{"id":5639,"date":"2022-10-10T11:47:41","date_gmt":"2022-10-10T09:47:41","guid":{"rendered":"https:\/\/geopard.tech\/?p=5639"},"modified":"2026-09-13T11:21:53","modified_gmt":"2026-09-13T09:21:53","slug":"mapas-de-potencial-de-campo-fornecem-dados","status":"publish","type":"post","link":"https:\/\/geopard.tech\/pt-br\/blog\/field-potential-maps-yield-data\/","title":{"rendered":"Mapas de Potencial de Campo GeoPard vs. Dados de Produtividade"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Os mapas de potencial de campo do GeoPard frequentemente apresentam uma apar\u00eancia semelhante. <strong>exatamente como rendimento<\/strong> dados.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">N\u00f3s os criamos usando <a href=\"https:\/\/geopard.tech\/pt-br\/blog\/analise-multicamadas\/\">an\u00e1lise multicamadas<\/a> de informa\u00e7\u00f5es hist\u00f3ricas, topografia e an\u00e1lise de solo exposto.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">O processo de tal <strong>Os mapas de rendimento sint\u00e9ticos s\u00e3o automatizados.<\/strong> (e patenteado) e leva cerca de 1 minuto para qualquer campo no mundo ger\u00e1-lo.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"5640\" data-permalink=\"https:\/\/geopard.tech\/pt-br\/blog\/field-potential-maps-yield-data\/image-4-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?fit=2048%2C1087&amp;ssl=1\" data-orig-size=\"2048,1087\" data-comments-opened=\"1\" data-image-title=\"GeoPard Field Potential maps\u00a0vs Yield data\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;GeoPard Field Potential is your start into Precision Agriculture&lt;\/p&gt;\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?fit=1024%2C544&amp;ssl=1\" class=\"alignnone wp-image-5640\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=810%2C430&#038;ssl=1\" alt=\"Mapas de Potencial de Campo GeoPard vs. Dados de Produtividade\" width=\"810\" height=\"430\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1024%2C544&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=300%2C159&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=768%2C408&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1536%2C815&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1200%2C637&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Pode ser usado como base para:<\/p>\r\n<ul>\r\n<li><strong>Zonal ou h\u00edbrido <a href=\"https:\/\/geopard.tech\/pt-br\/amostragem-de-solo\/\">Amostragem de solo<\/a><\/strong> (redu\u00e7\u00e3o de custos nas amostras \u00b150%)<\/li>\r\n<li>Planejamento de <strong><a href=\"https:\/\/geopard.tech\/pt-br\/agricultura-de-carbono\/\">Amostragem de carbono<\/a><\/strong> (e ap\u00f3s verifica\u00e7\u00e3o)<\/li>\r\n<li><strong><a href=\"https:\/\/geopard.tech\/pt-br\/blog\/o-que-e-necessario-para-praticar-a-fertilizacao-com-taxa-variavel\/\">Fertiliza\u00e7\u00e3o com taxa vari\u00e1vel<\/a><\/strong> (P, K)<\/li>\r\n<li><strong><a href=\"https:\/\/geopard.tech\/pt-br\/blog\/semeadura-com-taxa-variavel-como-funciona\/\">Plantio em Realidade Virtual<\/a><\/strong> aplica\u00e7\u00f5es (melhor usar com dados de topografia, solo ou produtividade) com <a href=\"https:\/\/geopard.tech\/pt-br\/blog\/analise-multicamadas\/\">Mapas VRA multicamadas<\/a><\/li>\r\n<\/ul>\r\n<div class=\"wp-block-group\">\r\n<div class=\"wp-block-group\">\r\n<ul>\r\n\r\n\r\n\r\n\r\n\r\n<\/ul>\r\n<!-- \/wp:post-content --><\/div>\r\n<!-- \/wp:group --><\/div>\r\n<!-- \/wp:group -->\r\n\r\n<!-- wp:paragraph -->\r\n<h2>O que s\u00e3o mapas de potencial de campo?<\/h2>\r\n<p>Os mapas de potencial de campo, tamb\u00e9m conhecidos como mapas de potencial de rendimento ou mapas de potencial de produtividade, s\u00e3o representa\u00e7\u00f5es visuais da variabilidade espacial do potencial de rendimento ou produtividade de uma cultura dentro de um campo. Esses mapas s\u00e3o criados por meio da an\u00e1lise de diversos fatores que influenciam o crescimento da cultura, como propriedades do solo, topografia e dados hist\u00f3ricos de rendimento.<\/p>\r\n<p>Esses mapas podem ser usados na agricultura de precis\u00e3o para orientar decis\u00f5es de gest\u00e3o, como a aplica\u00e7\u00e3o de fertilizantes em taxa vari\u00e1vel, irriga\u00e7\u00e3o e outros insumos, bem como para identificar \u00e1reas que requerem aten\u00e7\u00e3o espec\u00edfica ou pr\u00e1ticas de manejo.<\/p>\r\n<!-- \/wp:paragraph -->\r\n\r\n<!-- wp:paragraph -->\r\n<p>Alguns fatores-chave que s\u00e3o normalmente considerados na cria\u00e7\u00e3o de mapas de potencial de campo incluem:<\/p>\r\n<ol>\r\n<li><strong>Propriedades do solo:<\/strong> As caracter\u00edsticas do solo, como textura, estrutura, teor de mat\u00e9ria org\u00e2nica e disponibilidade de nutrientes, desempenham um papel significativo na determina\u00e7\u00e3o do potencial de rendimento das culturas. Ao mapear as propriedades do solo em uma \u00e1rea cultivada, os agricultores podem identificar regi\u00f5es com alto ou baixo potencial de produtividade.<\/li>\r\n<li><strong>Topografia<\/strong>Fatores como altitude, declive e exposi\u00e7\u00e3o solar podem influenciar o crescimento das culturas e o potencial de rendimento. Por exemplo, \u00e1reas baixas podem ser propensas a alagamentos ou apresentar maior risco de geadas, enquanto declives acentuados podem ser mais suscet\u00edveis \u00e0 eros\u00e3o. O mapeamento dessas caracter\u00edsticas topogr\u00e1ficas pode ajudar os agricultores a compreender como elas afetam o potencial de produtividade e a ajustar suas pr\u00e1ticas de manejo de acordo.<\/li>\r\n<li><strong>Dados hist\u00f3ricos de rendimento:<\/strong> Ao analisar dados hist\u00f3ricos de produtividade de anos ou safras anteriores, os agricultores podem identificar tend\u00eancias e padr\u00f5es de produtividade em suas lavouras. Essas informa\u00e7\u00f5es podem ser usadas para criar mapas que destacam \u00e1reas com potencial de produtividade consistentemente alto ou baixo.<\/li>\r\n<li><strong>Dados de sensoriamento remoto:<\/strong> Imagens de sat\u00e9lite, fotografias a\u00e9reas e outros dados de sensoriamento remoto podem ser usados para avaliar a sa\u00fade, o vigor e o est\u00e1gio de crescimento das culturas. Essas informa\u00e7\u00f5es podem ser usadas para criar mapas que refletem a variabilidade espacial do potencial de produtividade das culturas.<\/li>\r\n<li><strong>Dados clim\u00e1ticos:<\/strong> Vari\u00e1veis clim\u00e1ticas como temperatura, precipita\u00e7\u00e3o e radia\u00e7\u00e3o solar tamb\u00e9m podem influenciar o crescimento das culturas e o potencial de rendimento. Ao incorporar dados clim\u00e1ticos nesses mapas, os agricultores podem compreender melhor como os fatores ambientais afetam o potencial de produtividade em suas lavouras.<\/li>\r\n<\/ol>\r\n<p>S\u00e3o ferramentas valiosas na agricultura de precis\u00e3o, pois ajudam os agricultores a visualizar a variabilidade espacial do potencial de produtividade em suas lavouras. Ao usar esses mapas para orientar as decis\u00f5es de gest\u00e3o, os agricultores podem otimizar o uso de recursos, melhorar a produtividade geral das culturas e reduzir o impacto ambiental de suas atividades agr\u00edcolas.<\/p>\r\n<h2>Diferen\u00e7a entre mapas de potencial de campo e dados de produtividade<\/h2>\r\n<p>Mapas de potencial de campo e dados de produtividade s\u00e3o usados na agricultura de precis\u00e3o para ajudar os agricultores a entender a variabilidade espacial em suas lavouras e tomar decis\u00f5es de manejo mais bem fundamentadas. No entanto, existem algumas diferen\u00e7as importantes entre os dois:<\/p>\r\n<p><strong>Fontes de dados:<\/strong><\/p>\r\n<p>Esses mapas s\u00e3o criados integrando dados de diversas fontes, como propriedades do solo, topografia, dados hist\u00f3ricos de produtividade, dados de sensoriamento remoto e dados clim\u00e1ticos. No entanto, esses dados s\u00e3o coletados por meio de monitores de produtividade instalados em equipamentos de colheita, que registram a produ\u00e7\u00e3o da safra \u00e0 medida que ela \u00e9 colhida.<\/p>\r\n<p><strong>Aspecto temporal:<\/strong><\/p>\r\n<p>Esses mapas representam uma estimativa da produtividade potencial de um campo, que geralmente \u00e9 est\u00e1tica ou muda lentamente ao longo do tempo, a menos que ocorram mudan\u00e7as significativas nas propriedades do solo ou em outros fatores de influ\u00eancia. No entanto, os dados de produtividade s\u00e3o espec\u00edficos para uma determinada safra ou para v\u00e1rias safras e podem variar significativamente de ano para ano com base em fatores como condi\u00e7\u00f5es clim\u00e1ticas, press\u00e3o de pragas e pr\u00e1ticas de manejo.<\/p>\r\n<p>Em resumo, os mapas de potencial de campo e os dados de produtividade s\u00e3o ferramentas complementares na agricultura de precis\u00e3o. Esses mapas fornecem uma estimativa da produtividade potencial de um campo, ajudando os agricultores a identificar \u00e1reas que podem exigir pr\u00e1ticas de manejo diferentes. Os dados de produtividade, por sua vez, documentam a produ\u00e7\u00e3o real da cultura e podem ser usados para avaliar a efic\u00e1cia das pr\u00e1ticas de manejo e orientar a tomada de decis\u00f5es futuras.<\/p>\r\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Para comparar as zonas de potencial do campo com a colheita que produziram, abra o <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/relatorio-de-rendimento\/\">Relat\u00f3rio de rendimento automatizado<\/a>A ferramenta exibe a produtividade ao lado do mapa de zonas, compara cada zona com a m\u00e9dia do campo e precifica cada etapa da taxa de cultivo.<\/p>\n<!-- \/wp:paragraph -->","protected":false},"excerpt":{"rendered":"<p>Os mapas de potencial de campo da GeoPard muitas vezes se assemelham muito aos dados de produtividade. N\u00f3s os criamos usando an\u00e1lises multicamadas de informa\u00e7\u00f5es hist\u00f3ricas, topografia e an\u00e1lise de solo exposto\u2026.<\/p>","protected":false},"author":210157960,"featured_media":5640,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1586,1587,1372,1377,1376,1378,1366,1367,1368,1369],"tags":[1617],"class_list":["post-5639","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-partnership","category-blog","category-crop-monitoring","category-management-zones","category-remote-sensing","category-topography","category-use-cases","category-yield","category-vra","tag-geopard"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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