantitatea total\u0103 de precipita\u021bii \u0219i iriga\u021bii pe teren este de 27 inci.<\/p><p><strong>Raportul cost-beneficiu al irig\u0103rii corecte \u0219i \u00een timp util asupra produc\u021biei de porumb:<\/strong> Diferen\u021ba general\u0103 (de la culturile pluviale la culturile pluviale irigate) a avut un impact foarte semnificativ asupra <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/yield-prediction\/\">predic\u021bia randamentului<\/a><\/span> \u00cen ceea ce prive\u0219te previziunile de produc\u021bie (precipita\u021bii efective \u0219i previziuni sezoniere) p\u00e2n\u0103 la maturitatea fiziologic\u0103, se estimeaz\u0103 un randament de 276 bu\/acre, \u00een timp ce sezonul normal este estimat la 230 bu\/acre. Produc\u021bia prognozat\u0103 pentru culturile pluviale \u0219i irigate este estimat\u0103 la 394 bu\/acre sau cu 118 bu\/acre mai mult p\u00e2n\u0103 la maturitatea fiziologic\u0103. <strong>La un porumb de $5, aceasta se traduce printr-un plus de $590 pe hectar.<\/strong><\/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-4b32b05 elementor-widget elementor-widget-image\" data-id=\"4b32b05\" 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=\"611\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1024x611.png\" class=\"attachment-large size-large wp-image-62386 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1024x611.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-300x179.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-768x458.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-1536x916.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Impact-of-rainfed-vs-rainfed-irrigated-field-on-yield-prediction.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\/611;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00cen imagine: Impactul c\u00e2mpului ploios vs c\u00e2mp ploios + irigat asupra predic\u021biei randamentului<\/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-17ff5b9 elementor-widget elementor-widget-image\" data-id=\"17ff5b9\" 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=\"497\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-1024x497.png\" class=\"attachment-large size-large wp-image-62387 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-1024x497.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-300x146.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-768x373.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works-18x9.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_How-Yield-Prediction-by-Pessl-Instruments-works.png 1443w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/497;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00cen imagine: Cum func\u021bioneaz\u0103 Yield Prediction by Pessl Instruments<\/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-281e911 elementor-widget elementor-widget-image\" data-id=\"281e911\" 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=\"565\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1024x565.png\" class=\"attachment-large size-large wp-image-62388 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1024x565.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-300x165.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-768x424.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-1536x847.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field-18x10.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Setup-of-Yield-Prediction-for-a-zone-or-field.png 1599w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/565;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00cen imagine: Configurarea predic\u021biei randamentului pentru o zon\u0103 sau un c\u00e2mp<\/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-ac7361d elementor-widget elementor-widget-image\" data-id=\"ac7361d\" 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=\"611\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1024x611.png\" class=\"attachment-large size-large wp-image-62389 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1024x611.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-300x179.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-768x458.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-1536x917.png 1536w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results-18x12.png 18w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/In-the-picture_Corn-Yield-Prediction-Results.png 1567w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/611;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00cen imagine: Rezultatele predic\u021biei randamentului porumbului<\/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-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-b971cb3 elementor-widget elementor-widget-spacer\" data-id=\"b971cb3\" 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>REZUMAT \u0218I CONCLUZIE<\/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-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>Perspectivele oferite \u00een acest <em><strong>Discu\u021bii despre vremea din ferm\u0103<\/strong><\/em> eviden\u021bia\u021bi <strong>rolul critic al dispozitivelor IoT \u00een c\u00e2mp \u00een abordarea provoc\u0103rilor legate de condi\u021biile meteorologice din agricultura modern\u0103.<\/strong><\/p><p>Variabilitatea condi\u021biilor meteorologice, fie c\u0103 este vorba de precipita\u021bii, temperatur\u0103, umiditate relativ\u0103 sau viteza v\u00e2ntului, are un impact direct asupra dezvolt\u0103rii culturilor, a poten\u021bialului de produc\u021bie \u0219i a eficien\u021bei opera\u021biunilor agricole. F\u0103r\u0103 date specifice locului, agricultorii se confrunt\u0103 cu riscuri semnificative, de la randamente reduse la ineficien\u021be \u00een pulverizare \u0219i irigare.<\/p><ul><li>O <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/stations-dataloggers\/\">Dispozitiv IoT \u00een teren<\/a><\/span> poate fi utilizat pentru a m\u0103sura multe aspecte critice legate de condi\u021biile meteorologice de produc\u021bie, de exemplu, precipita\u021bii excesive pentru munca \u00een c\u00e2mp, decizia de pulverizare, riscul de boli, dezvoltarea insectelor, estimarea randamentului.<\/li><li>Se poate utiliza o sta\u021bie meteorologic\u0103 \u00een interiorul sau \u00een apropierea c\u00e2mpului pentru a genera date specifice locului, actualizate orar \u0219i sezoniere <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/weather-forecast\/\">prognoze meteo<\/a><\/span> \u0219i solu\u021bii de planificare a muncii, ceea ce este esen\u021bial pentru managementul pe teren.<\/li><li>Urm\u0103rirea condi\u021biilor de pulverizare curente \u0219i prognozate specifice c\u00e2mpului poate reduce timpul, banii \u0219i problemele legate de reclama\u021bii.<\/li><li>\u00cen teren <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/disease-models\/\">presiunea\/riscul bolii<\/a><\/span> pot fi gestionate \u00eentr-un mod economic \u0219i durabil.<\/li><li>Cu o sta\u021bie meteorologic\u0103 pe teren sau \u00een apropiere \u0219i o prognoz\u0103 specific\u0103 locului, un <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/yield-prediction\/\">predic\u021bia randamentului<\/a><\/span> p\u00e2n\u0103 \u00een prezent \u0219i maturitatea fiziologic\u0103 pot fi generate pentru anul \u00een curs \u0219i pentru normalul pe termen lung.<\/li><li>Av\u00e2nd \u00een vedere pierderile economice cauzate de deciziile nepotrivite de gestionare a terenurilor din cauza problemelor legate de condi\u021biile meteorologice specifice locului (\u00eentre 10 \u0219i 30%), costul unui dispozitiv IoT de teren reprezint\u0103 o mic\u0103 frac\u021biune pentru oricare dintre aceste probleme.<\/li><\/ul><p>\u00cen concluzie, <strong>adoptarea dispozitivelor IoT pe teren nu mai este o op\u021biune, ci o necesitate pentru gestionarea eficient\u0103 \u0219i durabil\u0103 a terenurilor.<\/strong> Poten\u021bialul de a reduce pierderile economice, de a \u00eembun\u0103t\u0103\u021bi eficien\u021ba opera\u021bional\u0103 \u0219i de a ob\u021bine randamente mai bune dep\u0103\u0219e\u0219te cu mult investi\u021bia ini\u021bial\u0103. Pe m\u0103sur\u0103 ce <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/ro\/farm-weather-talk-005-climate-change-variability\/\">variabilitatea climatic\u0103<\/a><\/span> continu\u0103 s\u0103 creasc\u0103, aceste instrumente vor deveni \u0219i mai esen\u021biale pentru reducerea riscurilor \u0219i asigurarea rezilien\u021bei practicilor agricole moderne.<\/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-50 elementor-top-column elementor-element elementor-element-d3bf71f\" data-id=\"d3bf71f\" 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-bbb71e1 elementor-widget elementor-widget-heading\" data-id=\"bbb71e1\" 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>V-a pl\u0103cut asta?<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffaed24 elementor-widget elementor-widget-text-editor\" data-id=\"ffaed24\" 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><span style=\"font-weight: 400;\">Pentru a ob\u021bine toate <strong>cinci p\u0103r\u021bi<\/strong> din aceast\u0103 serie \u00eentr-un ghid complet, introduce\u021bi adresa dvs. de e-mail \u0219i primi\u021bi <strong>Carte electronic\u0103 complet\u0103<\/strong>!<\/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-a581a81 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"a581a81\" 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 decoding=\"async\" width=\"1080\" height=\"996\" data-src=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup.png\" class=\"attachment-full size-full wp-image-62424 lazyload\" alt=\"\" data-srcset=\"https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup.png 1080w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-300x277.png 300w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-1024x944.png 1024w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-768x708.png 768w, https:\/\/metos.global\/wp-content\/uploads\/2025\/03\/WEATHER-variability-Brochure_Front-page-mockup-13x12.png 13w\" data-sizes=\"(max-width: 1080px) 100vw, 1080px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1080px; 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Pute\u021bi renun\u021ba \u00een orice moment.<\/span><\/span><\/span><\/span>\n<\/p>\n\n<p>&nbsp;<br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Desc\u0103rca\u021bi\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"ro\"\/><\/form>\n<\/div>\n<\/div>\n            <\/div>\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-751ba32 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"751ba32\" 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-5c98201\" data-id=\"5c98201\" 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-bf42eee elementor-widget elementor-widget-spacer\" data-id=\"bf42eee\" 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-6e8d4f2 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"6e8d4f2\" 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=\"\/ro\/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\">\u00ceNAPOI LA TOATE INTR\u0102RILE DE PE BLOG<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c775697 elementor-widget elementor-widget-spacer\" data-id=\"c775697\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u00cen partea a V-a a seriei Vremea - Variabilitatea este cea cu care este greu s\u0103 faci agricultur\u0103, explor\u0103m modul \u00een care dispozitivele IoT din c\u00e2mp pot fi utilizate pentru a prezice cu precizie randamentul \u0219i pentru a optimiza deciziile de irigare.<\/p>","protected":false},"author":2,"featured_media":62383,"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":[384,704,719,198,456,393,133,394,705,703,720,433],"class_list":["post-62381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-pessl-blog","tag-farm-management","tag-farm-operations","tag-humidity","tag-metos-by-pessl-instruments","tag-metosbypessl","tag-precipitation","tag-soil-moisture","tag-solar-radiation","tag-temperature","tag-weather-variability","tag-wind","tag-yield-potential","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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