{"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\/it\/weather-all-together\/","title":{"rendered":"Meteo - \u00c8 la variabilit\u00e0 che \u00e8 difficile da gestire - PARTE V - Mettere tutto insieme"},"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>Meteo: \u00e8 la variabilit\u00e0 che \u00e8 difficile da gestire in agricoltura<\/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\">PARTE V - METTERE TUTTO INSIEME<\/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>Autore:<\/b><span style=\"font-weight: 400;\"> Guy Ash, Responsabile della formazione globale, 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>Per tutto il <b><i>Meteo: \u00e8 la variabilit\u00e0 che \u00e8 difficile da gestire in agricoltura<\/i><\/b> serie, abbiamo esaminato come le variabili meteorologiche - <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/in-field-variability\/\">precipitazione<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-variability-temperature\/\">temperatura<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-variability-crop-health\/\">umidit\u00e0<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-variability-crop-health\/\">vento<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-variability-soil-moisture\/\">radiazione solare<\/a><\/span>, e <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-variability-soil-moisture\/\">umidit\u00e0 del suolo<\/a><\/span> - impatto sullo sviluppo delle colture e sul potenziale di resa.<\/p><p>Ora, in <strong>Parte V<\/strong>, mettiamo insieme tutti questi elementi e <strong>esplorare il modo in cui i dispositivi IoT sul campo possono essere utilizzati per prevedere con precisione le rese<\/strong> e ottimizzare le decisioni di irrigazione.<\/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>METTIRE TUTTO INSIEME: come prevedere la resa con un dispositivo IoT in campo utilizzando temperatura, precipitazioni, umidit\u00e0 del suolo e previsioni<\/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>Tempestivo ed efficace <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/water-management\/\">gestione dell'irrigazione<\/a><\/span> \u00e8 fondamentale per massimizzare le rese delle colture, soprattutto durante le fasi iniziali e medie di riproduzione del mais e della soia e con il costo dei fattori di produzione odierni. Quando il mais e la soia entrano nella fase medio-precoce della produzione, l'irrigazione \u00e8 fondamentale per soddisfare il crescente fabbisogno idrico delle colture, poich\u00e9 le precipitazioni e le <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/soil-moisture-monitoring\/\">umidit\u00e0 del suolo<\/a><\/span> non riesce a soddisfare la richiesta idrica delle colture in questo periodo. <strong>Lo stress idrico o da umidit\u00e0 si verifica quando la domanda di acqua della coltura \u00e8 superiore all'offerta.<\/strong> (precipitazioni e umidit\u00e0 del suolo immagazzinata) e pu\u00f2 provocare una riduzione dei processi biologici, con conseguente penalizzazione della resa e\/o della qualit\u00e0.<\/p><p>Come abbiamo discusso nel corso di questo <em><strong>Parlare del tempo in fattoria<\/strong><\/em> serie, si richiede <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/stations-dataloggers\/\">dispositivi IoT sul campo<\/a><\/span> e <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-forecast\/\">previsioni<\/a> <\/span>per effettuare stime tempestive e accurate per qualsiasi decisione di gestione del campo. Per <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/yield-prediction\/\">previsioni di resa<\/a><\/span> nelle colture di cereali, filari o oleaginose, i due fattori ambientali pi\u00f9 importanti per ottenere buoni rendimenti sono l'uso dell'acqua (che \u00e8 il pi\u00f9 importante) e lo sviluppo termico, a condizione che tutte le altre decisioni agronomiche siano state prese correttamente (semina, fertilit\u00e0, pesticidi, ecc.). <strong>Il monitoraggio della resa pu\u00f2 essere facilmente realizzato con un dispositivo IoT sul campo.<\/strong> monitorare le precipitazioni, la temperatura e una previsione specifica per un intero campo o per zone definite all'interno del campo.<\/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\">Nell'immagine: Coltura di mais monitorata con un dispositivo IoT in campo<\/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>Per illustrare l'impatto di un campo non irrigato rispetto ad un campo irrigato ben gestito, \u00e8 stata utilizzata una <strong>caso di studio per il mais<\/strong> \u00e8 stata intrapresa. In questo caso, avevamo una stazione meteorologica sul campo, che rilevava le quantit\u00e0 irrigate, le precipitazioni e la temperatura, e una proprio accanto al campo, che non rilevava gli eventi irrigui. In questo caso, il totale delle precipitazioni \u00e8 di 19 pollici, mentre il totale delle precipitazioni e dell'irrigazione sul campo \u00e8 di 27 pollici.<\/p><p><strong>Costi e benefici di un'irrigazione tempestiva e accurata sulla produzione di mais:<\/strong> La differenza complessiva (irrigazione a pioggia o irrigazione a pioggia) ha avuto un impatto molto significativo su <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/yield-prediction\/\">previsione della resa<\/a><\/span> Le stime, con la previsione della resa prevista (pioggia effettiva e previsioni stagionali) fino alla maturit\u00e0 fisiologica, stimano 276 bu\/acro, mentre la stagione normale \u00e8 prevista a 230 bu\/acro. Le previsioni di resa per l'irrigazione e la pioggia sono stimate a 394 bu\/acro o 118 bu\/acro in pi\u00f9 fino alla maturit\u00e0 fisiologica. <strong>Con $5 di mais, ci\u00f2 si traduce in $590 in pi\u00f9 per acro.<\/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\">Nella foto: Impatto del campo irrigato con pioggia rispetto a quello irrigato con pioggia + irrigazione sulla previsione della resa<\/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\">Nell'immagine: Come funziona la Previsione del rendimento di 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\">Nell'immagine: Impostazione della Previsione della resa per una zona o un campo<\/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\">Nella foto: Risultati della previsione della resa del mais<\/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>SINTESI E CONCLUSIONE<\/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>Gli approfondimenti forniti in questo <em><strong>Parlare del tempo in fattoria<\/strong><\/em> evidenziare il <strong>ruolo critico dei dispositivi IoT sul campo nell'affrontare le sfide meteorologiche dell'agricoltura moderna.<\/strong><\/p><p>La variabilit\u00e0 meteorologica, che si tratti di precipitazioni, temperatura, umidit\u00e0 relativa o velocit\u00e0 del vento, ha un impatto diretto sullo sviluppo delle colture, sul potenziale di resa e sull'efficacia delle operazioni agricole. Senza dati specifici per il sito, gli agricoltori devono affrontare rischi significativi, che vanno dalla riduzione delle rese alle inefficienze nell'irrorazione e nell'irrigazione.<\/p><ul><li>Un <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/stations-dataloggers\/\">dispositivo IoT infield<\/a><\/span> pu\u00f2 essere utilizzato per misurare molti aspetti critici della produzione legati alle condizioni meteorologiche, ad esempio l'eccesso di precipitazioni per il lavoro sul campo, la decisione di irrorazione, il rischio di malattie, lo sviluppo degli insetti, le stime della resa.<\/li><li>Una stazione meteorologica interna o vicina al campo pu\u00f2 essere utilizzata per generare dati specifici per il sito, aggiornati ogni ora e stagionali. <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/weather-forecast\/\">previsioni del tempo<\/a><\/span> e di pianificazione del lavoro, che \u00e8 fondamentale per la gestione del campo.<\/li><li>Il monitoraggio delle condizioni di irrorazione attuali e previste specifiche del campo pu\u00f2 ridurre i tempi, i costi e i problemi di reclamo.<\/li><li>Sul campo <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/disease-models\/\">pressione\/rischio di malattia<\/a><\/span> possono essere gestiti in modo economico e sostenibile.<\/li><li>Con una stazione meteorologica in campo o nelle vicinanze e previsioni specifiche per il sito, un <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/yield-prediction\/\">previsione della resa<\/a><\/span> fino ad oggi e la scadenza fisiologica possono essere generati per l'anno in corso e per la normalit\u00e0 a lungo termine.<\/li><li>Se si considerano le perdite economiche derivanti da decisioni inadeguate di gestione del campo dovute a problemi legati alle condizioni atmosferiche specifiche del sito (da 10 a 30%), il costo di un dispositivo IoT di campo \u00e8 una piccola frazione per uno qualsiasi di questi problemi.<\/li><\/ul><p>In conclusione, <strong>L'adozione di dispositivi IoT sul campo non \u00e8 pi\u00f9 un'opzione, ma una necessit\u00e0 per una gestione efficiente e sostenibile dei campi.<\/strong> Il potenziale di riduzione delle perdite economiche, di miglioramento dell'efficienza operativa e di miglioramento dei rendimenti \u00e8 di gran lunga superiore all'investimento iniziale. Come <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/it\/farm-weather-talk-005-climate-change-variability\/\">variabilit\u00e0 del clima<\/a><\/span> continua ad aumentare, questi strumenti diventeranno ancora pi\u00f9 essenziali per mitigare i rischi e garantire la resilienza delle moderne pratiche agricole.<\/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>Ti \u00e8 piaciuto questo?<\/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;\">Per ottenere tutti <strong>cinque parti<\/strong> di questa serie in una guida completa, inserisci la tua email e ricevi la <strong>eBook completo<\/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; --smush-placeholder-aspect-ratio: 1080\/996;\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-283bb52\" data-id=\"283bb52\" 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-ebbcdf0 eael-contact-form-7-button-align-left eael-contact-form-7-button-custom elementor-widget elementor-widget-eael-contact-form-7\" data-id=\"ebbcdf0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-contact-form-7.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"eael-contact-form-7-wrapper\">\n                <div class=\"eael-contact-form eael-contact-form-7 eael-contact-form-ebbcdf0 eael-contact-form-align-default\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f62380-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"62380\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/it\/wp-json\/wp\/v2\/posts\/62381#wpcf7-f62380-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Modulo di contatto\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/it\/wp-json\/wp\/v2\/posts\/62381#wpcf7-f62380-o1\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"62380\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.7\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f62380-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nome (obbligatorio)\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email (obbligatorio)\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label><span class=\"wpcf7-form-control-wrap\" data-name=\"text-180\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"Paese (obbligatorio)\" value=\"\" type=\"text\" name=\"text-180\" \/><\/span> <\/label>\n<\/p>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"AllowGDPR\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required\"><span class=\"wpcf7-list-item first last\"><input type=\"checkbox\" name=\"AllowGDPR[]\" value=\"By submitting your email you agree that Pessl Instruments may send you promotional e-mail messages with updates, news, latest blog posts, event invitations and other similar messages. 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Puoi annullare l'iscrizione in qualsiasi momento.<\/span><\/span><\/span><\/span>\n<\/p>\n\n<p>&nbsp;<br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Scaricare\" \/>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"it\"\/><\/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\" 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href=\"\/it\/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\">TORNA A TUTTE LE VOCI DEL 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>Nella parte V della serie Meteo - \u00c8 la variabilit\u00e0 che \u00e8 difficile da gestire, esploriamo come i dispositivi IoT sul campo possano essere utilizzati per prevedere con precisione la resa e ottimizzare le decisioni 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