{"id":15208,"date":"2026-11-04T14:11:54","date_gmt":"2026-11-04T13:11:54","guid":{"rendered":"https:\/\/geopard.tech\/?p=15208"},"modified":"2026-11-04T14:12:14","modified_gmt":"2026-11-04T13:12:14","slug":"agricultura-de-precisao-roi-argentina","status":"publish","type":"post","link":"https:\/\/geopard.tech\/pt-br\/blog\/precision-agriculture-roi-argentina\/","title":{"rendered":"Retorno do Investimento em Agricultura de Precis\u00e3o na Argentina: O que 842 Agricultores Relatam"},"content":{"rendered":"<p>O retorno sobre o investimento (ROI) da agricultura de precis\u00e3o se mant\u00e9m fora do contexto de uma apresenta\u00e7\u00e3o de vendas? <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/news.agrofy.com.ar\/noticia\/216931\/8-cada-10-productores-aseguran-tecnologia-digital-les-hizo-ahorrar-lo-muestra-encuesta-842-productor\">Nova pesquisa com 842 produtores de gr\u00e3os na Argentina<\/a> A pesquisa afirma que sim: 82% dos usu\u00e1rios de ferramentas digitais relatam ganhos mensur\u00e1veis em custos, efici\u00eancia ou produtividade, e a economia prov\u00e9m principalmente de insumos. A mesma pesquisa mostra que os agricultores confiam muito mais em seus dados do que h\u00e1 quatro anos e enviam menos informa\u00e7\u00f5es diretamente para as empresas que lhes vendem sementes, fertilizantes e defensivos agr\u00edcolas.<\/p>\n<h2>Resumo da pesquisa<\/h2>\n<p>Os dados prov\u00eam do ENPA 2025, o <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/www.austral.edu.ar\/en\/rosario\/agronegocios\/investigacion-transferencia\/encuesta-nacional-producto-agropecuario\/\">Levantamento das necessidades dos produtores agr\u00edcolas<\/a> administrado pelo Centro de Agroneg\u00f3cio e Alimenta\u00e7\u00e3o (CEAg) da Universidade Austral, na Argentina, como <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/news.agrofy.com.ar\/noticia\/216931\/8-cada-10-productores-aseguran-tecnologia-digital-les-hizo-ahorrar-lo-muestra-encuesta-842-productor\">Noticiado pela Agrofy News<\/a> Em 3 de novembro de 2026.<\/p>\n\n<div class=\"gp-ar\" id=\"gp-ar-1\">\n<style>@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3KUBHMdazTgWw.woff2) format(\"woff2\");unicode-range:U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF}\n@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3yUBHMdazQ.woff2) format(\"woff2\");unicode-range:U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD}\n.gp-ar{--f:\"Roboto\",-apple-system,\"Segoe 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92px;align-items:center;gap:12px;padding:7px 8px;border-radius:var(--r-ctl);outline:0;cursor:default}\n.gp-ar .ar-row:hover,.gp-ar .ar-row:focus{background:var(--wash)}\n.gp-ar .ar-row:focus-visible{box-shadow:0 0 0 2px var(--accent-mid)}\n.gp-ar .ar-lab{color:var(--ink2)}\n.gp-ar .ar-track{position:relative;display:block;height:14px;background:var(--wash2);border-radius:var(--r-bar)}\n.gp-ar .ar-bar{position:absolute;left:0;top:0;bottom:0;background:var(--accent-mid);border-radius:var(--r-bar)}\n.gp-ar .ar-bar.ar-lo{background:var(--faint)}\n.gp-ar .ar-val{font-weight:700;color:var(--ink);font-variant-numeric:tabular-nums;text-align:right;white-space:nowrap}\n.gp-ar .ar-span{position:absolute;top:6px;height:2px;background:var(--mute)}\n.gp-ar .ar-dot{position:absolute;top:1px;width:12px;height:12px;margin-left:-6px;border-radius:var(--r-bar);border:2px solid var(--panel)}\n.gp-ar .ar-y1{background:var(--faint)}\n.gp-ar .ar-y2{background:var(--accent)}\n.gp-ar .ar-axis{background:none;border-bottom:1px solid var(--line);border-radius:0}\n.gp-ar .ar-key{display:flex;gap:16px;color:var(--faint);font-size:12px;margin:0 0 8px}\n.gp-ar .ar-key span{display:inline-block;width:10px;height:10px;border-radius:var(--r-bar);margin-right:6px;vertical-align:-1px}\n.gp-ar .ar-tip{display:none;position:absolute;z-index:3;left:8px;right:8px;top:100%;margin-top:2px;padding:8px 10px;background:var(--ink);color:var(--panel);font-size:12.5px;border-radius:var(--r-ctl);box-shadow:0 4px 14px rgba(20,40,28,.18)}\n.gp-ar .ar-row:hover .ar-tip,.gp-ar .ar-row:focus .ar-tip{display:block}\n.gp-ar .ar-tiles{display:grid;grid-template-columns:repeat(4,1fr);gap:10px}\n.gp-ar .ar-tile{background:var(--panel);border:1px solid var(--line);border-radius:var(--r-card);padding:12px}\n.gp-ar .ar-num{display:block;font-weight:700;color:var(--ink);font-size:1.7rem;letter-spacing:-.01em;font-variant-numeric:tabular-nums}\n.gp-ar .ar-cap{display:block;color:var(--faint);font-size:12.5px;margin-top:2px}\n.gp-ar .ar-hero{display:grid;grid-template-columns:auto 1fr;gap:16px;align-items:center;background:var(--wash);border:1px solid var(--hair);border-radius:var(--r-card);padding:14px 16px;margin-top:10px}\n.gp-ar .ar-hero .ar-num{font-size:clamp(2.2rem,5vw,3rem);letter-spacing:-.03em;color:var(--accent)}\n.gp-ar .ar-src{color:var(--faint);font-size:11.5px;margin:12px 0 0}\n@media (max-width:600px){\n.gp-ar{padding:12px}\n.gp-ar .ar-row{grid-template-columns:1fr 72px;grid-template-areas:\"lab lab\" \"track val\";gap:4px 10px;min-height:44px}\n.gp-ar .ar-lab{grid-area:lab}\n.gp-ar .ar-track{grid-area:track}\n.gp-ar .ar-val{grid-area:val}\n.gp-ar .ar-tiles{grid-template-columns:repeat(2,1fr)}\n.gp-ar .ar-hero{grid-template-columns:1fr;gap:4px}\n}<\/style>\n<div class=\"ar-title\">ENPA 2025: quem foi consultado?<\/div>\n<p class=\"ar-sub\">Buenos Aires, C\u00f3rdoba, Santa F\u00e9 e Entre R\u00edos, entrevistas de abril a setembro de 2025<\/p>\n<div class=\"ar-tiles\"><div class=\"ar-tile\"><b class=\"ar-num\">842<\/b><span class=\"ar-cap\">fazendas pesquisadas<\/span><\/div><div class=\"ar-tile\"><b class=\"ar-num\">1,53 m<\/b><span class=\"ar-cap\">hectares cobertos<\/span><\/div><div class=\"ar-tile\"><b class=\"ar-num\">4<\/b><span class=\"ar-cap\">Prov\u00edncias dos Pampas<\/span><\/div><div class=\"ar-tile\"><b class=\"ar-num\">300 hectares<\/b><span class=\"ar-cap\">\u00e1rea m\u00ednima de gr\u00e3os por fazenda<\/span><\/div><\/div>\n<div class=\"ar-hero\"><b class=\"ar-num\">82 %<\/b><span>Dos agricultores que utilizam ferramentas digitais, 44% relatam ganhos mensur\u00e1veis em economia de custos, efici\u00eancia ou produtividade. Concordam plenamente que o investimento se pagou.<\/span><\/div>\n<p class=\"ar-src\">Fonte: ENPA 2025, Universidade Austral (CEAg), 842 fazendas nos Pampas argentinos.<\/p>\n<\/div>\n\n<ul><li><strong>Quem:<\/strong> Produtores de lavouras e produtores de cultivo misto com pecu\u00e1ria, cada um com pelo menos 300 hectares de soja, milho ou trigo em 2024\/25.<\/li><li><strong>M\u00e9todo:<\/strong> Amostra probabil\u00edstica estratificada por prov\u00edncia e tamanho da propriedade rural, entrevistas realizadas de abril a setembro de 2025, com margem de erro de amostragem de aproximadamente \u00b15%.<\/li><\/ul>\n<p>Tratam-se de grandes fazendas comerciais de gr\u00e3os em uma das regi\u00f5es agr\u00edcolas mais tecnologicamente avan\u00e7adas do mundo, e seus propriet\u00e1rios utilizam essas ferramentas h\u00e1 tempo suficiente para avali\u00e1-las.<\/p>\n<h2>O retorno sobre o investimento (ROI) na agricultura de precis\u00e3o come\u00e7a com a economia de insumos.<\/h2>\n<p>Dos agricultores que utilizam ferramentas digitais, 82% afirmam que o investimento gerou ganhos mensur\u00e1veis e 44% concordam plenamente que o investimento valeu a pena.<\/p>\n<p>O motivo pelo qual compraram as ferramentas \u00e9 igualmente revelador: 81% adotaram a tecnologia principalmente para reduzir os gastos com insumos, enquanto 55% buscavam maiores rendimentos. As economias relatadas correspondem a esse objetivo: 70% reduziram os custos gerais, 68% economizaram em prote\u00e7\u00e3o de cultivos (33% consideram a economia significativa) e 65% em fertilizantes.<\/p>\n\n<div class=\"gp-ar\" id=\"gp-ar-2\">\n<style>@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3KUBHMdazTgWw.woff2) format(\"woff2\");unicode-range:U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF}\n@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3yUBHMdazQ.woff2) format(\"woff2\");unicode-range:U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD}\n.gp-ar{--f:\"Roboto\",-apple-system,\"Segoe UI\",Helvetica,Arial,sans-serif;--ink:#212121;--ink2:#2c3a30;--faint:#8a9a8e;--accent:#145328;--accent-mid:#15701e;--panel:#ffffff;--paper:#fcfdf9;--wash:#eef4e8;--wash2:#e4eedd;--line:#e3e7da;--mute:#c3cdbf;--hair:#eef2e8;--r-panel:8px;--r-card:6px;--r-ctl:4px;--r-bar:2px;font-family:var(--f);font-weight:400;color:var(--ink2);background:var(--paper);border:1px solid var(--line);border-radius:var(--r-panel);padding:18px;margin:24px auto;max-width:860px;box-sizing:border-box;font-size:14px;line-height:1.4}\n.gp-ar *{box-sizing:border-box}\n.gp-ar .ar-title{font-weight:700;color:var(--ink);font-size:1.05rem;letter-spacing:-.01em;margin:0 0 4px}\n.gp-ar .ar-sub{color:var(--faint);font-size:12.5px;margin:0 0 14px}\n.gp-ar .ar-group{color:var(--accent-mid);font-size:.72rem;letter-spacing:.04em;text-transform:uppercase;margin:16px 0 6px}\n.gp-ar .ar-group:first-of-type{margin-top:0}\n.gp-ar .ar-row{position:relative;display:grid;grid-template-columns:minmax(150px,34%) 1fr 92px;align-items:center;gap:12px;padding:7px 8px;border-radius:var(--r-ctl);outline:0;cursor:default}\n.gp-ar .ar-row:hover,.gp-ar .ar-row:focus{background:var(--wash)}\n.gp-ar .ar-row:focus-visible{box-shadow:0 0 0 2px var(--accent-mid)}\n.gp-ar .ar-lab{color:var(--ink2)}\n.gp-ar .ar-track{position:relative;display:block;height:14px;background:var(--wash2);border-radius:var(--r-bar)}\n.gp-ar .ar-bar{position:absolute;left:0;top:0;bottom:0;background:var(--accent-mid);border-radius:var(--r-bar)}\n.gp-ar .ar-bar.ar-lo{background:var(--faint)}\n.gp-ar .ar-val{font-weight:700;color:var(--ink);font-variant-numeric:tabular-nums;text-align:right;white-space:nowrap}\n.gp-ar .ar-span{position:absolute;top:6px;height:2px;background:var(--mute)}\n.gp-ar .ar-dot{position:absolute;top:1px;width:12px;height:12px;margin-left:-6px;border-radius:var(--r-bar);border:2px solid var(--panel)}\n.gp-ar .ar-y1{background:var(--faint)}\n.gp-ar .ar-y2{background:var(--accent)}\n.gp-ar .ar-axis{background:none;border-bottom:1px solid var(--line);border-radius:0}\n.gp-ar .ar-key{display:flex;gap:16px;color:var(--faint);font-size:12px;margin:0 0 8px}\n.gp-ar .ar-key span{display:inline-block;width:10px;height:10px;border-radius:var(--r-bar);margin-right:6px;vertical-align:-1px}\n.gp-ar .ar-tip{display:none;position:absolute;z-index:3;left:8px;right:8px;top:100%;margin-top:2px;padding:8px 10px;background:var(--ink);color:var(--panel);font-size:12.5px;border-radius:var(--r-ctl);box-shadow:0 4px 14px rgba(20,40,28,.18)}\n.gp-ar .ar-row:hover .ar-tip,.gp-ar .ar-row:focus .ar-tip{display:block}\n.gp-ar .ar-tiles{display:grid;grid-template-columns:repeat(4,1fr);gap:10px}\n.gp-ar .ar-tile{background:var(--panel);border:1px solid var(--line);border-radius:var(--r-card);padding:12px}\n.gp-ar .ar-num{display:block;font-weight:700;color:var(--ink);font-size:1.7rem;letter-spacing:-.01em;font-variant-numeric:tabular-nums}\n.gp-ar .ar-cap{display:block;color:var(--faint);font-size:12.5px;margin-top:2px}\n.gp-ar .ar-hero{display:grid;grid-template-columns:auto 1fr;gap:16px;align-items:center;background:var(--wash);border:1px solid var(--hair);border-radius:var(--r-card);padding:14px 16px;margin-top:10px}\n.gp-ar .ar-hero .ar-num{font-size:clamp(2.2rem,5vw,3rem);letter-spacing:-.03em;color:var(--accent)}\n.gp-ar .ar-src{color:var(--faint);font-size:11.5px;margin:12px 0 0}\n@media (max-width:600px){\n.gp-ar{padding:12px}\n.gp-ar .ar-row{grid-template-columns:1fr 72px;grid-template-areas:\"lab lab\" \"track val\";gap:4px 10px;min-height:44px}\n.gp-ar .ar-lab{grid-area:lab}\n.gp-ar .ar-track{grid-area:track}\n.gp-ar .ar-val{grid-area:val}\n.gp-ar .ar-tiles{grid-template-columns:repeat(2,1fr)}\n.gp-ar .ar-hero{grid-template-columns:1fr;gap:4px}\n}<\/style>\n<div class=\"ar-title\">A poupan\u00e7a vem em primeiro lugar, o rendimento em segundo.<\/div>\n<p class=\"ar-sub\">Percentual de agricultores que utilizam ferramentas digitais<\/p>\n<div class=\"ar-group\">Principal motivo para adotar<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Redu\u00e7\u00e3o de gastos com insumos: 81%\"><span class=\"ar-lab\">Reduzir gastos com insumos<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:81%\"><\/i><\/span><b class=\"ar-val\">81 %<\/b><span class=\"ar-tip\" role=\"tooltip\">81% adotaram ferramentas digitais principalmente para reduzir gastos com prote\u00e7\u00e3o de cultivos, fertilizantes e sementes.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Aumento da produtividade: 55%\"><span class=\"ar-lab\">Aumentar a produtividade<\/span><span class=\"ar-track\"><i class=\"ar-bar ar-lo\" style=\"width:55%\"><\/i><\/span><b class=\"ar-val\">55 %<\/b><span class=\"ar-tip\" role=\"tooltip\">55% mencionaram o aumento da produtividade como meta, ficando bem atr\u00e1s da economia de insumos.<\/span><\/div>\n<div class=\"ar-group\">Economias relatadas<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Custos totais: 70%\"><span class=\"ar-lab\">Custos totais<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:70%\"><\/i><\/span><b class=\"ar-val\">70 %<\/b><span class=\"ar-tip\" role=\"tooltip\">70% relatam economia geral de custos<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Prote\u00e7\u00e3o de cultivos: 68%\"><span class=\"ar-lab\">Prote\u00e7\u00e3o de cultivos<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:68%\"><\/i><\/span><b class=\"ar-val\">68 %<\/b><span class=\"ar-tip\" role=\"tooltip\">68% relatam economia com prote\u00e7\u00e3o de cultivos e 33% consideram essa economia significativa.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Fertilizante: 65%\"><span class=\"ar-lab\">Fertilizante<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:65%\"><\/i><\/span><b class=\"ar-val\">65 %<\/b><span class=\"ar-tip\" role=\"tooltip\">65% relatam economia com fertilizantes<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Prote\u00e7\u00e3o de cultivos, economia significativa: 33%\"><span class=\"ar-lab\">Prote\u00e7\u00e3o de cultivos, economia significativa<\/span><span class=\"ar-track\"><i class=\"ar-bar ar-lo\" style=\"width:33%\"><\/i><\/span><b class=\"ar-val\">33 %<\/b><span class=\"ar-tip\" role=\"tooltip\">33% descrevem a sua poupan\u00e7a em prote\u00e7\u00e3o de cultivos como significativa.<\/span><\/div>\n<p class=\"ar-src\">Fonte: ENPA 2025, Universidade Austral (CEAg), 842 fazendas nos Pampas argentinos.<\/p>\n<\/div>\n\n<p>Isso coincide com o que observamos em trabalhos com taxa vari\u00e1vel. O retorno mais r\u00e1pido raramente vem de aumentar a produtividade nas melhores zonas. Ele vem de n\u00e3o aplicar o produto onde o campo n\u00e3o pode absorv\u00ea-lo: menos nitrog\u00eanio em solos de baixo potencial, menos sementes em eleva\u00e7\u00f5es arenosas, pulveriza\u00e7\u00e3o direcionada em vez de aplica\u00e7\u00f5es generalizadas.<\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/09\/Assign-Variable-Rates-in-the-Zones-Ag-inputs-Rates-Distribution-Tool.png?w=1600&#038;quality=90&#038;ssl=1\" alt=\"A ferramenta de distribui\u00e7\u00e3o de taxas GeoPard atribui taxas de sementes e fertilizantes a cinco zonas de manejo.\" title=\"As taxas de sementes e fertilizantes s\u00e3o definidas por zona de manejo, com a economia em compara\u00e7\u00e3o com uma taxa fixa.\"><figcaption>As taxas de sementes e fertilizantes s\u00e3o definidas por zona de manejo, com a economia em compara\u00e7\u00e3o com uma taxa fixa.<\/figcaption><\/figure>\n<p>Se voc\u00ea quiser inserir n\u00fameros em seus pr\u00f3prios campos antes de confirmar, o <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/calculadora-de-retorno-sobre-o-investimento-roi-de-taxa-variavel\/\">Calculadora de ROI de Taxa Vari\u00e1vel<\/a> Mostra a economia de insumos e os efeitos na produtividade lado a lado, com os c\u00e1lculos vis\u00edveis.<\/p>\n<h2>Os agricultores est\u00e3o compartilhando menos dados com os fornecedores de insumos.<\/h2>\n<p>A mudan\u00e7a mais interessante na pesquisa diz respeito aos dados, n\u00e3o ao hardware.<\/p>\n\n<div class=\"gp-ar\" id=\"gp-ar-3\">\n<style>@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3KUBHMdazTgWw.woff2) format(\"woff2\");unicode-range:U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF}\n@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3yUBHMdazQ.woff2) format(\"woff2\");unicode-range:U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD}\n.gp-ar{--f:\"Roboto\",-apple-system,\"Segoe UI\",Helvetica,Arial,sans-serif;--ink:#212121;--ink2:#2c3a30;--faint:#8a9a8e;--accent:#145328;--accent-mid:#15701e;--panel:#ffffff;--paper:#fcfdf9;--wash:#eef4e8;--wash2:#e4eedd;--line:#e3e7da;--mute:#c3cdbf;--hair:#eef2e8;--r-panel:8px;--r-card:6px;--r-ctl:4px;--r-bar:2px;font-family:var(--f);font-weight:400;color:var(--ink2);background:var(--paper);border:1px solid var(--line);border-radius:var(--r-panel);padding:18px;margin:24px auto;max-width:860px;box-sizing:border-box;font-size:14px;line-height:1.4}\n.gp-ar *{box-sizing:border-box}\n.gp-ar .ar-title{font-weight:700;color:var(--ink);font-size:1.05rem;letter-spacing:-.01em;margin:0 0 4px}\n.gp-ar .ar-sub{color:var(--faint);font-size:12.5px;margin:0 0 14px}\n.gp-ar .ar-group{color:var(--accent-mid);font-size:.72rem;letter-spacing:.04em;text-transform:uppercase;margin:16px 0 6px}\n.gp-ar .ar-group:first-of-type{margin-top:0}\n.gp-ar .ar-row{position:relative;display:grid;grid-template-columns:minmax(150px,34%) 1fr 92px;align-items:center;gap:12px;padding:7px 8px;border-radius:var(--r-ctl);outline:0;cursor:default}\n.gp-ar .ar-row:hover,.gp-ar .ar-row:focus{background:var(--wash)}\n.gp-ar .ar-row:focus-visible{box-shadow:0 0 0 2px var(--accent-mid)}\n.gp-ar .ar-lab{color:var(--ink2)}\n.gp-ar .ar-track{position:relative;display:block;height:14px;background:var(--wash2);border-radius:var(--r-bar)}\n.gp-ar .ar-bar{position:absolute;left:0;top:0;bottom:0;background:var(--accent-mid);border-radius:var(--r-bar)}\n.gp-ar .ar-bar.ar-lo{background:var(--faint)}\n.gp-ar .ar-val{font-weight:700;color:var(--ink);font-variant-numeric:tabular-nums;text-align:right;white-space:nowrap}\n.gp-ar .ar-span{position:absolute;top:6px;height:2px;background:var(--mute)}\n.gp-ar .ar-dot{position:absolute;top:1px;width:12px;height:12px;margin-left:-6px;border-radius:var(--r-bar);border:2px solid var(--panel)}\n.gp-ar .ar-y1{background:var(--faint)}\n.gp-ar .ar-y2{background:var(--accent)}\n.gp-ar .ar-axis{background:none;border-bottom:1px solid var(--line);border-radius:0}\n.gp-ar .ar-key{display:flex;gap:16px;color:var(--faint);font-size:12px;margin:0 0 8px}\n.gp-ar .ar-key span{display:inline-block;width:10px;height:10px;border-radius:var(--r-bar);margin-right:6px;vertical-align:-1px}\n.gp-ar .ar-tip{display:none;position:absolute;z-index:3;left:8px;right:8px;top:100%;margin-top:2px;padding:8px 10px;background:var(--ink);color:var(--panel);font-size:12.5px;border-radius:var(--r-ctl);box-shadow:0 4px 14px rgba(20,40,28,.18)}\n.gp-ar .ar-row:hover .ar-tip,.gp-ar .ar-row:focus .ar-tip{display:block}\n.gp-ar .ar-tiles{display:grid;grid-template-columns:repeat(4,1fr);gap:10px}\n.gp-ar .ar-tile{background:var(--panel);border:1px solid var(--line);border-radius:var(--r-card);padding:12px}\n.gp-ar .ar-num{display:block;font-weight:700;color:var(--ink);font-size:1.7rem;letter-spacing:-.01em;font-variant-numeric:tabular-nums}\n.gp-ar .ar-cap{display:block;color:var(--faint);font-size:12.5px;margin-top:2px}\n.gp-ar .ar-hero{display:grid;grid-template-columns:auto 1fr;gap:16px;align-items:center;background:var(--wash);border:1px solid var(--hair);border-radius:var(--r-card);padding:14px 16px;margin-top:10px}\n.gp-ar .ar-hero .ar-num{font-size:clamp(2.2rem,5vw,3rem);letter-spacing:-.03em;color:var(--accent)}\n.gp-ar .ar-src{color:var(--faint);font-size:11.5px;margin:12px 0 0}\n@media (max-width:600px){\n.gp-ar{padding:12px}\n.gp-ar .ar-row{grid-template-columns:1fr 72px;grid-template-areas:\"lab lab\" \"track val\";gap:4px 10px;min-height:44px}\n.gp-ar .ar-lab{grid-area:lab}\n.gp-ar .ar-track{grid-area:track}\n.gp-ar .ar-val{grid-area:val}\n.gp-ar .ar-tiles{grid-template-columns:repeat(2,1fr)}\n.gp-ar .ar-hero{grid-template-columns:1fr;gap:4px}\n}<\/style>\n<div class=\"ar-title\">Mais confian\u00e7a nos dados agr\u00edcolas, menos dados enviados aos fornecedores de insumos.<\/div>\n<p class=\"ar-sub\">Participa\u00e7\u00e3o dos agricultores, 2021 e 2025<\/p>\n<div class=\"ar-key\"><b><span class=\"ar-y1\"><\/span>2021<\/b><b><span class=\"ar-y2\"><\/span>2025<\/b><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Desconfian\u00e7a na utiliza\u00e7\u00e3o dos dados agr\u00edcolas: 56% em 2021, 11% em 2025.\"><span class=\"ar-lab\">Desconfian\u00e7a na forma como os dados agr\u00edcolas s\u00e3o utilizados.<\/span><span class=\"ar-track ar-axis\"><i class=\"ar-span\" style=\"left:11%;width:45%\"><\/i><i class=\"ar-dot ar-y1\" style=\"left:56%\"><\/i><i class=\"ar-dot ar-y2\" style=\"left:11%\"><\/i><\/span><b class=\"ar-val\">56 \u2192 11 %<\/b><span class=\"ar-tip\" role=\"tooltip\">A desconfian\u00e7a no uso de dados agr\u00edcolas caiu de 56% dos agricultores em 2021 para 11% em 2025.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Compartilhamento de dados diretamente com fornecedores de insumos: 42% em 2021, 25% em 2025\"><span class=\"ar-lab\">Compartilhe dados diretamente com os fornecedores de insumos.<\/span><span class=\"ar-track ar-axis\"><i class=\"ar-span\" style=\"left:25%;width:17%\"><\/i><i class=\"ar-dot ar-y1\" style=\"left:42%\"><\/i><i class=\"ar-dot ar-y2\" style=\"left:25%\"><\/i><\/span><b class=\"ar-val\">42 \u2192 25 %<\/b><span class=\"ar-tip\" role=\"tooltip\">O compartilhamento direto de dados de campo com fornecedores de insumos caiu de 42% em 2021 para 25% em 2025.<\/span><\/div>\n<div class=\"ar-group\">2025<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Compartilhamento de dados de campo com terceiros: 73%\"><span class=\"ar-lab\">Compartilhar dados de campo com terceiros<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:73%\"><\/i><\/span><b class=\"ar-val\">73 %<\/b><span class=\"ar-tip\" role=\"tooltip\">73% dos mapas de produtividade, amostras de solo ou curvas de n\u00edvel s\u00e3o compartilhados com terceiros. O agr\u00f4nomo independente \u00e9 o principal destinat\u00e1rio.<\/span><\/div>\n<p class=\"ar-src\">Fonte: ENPA 2025, Universidade Austral (CEAg), 842 fazendas nos Pampas argentinos.<\/p>\n<\/div>\n\n<p>A desconfian\u00e7a em rela\u00e7\u00e3o ao uso de dados agr\u00edcolas caiu de 56% para 11% em quatro anos. 73% dos agricultores agora compartilham mapas de produtividade, amostras de solo ou curvas de n\u00edvel com terceiros, sendo o principal destinat\u00e1rio o agr\u00f4nomo independente. O compartilhamento direto com fornecedores de insumos caiu de 42% para 25%.<\/p>\n<p>Em resumo, os agricultores n\u00e3o est\u00e3o escondendo seus dados. Est\u00e3o compartilhando mais dados, com mais confian\u00e7a, mas est\u00e3o escolhendo quem os v\u00ea. A pessoa que l\u00ea o mapa de produtividade \u00e9 cada vez mais algu\u00e9m que n\u00e3o vende o produto recomendado pelo mapa.<\/p>\n<p>Um mapa de prescri\u00e7\u00e3o \u00e9, na pr\u00e1tica, uma ordem de compra. Quando a mesma empresa elabora o mapa e executa o pedido, o agricultor precisa confiar que a dosagem foi definida para o campo, e n\u00e3o para a meta de vendas.<\/p>\n<h2>Por que a an\u00e1lise independente \u00e9 o pr\u00f3ximo passo l\u00f3gico<\/h2>\n<p>Se a recomenda\u00e7\u00e3o passar a ser feita por agr\u00f4nomos independentes, as an\u00e1lises que a sustentam tamb\u00e9m devem ser independentes. Na pr\u00e1tica, isso significa tr\u00eas coisas:<\/p>\n<ol><li><strong>Os dados permanecem com o agricultor.<\/strong> Os arquivos de produtividade, solo e aplica\u00e7\u00e3o podem ser exportados a qualquer momento, brutos ou processados, e nunca s\u00e3o revendidos. <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/www.agdatatransparent.com\/principles\">Ag Data Princ\u00edpios b\u00e1sicos transparentes<\/a> s\u00e3o uma boa lista de verifica\u00e7\u00e3o para qualquer fornecedor.<\/li><li><strong>Todas as taxas podem ser rastreadas.<\/strong> Quais camadas foram utilizadas, em que anos, como as zonas foram delimitadas e qual f\u00f3rmula definiu a taxa de aplica\u00e7\u00e3o? Um agr\u00f4nomo deve ser capaz de verificar, alterar e defender esse processo.<\/li><li><strong>A taxa n\u00e3o est\u00e1 vinculada a um produto espec\u00edfico.<\/strong> A taxa vari\u00e1vel, quando bem executada, movimenta o produto pelo campo, e o total pode tanto aumentar quanto diminuir com a mesma facilidade.<\/li><\/ol>\n<p>Assim \u00e9 constru\u00eddo o GeoPard: uma plataforma anal\u00edtica sem vendas de insumos por tr\u00e1s, onde os agr\u00f4nomos combinam dados de sat\u00e9lite, produtividade, solo, topografia e camadas de dados de aplica\u00e7\u00e3o, aplicam suas pr\u00f3prias equa\u00e7\u00f5es e exportam a prescri\u00e7\u00e3o para a m\u00e1quina.<\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/02\/Integration-Through-Subfield-Level-Prescription-Maps-And-Trial-Analytics.jpg?w=1200&#038;quality=90&#038;ssl=1\" alt=\"Mapa de lucratividade no GeoPard, marcando \u00e1reas de margem alta, baixa e negativa de um campo.\" title=\"Um mapa de lucros, baseado em dados de rendimento e de aplica\u00e7\u00e3o, mostra o retorno obtido para cada decis\u00e3o relacionada aos insumos.\"><figcaption>Um mapa de lucros, baseado em dados de rendimento e de aplica\u00e7\u00e3o, mostra o retorno obtido para cada decis\u00e3o relacionada aos insumos.<\/figcaption><\/figure>\n<p>Para uma lista de verifica\u00e7\u00e3o mais completa, consulte <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/blog\/escolha-um-software-de-agricultura-de-precisao\/\">Como escolher um software de agricultura de precis\u00e3o<\/a>.<\/p>\n<h2>O gargalo est\u00e1 no tempo e no conhecimento t\u00e9cnico, n\u00e3o no hardware.<\/h2>\n<p>A pesquisa deixa claro que os pr\u00f3ximos ganhos n\u00e3o vir\u00e3o da compra de mais equipamentos. A falta de conhecimento (48%) e o custo relativo (46%) lideram a lista, e nas grandes fazendas o elemento que falta \u00e9 pessoal treinado (45%), \u00e0 frente do dinheiro (35%).<\/p>\n\n<div class=\"gp-ar\" id=\"gp-ar-4\">\n<style>@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3KUBHMdazTgWw.woff2) format(\"woff2\");unicode-range:U+0100-02BA, U+02BD-02C5, U+02C7-02CC, U+02CE-02D7, U+02DD-02FF, U+0304, U+0308, U+0329, U+1D00-1DBF, U+1E00-1E9F, U+1EF2-1EFF, U+2020, U+20A0-20AB, U+20AD-20C0, U+2113, U+2C60-2C7F, U+A720-A7FF}\n@font-face{font-family:\"Roboto\";font-style:normal;font-weight:100 900;font-display:swap;src:url(https:\/\/fonts.wp.com\/s\/roboto\/v51\/KFO7CnqEu92Fr1ME7kSn66aGLdTylUAMa3yUBHMdazQ.woff2) format(\"woff2\");unicode-range:U+0000-00FF, U+0131, U+0152-0153, U+02BB-02BC, U+02C6, U+02DA, U+02DC, U+0304, U+0308, U+0329, U+2000-206F, U+20AC, U+2122, U+2191, U+2193, U+2212, U+2215, U+FEFF, U+FFFD}\n.gp-ar{--f:\"Roboto\",-apple-system,\"Segoe UI\",Helvetica,Arial,sans-serif;--ink:#212121;--ink2:#2c3a30;--faint:#8a9a8e;--accent:#145328;--accent-mid:#15701e;--panel:#ffffff;--paper:#fcfdf9;--wash:#eef4e8;--wash2:#e4eedd;--line:#e3e7da;--mute:#c3cdbf;--hair:#eef2e8;--r-panel:8px;--r-card:6px;--r-ctl:4px;--r-bar:2px;font-family:var(--f);font-weight:400;color:var(--ink2);background:var(--paper);border:1px solid var(--line);border-radius:var(--r-panel);padding:18px;margin:24px auto;max-width:860px;box-sizing:border-box;font-size:14px;line-height:1.4}\n.gp-ar *{box-sizing:border-box}\n.gp-ar .ar-title{font-weight:700;color:var(--ink);font-size:1.05rem;letter-spacing:-.01em;margin:0 0 4px}\n.gp-ar .ar-sub{color:var(--faint);font-size:12.5px;margin:0 0 14px}\n.gp-ar .ar-group{color:var(--accent-mid);font-size:.72rem;letter-spacing:.04em;text-transform:uppercase;margin:16px 0 6px}\n.gp-ar .ar-group:first-of-type{margin-top:0}\n.gp-ar .ar-row{position:relative;display:grid;grid-template-columns:minmax(150px,34%) 1fr 92px;align-items:center;gap:12px;padding:7px 8px;border-radius:var(--r-ctl);outline:0;cursor:default}\n.gp-ar .ar-row:hover,.gp-ar .ar-row:focus{background:var(--wash)}\n.gp-ar .ar-row:focus-visible{box-shadow:0 0 0 2px var(--accent-mid)}\n.gp-ar .ar-lab{color:var(--ink2)}\n.gp-ar .ar-track{position:relative;display:block;height:14px;background:var(--wash2);border-radius:var(--r-bar)}\n.gp-ar .ar-bar{position:absolute;left:0;top:0;bottom:0;background:var(--accent-mid);border-radius:var(--r-bar)}\n.gp-ar .ar-bar.ar-lo{background:var(--faint)}\n.gp-ar .ar-val{font-weight:700;color:var(--ink);font-variant-numeric:tabular-nums;text-align:right;white-space:nowrap}\n.gp-ar .ar-span{position:absolute;top:6px;height:2px;background:var(--mute)}\n.gp-ar .ar-dot{position:absolute;top:1px;width:12px;height:12px;margin-left:-6px;border-radius:var(--r-bar);border:2px solid var(--panel)}\n.gp-ar .ar-y1{background:var(--faint)}\n.gp-ar .ar-y2{background:var(--accent)}\n.gp-ar .ar-axis{background:none;border-bottom:1px solid var(--line);border-radius:0}\n.gp-ar .ar-key{display:flex;gap:16px;color:var(--faint);font-size:12px;margin:0 0 8px}\n.gp-ar .ar-key span{display:inline-block;width:10px;height:10px;border-radius:var(--r-bar);margin-right:6px;vertical-align:-1px}\n.gp-ar .ar-tip{display:none;position:absolute;z-index:3;left:8px;right:8px;top:100%;margin-top:2px;padding:8px 10px;background:var(--ink);color:var(--panel);font-size:12.5px;border-radius:var(--r-ctl);box-shadow:0 4px 14px rgba(20,40,28,.18)}\n.gp-ar .ar-row:hover .ar-tip,.gp-ar .ar-row:focus .ar-tip{display:block}\n.gp-ar .ar-tiles{display:grid;grid-template-columns:repeat(4,1fr);gap:10px}\n.gp-ar .ar-tile{background:var(--panel);border:1px solid var(--line);border-radius:var(--r-card);padding:12px}\n.gp-ar .ar-num{display:block;font-weight:700;color:var(--ink);font-size:1.7rem;letter-spacing:-.01em;font-variant-numeric:tabular-nums}\n.gp-ar .ar-cap{display:block;color:var(--faint);font-size:12.5px;margin-top:2px}\n.gp-ar .ar-hero{display:grid;grid-template-columns:auto 1fr;gap:16px;align-items:center;background:var(--wash);border:1px solid var(--hair);border-radius:var(--r-card);padding:14px 16px;margin-top:10px}\n.gp-ar .ar-hero .ar-num{font-size:clamp(2.2rem,5vw,3rem);letter-spacing:-.03em;color:var(--accent)}\n.gp-ar .ar-src{color:var(--faint);font-size:11.5px;margin:12px 0 0}\n@media (max-width:600px){\n.gp-ar{padding:12px}\n.gp-ar .ar-row{grid-template-columns:1fr 72px;grid-template-areas:\"lab lab\" \"track val\";gap:4px 10px;min-height:44px}\n.gp-ar .ar-lab{grid-area:lab}\n.gp-ar .ar-track{grid-area:track}\n.gp-ar .ar-val{grid-area:val}\n.gp-ar .ar-tiles{grid-template-columns:repeat(2,1fr)}\n.gp-ar .ar-hero{grid-template-columns:1fr;gap:4px}\n}<\/style>\n<div class=\"ar-title\">O que impede uma ado\u00e7\u00e3o mais ampla?<\/div>\n<p class=\"ar-sub\">Percentual de agricultores que nomearam cada barreira<\/p>\n<div class=\"ar-group\">Todas as fazendas<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Falta de conhecimento: 48%\"><span class=\"ar-lab\">Falta de conhecimento<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:48%\"><\/i><\/span><b class=\"ar-val\">48 %<\/b><span class=\"ar-tip\" role=\"tooltip\">48% apontam a falta de conhecimento como uma barreira.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Custo relativo: 46%\"><span class=\"ar-lab\">Custo relativo<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:46%\"><\/i><\/span><b class=\"ar-val\">46 %<\/b><span class=\"ar-tip\" role=\"tooltip\">46% mencionaram o custo relativo da tecnologia.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"A interpreta\u00e7\u00e3o dos dados demora muito: 44%\"><span class=\"ar-lab\">A interpreta\u00e7\u00e3o dos dados demora muito tempo.<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:44%\"><\/i><\/span><b class=\"ar-val\">44 %<\/b><span class=\"ar-tip\" role=\"tooltip\">44% afirmam que interpretar seus dados leva muito tempo.<\/span><\/div>\n<div class=\"ar-group\">Grandes fazendas<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Falta de pessoal treinado: 45%\"><span class=\"ar-lab\">Falta de pessoal treinado<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:45%\"><\/i><\/span><b class=\"ar-val\">45 %<\/b><span class=\"ar-tip\" role=\"tooltip\">Em grandes propriedades rurais, 45% citam a falta de pessoal qualificado, superando os limites econ\u00f4micos.<\/span><\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"Limites econ\u00f4micos: 35%\"><span class=\"ar-lab\">Limites econ\u00f4micos<\/span><span class=\"ar-track\"><i class=\"ar-bar ar-lo\" style=\"width:35%\"><\/i><\/span><b class=\"ar-val\">35 %<\/b><span class=\"ar-tip\" role=\"tooltip\">Em grandes propriedades rurais, 35% mencionam limites econ\u00f4micos.<\/span><\/div>\n<div class=\"ar-group\">Adotantes intensivos<\/div>\n<div class=\"ar-row\" tabindex=\"0\" aria-label=\"As novas solu\u00e7\u00f5es ignoram um problema real: 40%\"><span class=\"ar-lab\">As novas solu\u00e7\u00f5es ignoram um problema real.<\/span><span class=\"ar-track\"><i class=\"ar-bar\" style=\"width:40%\"><\/i><\/span><b class=\"ar-val\">40 %<\/b><span class=\"ar-tip\" role=\"tooltip\">40% dos usu\u00e1rios intensivos afirmam que muitas das novas solu\u00e7\u00f5es n\u00e3o resolvem um problema real de produ\u00e7\u00e3o.<\/span><\/div>\n<p class=\"ar-src\">Fonte: ENPA 2025, Universidade Austral (CEAg), 842 fazendas nos Pampas argentinos.<\/p>\n<\/div>\n\n<p>40% dos agricultores que adotam tecnologias intensivas afirmam que muitas das novas solu\u00e7\u00f5es n\u00e3o resolvem um problema real de produ\u00e7\u00e3o. Os agricultores que j\u00e1 utilizam mais tecnologia s\u00e3o os mais c\u00e9ticos em rela\u00e7\u00e3o \u00e0s novidades. Eles querem ferramentas que respondam a uma quest\u00e3o real no campo, e n\u00e3o mais pain\u00e9is de controle.<\/p>\n<p>Duas respostas pr\u00e1ticas decorrem disso. Primeiro, automatize as etapas rotineiras para que as pessoas dediquem seu tempo a decis\u00f5es: limpeza da \u00e1rea cultivada, cria\u00e7\u00e3o de zonas, verifica\u00e7\u00f5es de aplica\u00e7\u00e3o versus planejamento e sazonalidade. <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<\/a>. Em segundo lugar, invista nas pessoas. <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/academia\/\">Academia GeoPard<\/a> O programa foi desenvolvido exatamente para preencher essa lacuna, ensinando agricultura de precis\u00e3o m\u00f3dulo por m\u00f3dulo em uma fazenda virtual em funcionamento.<\/p>\n<h2>Onde a IA ajuda e onde ela n\u00e3o deve ocultar o m\u00e9todo?<\/h2>\n<p>A pesquisa descreve a IA como uma ponte emergente para simplificar a tomada de decis\u00f5es, e a Argentina j\u00e1 \u00e9 uma grande adotante. O professor Jos\u00e9 Gobbe, da Universidade Austral, observa que a aplica\u00e7\u00e3o seletiva entre agricultores de m\u00e9dio e grande porte est\u00e1 no mesmo n\u00edvel de ado\u00e7\u00e3o que nos Estados Unidos.<\/p>\n<p>A IA conquista seu espa\u00e7o em duas \u00e1reas:<\/p>\n<ul><li><strong>Na m\u00e1quina:<\/strong> Pulveriza\u00e7\u00e3o seletiva que detecta ervas daninhas em tempo real e aplica o produto somente onde necess\u00e1rio, uma forma direta de economizar na prote\u00e7\u00e3o das planta\u00e7\u00f5es.<\/li><li><strong>No escrit\u00f3rio:<\/strong> Reduzir o tempo entre a obten\u00e7\u00e3o de dados e a tomada de decis\u00f5es. Quando 44% dos agricultores afirmam que a interpreta\u00e7\u00e3o dos dados demora muito, um assistente que responda, com o mapa e os n\u00fameros, \u00e0 pergunta \"quais zonas tiveram um desempenho inferior este ano e o que aplicamos nelas?\", \u00e9 uma solu\u00e7\u00e3o direta. Essa \u00e9 a ideia por tr\u00e1s do <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/ia\/\">Assistente de IA GeoPard<\/a>.<\/li><\/ul>\n<div style=\"position:relative;padding-bottom:56.25%;height:0;overflow:hidden;border-radius:10px;margin:24px 0\"><iframe style=\"position:absolute;top:0;left:0;width:100%;height:100%;border:0\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/xzW4rK6_7M8\" title=\"Intelig\u00eancia artificial aplicada \u00e0 agricultura de precis\u00e3o: uma prescri\u00e7\u00e3o de fertilizantes planejada passo a passo.\" loading=\"lazy\" allow=\"accelerometer; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<p>A regra que aplicamos \u00e9: a IA deve acelerar o trabalho, n\u00e3o substituir o m\u00e9todo. Cada resposta deve apontar para as camadas e f\u00f3rmulas subjacentes, para que um agr\u00f4nomo possa verific\u00e1-la. Uma recomenda\u00e7\u00e3o de IA que ningu\u00e9m consegue rastrear \u00e9 apenas uma nova caixa-preta, e a pesquisa mostra que os agricultores est\u00e3o abandonando esse tipo de sistema.<\/p>\n<h2>Como transformar a pesquisa em um plano para esta temporada.<\/h2>\n<ol><li><strong>Comece pelos insumos, n\u00e3o pela produ\u00e7\u00e3o.<\/strong> Selecione os dois ou tr\u00eas campos com maior varia\u00e7\u00e3o e crie mapas de taxa vari\u00e1vel para a linha de maior custo: nitrog\u00eanio, sementes ou prote\u00e7\u00e3o de cultivos.<\/li><li><strong>Mantenha seus dados sob seu controle.<\/strong> Re\u00fana os dados de produtividade, solo e aplica\u00e7\u00e3o em uma plataforma independente e compartilhe o acesso com seu agr\u00f4nomo, em vez de compartilhar todo o seu conjunto de dados com cada fornecedor.<\/li><li><strong>Deixe uma tira de verifica\u00e7\u00e3o.<\/strong> A faixa de taxa fixa \u00e9 a \u00fanica maneira pela qual o mapa de rendimento pode informar quanto a taxa vari\u00e1vel rendeu.<\/li><li><strong>Medir ap\u00f3s a colheita.<\/strong> Compare o planejado, o aplicado e o rendimento. Nosso guia sobre <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pt-br\/blog\/resultados-de-prescricao-de-taxa-variavel\/\">Verificando uma prescri\u00e7\u00e3o de taxa vari\u00e1vel com dados de rendimento<\/a> atravessa-o.<\/li><\/ol>\n<figure><img decoding=\"async\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2026\/09\/yield-report-zone-table.png?w=1250&#038;quality=90&#038;ssl=1\" alt=\"Tabela de rendimento por zona de gest\u00e3o em um relat\u00f3rio de rendimento GeoPard\" title=\"Produtividade por zona em compara\u00e7\u00e3o com a m\u00e9dia do campo, primeira verifica\u00e7\u00e3o ap\u00f3s a colheita.\"><figcaption>Produtividade por zona em compara\u00e7\u00e3o com a m\u00e9dia do campo, primeira verifica\u00e7\u00e3o ap\u00f3s a colheita.<\/figcaption><\/figure>\n<ol><li><strong>Confirme as tarifas localmente.<\/strong> Utilize testes locais, an\u00e1lises de solo, r\u00f3tulos de produtos e o julgamento do seu agr\u00f4nomo para definir os n\u00fameros correspondentes a cada zona.<\/li><\/ol>\n<h2>Respostas r\u00e1pidas<\/h2>\n<p><strong>A agricultura de precis\u00e3o compensa?<\/strong> Para a maioria das grandes fazendas de gr\u00e3os, sim. No ENPA 2025, 82% dos usu\u00e1rios de ferramentas digitais relatam ganhos mensur\u00e1veis, com economia geral de custos relatada por 70% e economia de fertilizantes por 65%.<\/p>\n<p><strong>Quem deve ter acesso aos dados da minha fazenda?<\/strong> Quem quer que te ajude a tomar a decis\u00e3o, em termos que voc\u00ea controle. A pesquisa mostra que os agricultores est\u00e3o optando por agr\u00f4nomos independentes e deixando de compartilhar informa\u00e7\u00f5es diretamente com os fornecedores de insumos. Mantenha seus dados em uma plataforma onde voc\u00ea possa exportar tudo e conceder acesso a cada talh\u00e3o individualmente.<\/p>","protected":false},"excerpt":{"rendered":"<p>Uma pesquisa realizada com 842 fazendas de gr\u00e3os na Argentina revelou que 8 em cada 10 usu\u00e1rios de ferramentas digitais observam ganhos mensur\u00e1veis, principalmente na redu\u00e7\u00e3o do custo dos insumos. O estudo tamb\u00e9m mostrou que os agricultores confiam mais em seus dados e compartilham menos informa\u00e7\u00f5es com seus fornecedores.<\/p>","protected":false},"author":210157960,"featured_media":12167,"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":[1657],"tags":[1598,1676,1797,1804,1842],"class_list":["post-15208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","tag-precision-agriculture","tag-variable-rate-application","tag-precision-agriculture-data","tag-roi-in-precision-agriculture","tag-ai-in-agriculture"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Precision Agriculture ROI in Argentina: 842-Farm Survey<\/title>\n<meta name=\"description\" content=\"8 in 10 Argentine farmers using digital tools report measurable savings. 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