{"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\/pt\/weather-all-together\/","title":{"rendered":"Meteorologia - \u00c9 a variabilidade que \u00e9 dif\u00edcil de gerir - PARTE V - Colocar tudo em conjunto"},"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>Meteorologia - \u00c9 a variabilidade que \u00e9 dif\u00edcil de gerir<\/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 - JUNTAR TUDO<\/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, Diretor de Forma\u00e7\u00e3o Global, 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>Durante todo o <b><i>Meteorologia - \u00c9 a variabilidade que \u00e9 dif\u00edcil de gerir<\/i><\/b> examin\u00e1mos a forma como as vari\u00e1veis meteorol\u00f3gicas - <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/in-field-variability\/\">precipita\u00e7\u00e3o<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-variability-temperature\/\">temperatura<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-variability-crop-health\/\">humidade<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-variability-crop-health\/\">vento<\/a><\/span>, <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-variability-soil-moisture\/\">radia\u00e7\u00e3o solar<\/a><\/span>e <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-variability-soil-moisture\/\">humidade do solo<\/a><\/span> - afectam o desenvolvimento das culturas e o potencial de rendimento.<\/p><p>Agora, em <strong>Parte V<\/strong>, juntamos todos estes elementos e <strong>explorar a forma como os dispositivos IoT no terreno podem ser utilizados para prever com exatid\u00e3o o rendimento<\/strong> e otimizar as decis\u00f5es de rega.<\/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>COLOCAR TUDO EM CONJUNTO: como prever o rendimento com um dispositivo IoT no campo utilizando a temperatura, a precipita\u00e7\u00e3o, a humidade do solo e as previs\u00f5es<\/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>Oportuno e eficaz <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/water-management\/\">gest\u00e3o da irriga\u00e7\u00e3o<\/a><\/span> \u00e9 fundamental para maximizar a produtividade das culturas, especialmente durante as fases iniciais e m\u00e9dias de reprodu\u00e7\u00e3o do milho e da soja e com o custo atual dos factores de produ\u00e7\u00e3o. \u00c0 medida que o milho e a soja entram nas fases iniciais e interm\u00e9dias de reprodu\u00e7\u00e3o, a irriga\u00e7\u00e3o \u00e9 fundamental para satisfazer as necessidades crescentes de \u00e1gua das culturas, uma vez que a precipita\u00e7\u00e3o e a <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/soil-moisture-monitoring\/\">humidade do solo<\/a><\/span> n\u00e3o consegue satisfazer as necessidades de \u00e1gua das culturas durante este per\u00edodo. <strong>O stress h\u00eddrico ou de humidade ocorre quando a necessidade de \u00e1gua da cultura \u00e9 superior \u00e0 oferta<\/strong> (precipita\u00e7\u00e3o e humidade armazenada no solo) e pode resultar na redu\u00e7\u00e3o dos processos biol\u00f3gicos, conduzindo a penaliza\u00e7\u00f5es no rendimento e\/ou na qualidade.<\/p><p>Como discutimos ao longo de todo este <em><strong>Conversa sobre o tempo na quinta<\/strong><\/em> s\u00e9rie, \u00e9 necess\u00e1rio <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/stations-dataloggers\/\">dispositivos IoT no terreno<\/a><\/span> e <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-forecast\/\">previs\u00f5es<\/a> <\/span>para fazer estimativas atempadas e exactas para quaisquer decis\u00f5es de gest\u00e3o no terreno. Para <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/yield-prediction\/\">previs\u00f5es de rendimento<\/a><\/span> Nas culturas cereal\u00edferas, em linha ou oleaginosas, os dois factores ambientais mais importantes para um bom rendimento s\u00e3o a utiliza\u00e7\u00e3o da \u00e1gua (que \u00e9 o mais importante) e o desenvolvimento t\u00e9rmico, desde que todas as outras decis\u00f5es agron\u00f3micas sejam tomadas corretamente (sementeira, fertilidade, pesticidas, etc.). <strong>A monitoriza\u00e7\u00e3o do rendimento pode ser facilmente efectuada com um dispositivo IoT no terreno<\/strong> monitorizar a precipita\u00e7\u00e3o, a temperatura e uma previs\u00e3o espec\u00edfica do local para um campo inteiro ou para zonas definidas dentro do 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\">Na imagem: Cultura de milho a ser monitorizada com um dispositivo IoT no 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>Para ilustrar o impacto de um campo n\u00e3o irrigado em rela\u00e7\u00e3o a um campo irrigado bem gerido, um <strong>estudo de caso para o milho<\/strong> foi efectuada. Neste caso, t\u00ednhamos uma esta\u00e7\u00e3o meteorol\u00f3gica no campo, que captava as quantidades regadas, a precipita\u00e7\u00e3o e os dados de temperatura, e uma esta\u00e7\u00e3o meteorol\u00f3gica mesmo ao lado do campo, que n\u00e3o captava os eventos de rega. Neste caso, o total de precipita\u00e7\u00e3o de alimenta\u00e7\u00e3o de chuva \u00e9 de 19 polegadas, contra o total de precipita\u00e7\u00e3o e irriga\u00e7\u00e3o no campo de 27 polegadas.<\/p><p><strong>Custo-benef\u00edcio da irriga\u00e7\u00e3o atempada e precisa na produ\u00e7\u00e3o de milho:<\/strong> A diferen\u00e7a global (de sequeiro para sequeiro-irrigado) teve um impacto muito significativo na <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/yield-prediction\/\">previs\u00e3o de rendimento<\/a><\/span> A previs\u00e3o de rendimento (chuva efectiva e previs\u00e3o sazonal) at\u00e9 \u00e0 maturidade fisiol\u00f3gica \u00e9 de 276 bu\/acre, enquanto a \u00e9poca normal \u00e9 de 230 bu\/acre. A previs\u00e3o de rendimento em regime de sequeiro e de regadio \u00e9 estimada em 394 bu\/acre ou 118 bu\/acre a mais at\u00e9 \u00e0 maturidade fisiol\u00f3gica. <strong>Com $5 de milho, isso traduz-se num acr\u00e9scimo de $590 por acre.<\/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\">Na imagem: Impacto do campo de sequeiro vs campo de sequeiro + regadio na previs\u00e3o da produtividade<\/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\">Na imagem: Como funciona a previs\u00e3o de rendimento do 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\">Na imagem: Configura\u00e7\u00e3o da previs\u00e3o de rendimento para uma zona ou 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\">Na imagem: Resultados da previs\u00e3o da produ\u00e7\u00e3o de milho<\/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>RESUMO E CONCLUS\u00c3O<\/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>As informa\u00e7\u00f5es fornecidas neste <em><strong>Conversa sobre o tempo na quinta<\/strong><\/em> destacar o <strong>papel cr\u00edtico dos dispositivos IoT no terreno na resposta aos desafios relacionados com as condi\u00e7\u00f5es meteorol\u00f3gicas na agricultura moderna.<\/strong><\/p><p>A variabilidade meteorol\u00f3gica, quer se trate de precipita\u00e7\u00e3o, temperatura, humidade relativa ou velocidade do vento, tem um impacto direto no desenvolvimento das culturas, no potencial de rendimento e na efic\u00e1cia das opera\u00e7\u00f5es agr\u00edcolas. Sem dados espec\u00edficos do local, os agricultores enfrentam riscos significativos, que v\u00e3o desde a redu\u00e7\u00e3o dos rendimentos at\u00e9 \u00e0 inefici\u00eancia da pulveriza\u00e7\u00e3o e da irriga\u00e7\u00e3o.<\/p><ul><li>Um <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/stations-dataloggers\/\">dispositivo IoT de campo<\/a><\/span> pode ser utilizado para medir muitas quest\u00f5es cr\u00edticas de produ\u00e7\u00e3o relacionadas com o clima, por exemplo, excesso de precipita\u00e7\u00e3o para o trabalho de campo, decis\u00e3o de pulveriza\u00e7\u00e3o, risco de doen\u00e7a, desenvolvimento de insectos, estimativas de rendimento.<\/li><li>Pode ser utilizada uma esta\u00e7\u00e3o meteorol\u00f3gica no terreno ou perto dele para gerar dados espec\u00edficos do local, actualizados de hora a hora e sazonais <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/weather-forecast\/\">previs\u00f5es meteorol\u00f3gicas<\/a><\/span> e solu\u00e7\u00f5es de planeamento do trabalho, o que \u00e9 fundamental para a gest\u00e3o no terreno.<\/li><li>O acompanhamento das condi\u00e7\u00f5es de pulveriza\u00e7\u00e3o actuais e previstas, espec\u00edficas do campo, pode poupar tempo, dinheiro e problemas com queixas.<\/li><li>No terreno <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/disease-models\/\">press\u00e3o\/risco de doen\u00e7a<\/a><\/span> podem ser geridos de forma econ\u00f3mica e sustent\u00e1vel.<\/li><li>Com uma esta\u00e7\u00e3o meteorol\u00f3gica no terreno ou pr\u00f3xima e uma previs\u00e3o espec\u00edfica do local, um <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/yield-prediction\/\">previs\u00e3o de rendimento<\/a><\/span> at\u00e9 \u00e0 data e a maturidade fisiol\u00f3gica podem ser gerados para o ano em curso e para o normal a longo prazo.<\/li><li>Considerando as perdas econ\u00f3micas decorrentes de decis\u00f5es de gest\u00e3o inadequadas no terreno devido a quest\u00f5es relacionadas com as condi\u00e7\u00f5es meteorol\u00f3gicas espec\u00edficas do local (10 a 30%), o custo de um dispositivo IoT no terreno \u00e9 uma pequena fra\u00e7\u00e3o para qualquer uma destas quest\u00f5es.<\/li><\/ul><p>Em conclus\u00e3o, <strong>A ado\u00e7\u00e3o de dispositivos IoT no terreno j\u00e1 n\u00e3o \u00e9 uma op\u00e7\u00e3o, mas sim uma necessidade para uma gest\u00e3o eficiente e sustent\u00e1vel do terreno.<\/strong> O potencial de redu\u00e7\u00e3o das perdas econ\u00f3micas, de melhoria da efici\u00eancia operacional e de obten\u00e7\u00e3o de melhores rendimentos ultrapassa largamente o investimento inicial. Como <span style=\"text-decoration: underline;\"><a href=\"https:\/\/metos.global\/pt\/farm-weather-talk-005-climate-change-variability\/\">variabilidade clim\u00e1tica<\/a><\/span> continuar a aumentar, estas ferramentas tornar-se-\u00e3o ainda mais essenciais para atenuar os riscos e garantir a resili\u00eancia das pr\u00e1ticas agr\u00edcolas modernas.<\/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>Gostou disto?<\/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;\">Para obter todos os <strong>cinco partes<\/strong> desta s\u00e9rie num guia completo, introduza o seu e-mail e receba o <strong>Livro eletr\u00f3nico 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; 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