{"id":135275,"date":"2026-08-13T10:52:48","date_gmt":"2026-08-13T14:52:48","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=135275"},"modified":"2026-08-13T10:52:48","modified_gmt":"2026-08-13T14:52:48","slug":"ag-tech-talk-podcast-smart-seeding-and-the-future-of-ai-on-the-farm","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/pt\/agtech\/ag-tech-talk-podcast-smart-seeding-and-the-future-of-ai-on-the-farm\/","title":{"rendered":"Podcast Ag Tech Talk: Semeadura Inteligente e o Futuro da IA na Fazenda"},"content":{"rendered":"<p>Neste epis\u00f3dio do Ag Tech Talk, exploramos como a intelig\u00eancia artificial e o aprendizado de m\u00e1quina est\u00e3o ajudando a transformar a agronomia de precis\u00e3o com a Dra. Jasmine Neupane, professora assistente de... <a href=\"https:\/\/majors.missouri.edu\/agricultural-systems-technology-bs\/\" target=\"_blank\" rel=\"noopener\">Tecnologia de Sistemas Agr\u00edcolas na Universidade de Missouri<\/a>. A pesquisa do Dr. Neupane concentra-se na integra\u00e7\u00e3o de tecnologias de agricultura digital, incluindo sensores, sensoriamento remoto e an\u00e1lise de dados, para ajudar agricultores e revendedores agr\u00edcolas a tomar decis\u00f5es mais informadas e espec\u00edficas para cada campo, que melhorem a produtividade, a rentabilidade e a sustentabilidade.<br \/>\n<iframe loading=\"lazy\" style=\"border: none; min-width: min(100%, 430px); height: 150px;\" title=\"Semeadura inteligente e o futuro da IA na fazenda\" src=\"https:\/\/www.podbean.com\/player-v2\/?i=fsni6-1b35589-pb&amp;from=pb6admin&amp;share=1&amp;download=1&amp;rtl=0&amp;fonts=Arial&amp;skin=1&amp;font-color=auto&amp;logo_link=episode_page&amp;btn-skin=7\" width=\"100%\" height=\"150\" scrolling=\"no\" data-name=\"pb-iframe-player\"><\/iframe><\/p>\n<p>Sua pesquisa mais recente examina como o aprendizado de m\u00e1quina pode ser usado para otimizar estrat\u00e9gias de semeadura em taxa vari\u00e1vel na produ\u00e7\u00e3o de milho e soja, analisando dados complexos em n\u00edvel de campo, incluindo caracter\u00edsticas do solo, topografia, padr\u00f5es clim\u00e1ticos e informa\u00e7\u00f5es hist\u00f3ricas de produtividade. Nesta conversa, a Dra. Neupane explica como a IA pode servir como mais uma ferramenta no arsenal do agricultor, ajudando os produtores a irem al\u00e9m das abordagens de manejo tradicionais e a tomarem decis\u00f5es mais precisas e baseadas em dados.<\/p>\n<p><a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/ag-tech-talk\/id1671193060\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-64672 size-full\" src=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2023\/02\/apple-50px.png\" alt=\"Ag Tech Talk Podcast\" width=\"196\" height=\"50\" \/><\/a> <a href=\"https:\/\/open.spotify.com\/episode\/3Qe15QQTZWINEUrjwG5Eb3?si=5d604a40a87e4f08\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-80609\" src=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-300x124.png\" alt=\"\" width=\"141\" height=\"58\" srcset=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-300x124.png 300w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-1024x422.png 1024w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-768x316.png 768w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-18x7.png 18w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-320x132.png 320w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-480x198.png 480w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-800x329.png 800w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-330x136.png 330w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-128x53.png 128w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-640x263.png 640w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-85x35.png 85w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo-150x62.png 150w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2025\/06\/listen-on-spotify-logo.png 1200w\" sizes=\"auto, (max-width: 141px) 100vw, 141px\" \/><\/a><\/p>\n<h2>Transcri\u00e7\u00e3o do podcast:<\/h2>\n<p><em>*Esta \u00e9 uma transcri\u00e7\u00e3o editada e parcial.<\/em><\/p>\n<p><strong>AgriBusiness Global: Sua pesquisa encontrou resultados mais expressivos no milho em compara\u00e7\u00e3o com a soja. Por que o manejo da soja costuma ser mais desafiador para os modelos de IA, e o que isso nos revela sobre a cultura?<\/strong><\/p>\n<p><strong>Dra. Jasmine Neupane:<\/strong> Os modelos de IA funcionam identificando padr\u00f5es em dados, mas a soja \u00e9 uma cultura altamente adapt\u00e1vel que responde de forma diferente \u00e0s mudan\u00e7as nas condi\u00e7\u00f5es ambientais, incluindo clima, propriedades do solo e densidades de semeadura. Embora essa adaptabilidade seja ben\u00e9fica do ponto de vista da produ\u00e7\u00e3o, pode dificultar a identifica\u00e7\u00e3o de padr\u00f5es consistentes pelos modelos de aprendizado de m\u00e1quina. Em compara\u00e7\u00e3o, o milho apresentou rela\u00e7\u00f5es mais claras entre densidades de semeadura e resultados de produtividade, permitindo que os modelos de IA fizessem previs\u00f5es mais robustas. O Dr. Neupane observou que o manejo da soja pode exigir conjuntos de dados maiores e mais robustos para melhorar a precis\u00e3o e as recomenda\u00e7\u00f5es dos modelos de IA.<\/p>\n<p><strong>ABG: Voc\u00ea ficou surpreso com as diferen\u00e7as entre os resultados do milho e da soja?<\/strong><\/p>\n<p><strong>JN:<\/strong> As diferen\u00e7as eram de certa forma esperadas, mas o n\u00edvel de varia\u00e7\u00e3o entre as duas culturas foi not\u00e1vel. A pesquisa mostrou que a densidade de semeadura teve um impacto particularmente significativo na produtividade do milho, enquanto o desempenho da soja foi mais influenciado por outras caracter\u00edsticas do campo, como mat\u00e9ria org\u00e2nica e diferen\u00e7as de altitude. Os resultados demonstram a import\u00e2ncia de se considerar as caracter\u00edsticas \u00fanicas de cada cultura ao desenvolver ferramentas agron\u00f4micas baseadas em IA.<\/p>","protected":false},"excerpt":{"rendered":"<p>Discover how AI and machine learning are transforming precision agronomy, helping farmers make smarter, field-specific decisions for productivity and sustainability.<\/p>","protected":false},"author":1367,"featured_media":135276,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","jetpack_publicize_message":"","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},"jetpack_post_was_ever_published":false},"categories":[1917,1604,1848,1886],"tags":[54],"class_list":["post-135275","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-abg-update-feature","category-agtech","category-executive-outlook","category-podcast","tag-featured-home"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ag Tech Talk Podcast: Smart Seeding and the Future of AI on the Farm - 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