{"id":74351,"date":"2023-12-11T09:21:48","date_gmt":"2023-12-11T14:21:48","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=74351"},"modified":"2023-12-13T14:41:18","modified_gmt":"2023-12-13T19:41:18","slug":"the-digital-tools-ag-companies-must-have-in-their-crop-input-toolbox","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/pt\/agtech\/the-digital-tools-ag-companies-must-have-in-their-crop-input-toolbox\/","title":{"rendered":"As ferramentas digitais que as empresas agr\u00edcolas devem ter em sua caixa de ferramentas de insumos agr\u00edcolas"},"content":{"rendered":"<p>O gerente de campo do produtor abre um aplicativo de IA generativa preferencial (GenAI), projetado especificamente para casos de uso do agroneg\u00f3cio, e, por meio da fun\u00e7\u00e3o de bate-papo do aplicativo, digita uma pergunta.<\/p>\n<p><em>\u201cLevando em considera\u00e7\u00e3o a maturidade atual da minha safra de soja, a microprevis\u00e3o do tempo pendente, a precipita\u00e7\u00e3o recente e a condi\u00e7\u00e3o do solo deste campo em particular, qual \u00e9 o momento ideal na pr\u00f3xima semana para irrigar e pulverizar este campo, e em quais volumes?\u201d<\/em><\/p>\n<p>Em instantes, o produtor tem uma resposta detalhada com base nos par\u00e2metros que ele ou ela forneceu e derivados de uma an\u00e1lise de um grande volume de dados de fontes distintas, incluindo o fornecedor de sementes, o fabricante de fungicidas, sensores conectados no campo, dados hist\u00f3ricos de clima e precipita\u00e7\u00e3o e muito mais.<\/p>\n<p>Por mais improv\u00e1vel que um cen\u00e1rio como esse possa ter parecido h\u00e1 apenas alguns anos, ele se tornou n\u00e3o apenas uma possibilidade, mas uma op\u00e7\u00e3o real para empresas de agroneg\u00f3cio que buscam otimizar insumos agr\u00edcolas com base nas realidades e prioridades atuais, incluindo mudan\u00e7as clim\u00e1ticas, interrup\u00e7\u00f5es relacionadas a condi\u00e7\u00f5es clim\u00e1ticas extremas, guerras, escassez de m\u00e3o de obra, metas de pegada de carbono e requisitos de conformidade, pre\u00e7os vol\u00e1teis de commodities e muito mais. Tecnologias inteligentes impulsionadas por dados j\u00e1 est\u00e3o ajudando empresas a tomar melhores decis\u00f5es sobre insumos agr\u00edcolas, o que, por sua vez, pode levar a pr\u00e1ticas de produ\u00e7\u00e3o mais eficientes, resilientes e sustent\u00e1veis e, finalmente, rendimentos e lucros mais robustos. Eventualmente, elas podem revolucionar as ind\u00fastrias agr\u00edcolas e aliment\u00edcias, ajudando os produtores a gerenciar melhor uma s\u00e9rie de riscos, desde o clima e a sa\u00fade do solo at\u00e9 a sustentabilidade e a escassez de \u00e1gua.<\/p>\n<p>Na \u00c1frica Austral, por exemplo, <a href=\"https:\/\/www.res.co.sz\/\" target=\"_blank\" rel=\"noopener\">Royal Eswatini Sugar Corp.<\/a> (RES), uma empresa que produz a\u00e7\u00facar para uso em bebidas, etanol e outros produtos, implementou sistemas baseados em GenAI e aprendizado de m\u00e1quina para gerenciar melhor os dados da fazenda e do campo, automatizar tarefas, informar suas pr\u00f3prias fazendas e produtores terceirizados sobre o momento ideal da colheita e fornecer a eles as melhores pr\u00e1ticas para gerenciar insumos agr\u00edcolas para aumentar a produtividade.<\/p>\n<p>Como empresas como a RES est\u00e3o demonstrando, o gerenciamento inteligente de insumos agr\u00edcolas pode gerar uma s\u00e9rie de benef\u00edcios. O reconhecimento desses benef\u00edcios come\u00e7a com a coloca\u00e7\u00e3o dos seguintes elementos digitais fundamentais em pr\u00e1tica:<\/p>\n<h2><strong>Capacidades de coleta e padroniza\u00e7\u00e3o de dados<\/strong><\/h2>\n<p>Por mais vital que os dados tenham se tornado um recurso para ajudar os agroneg\u00f3cios a mitigar riscos e operar de forma lucrativa, eles se tornaram um insumo de cultivo por si s\u00f3. Muito pode ser obtido dos dados, seja a fonte de equipamentos conectados, sensores no campo, fabricantes de sementes e fertilizantes ou outros ao longo da cadeia de valor. No entanto, as empresas geralmente n\u00e3o t\u00eam processos padr\u00e3o e pr\u00e1ticas de gerenciamento e modelagem de dados para coletar e fazer uso eficiente desses dados.<\/p>\n<p>Isso come\u00e7ou a mudar \u00e0 medida que empresas como <a href=\"https:\/\/agranimo.com\/\" target=\"_blank\" rel=\"noopener\">Agranimo<\/a> armar mais agroneg\u00f3cios com ferramentas para coletar e dar sentido a dados altamente espec\u00edficos, incluindo condi\u00e7\u00f5es atuais em campos e informa\u00e7\u00f5es clim\u00e1ticas ultralocais. Os dados podem ent\u00e3o ser analisados para desencadear v\u00e1rias interven\u00e7\u00f5es.<\/p>\n<p>Com a capacidade de coletar, padronizar e dar sentido a dados de diferentes fontes dentro e fora da organiza\u00e7\u00e3o, um agroneg\u00f3cio pode come\u00e7ar a aproveitar os benef\u00edcios que as ferramentas digitais inteligentes oferecem.<\/p>\n<h2><strong>An\u00e1lise avan\u00e7ada orientada por ML e IA<\/strong><\/h2>\n<p>Neste outono, os agricultores poderiam usar recursos anal\u00edticos de empresas como a Agranimo para gerenciar melhor os riscos associados a pragas de outono, como pulg\u00f5es, extraindo dados clim\u00e1ticos locais e outras informa\u00e7\u00f5es para identificar quando as condi\u00e7\u00f5es s\u00e3o \u00f3timas para o desenvolvimento de pragas, o que por sua vez desencadearia recomenda\u00e7\u00f5es para a melhor janela de tratamento e outras interven\u00e7\u00f5es altamente espec\u00edficas. Para dar suporte a seus clientes do agroneg\u00f3cio, a empresa de dados de sat\u00e9lite Vista GmbH est\u00e1 <a href=\"https:\/\/www.linkedin.com\/pulse\/food-water-energy-nexus-vista-digital-twin-tobias-fausch\/\" target=\"_blank\" rel=\"noopener\">usando dados de sat\u00e9lite e modelos g\u00eameos digitais para fazer previs\u00f5es e otimiza\u00e7\u00f5es de colheitas<\/a>. E em outro caso de uso envolvendo an\u00e1lises avan\u00e7adas, o produtor alem\u00e3o de sementes KWS est\u00e1 <a href=\"https:\/\/www.kws.com\/us\/en\/company\/press\/world-of-farming\/how-farmers-benefit-from-drones-in-plant-breeding\/\" target=\"_blank\" rel=\"noopener\">aplicando tecnologia inteligente a fotos a\u00e9reas de campos produzidas por drones<\/a> para acelerar a coleta e an\u00e1lise de dados para detectar fatores como infesta\u00e7\u00e3o de fungos, condi\u00e7\u00f5es do solo e n\u00edveis de clorofila.<\/p>\n<p>\u201cNo futuro, obteremos cada vez mais dados dos campos. Isso ajudar\u00e1 nossos clientes agr\u00edcolas a otimizar a entrada de fertilizantes, \u00e1gua e prote\u00e7\u00e3o de cultivos para que possam trabalhar da forma mais sustent\u00e1vel poss\u00edvel\u201d, diz Jens Hittmeyer, chefe de TI global e CIO da KWS.<\/p>\n<p>Tamb\u00e9m est\u00e1 informando os esfor\u00e7os da empresa para desenvolver novas variedades de plantas resistentes a doen\u00e7as mais rapidamente. &quot;Os agricultores querem usar sementes que atendam precisamente \u00e0s suas necessidades individuais&quot;, diz o Dr. Christoph Bauer, respons\u00e1vel pelo desenvolvimento da tecnologia de fenotipagem digital na KWS. Novas ferramentas digitais desenvolvidas internamente na KWS d\u00e3o suporte aos criadores na escolha das plantas mais adequadas para seu trabalho entre centenas de milhares de possibilidades.<\/p>\n<p>Como casos de uso como esses ilustram, os modelos GenAI podem produzir recomenda\u00e7\u00f5es para padr\u00f5es de plantio, fertiliza\u00e7\u00e3o, uso de \u00e1gua\/irriga\u00e7\u00e3o, prote\u00e7\u00e3o de culturas, sele\u00e7\u00e3o de variedades, colheita e muito mais, apoiando o processo de tomada de decis\u00e3o humana.<\/p>\n<h2><strong>Capacidades de rastrear, rastrear e relatar<\/strong><\/h2>\n<p>UM <a href=\"https:\/\/www.fmi.org\/blog\/view\/fmi-blog\/2022\/02\/09\/consumers-continue-to-value-transparency-as-perspectives-evolve\" target=\"_blank\" rel=\"noopener\">Pesquisa de 2022<\/a> pelo Food Management Institute e NielsenIQ descobriu que cerca de tr\u00eas quartos dos consumidores querem que marcas de alimentos e produtores compartilhem informa\u00e7\u00f5es detalhadas sobre o que h\u00e1 em seus produtos e como eles s\u00e3o feitos. Enquanto isso, novas regulamenta\u00e7\u00f5es est\u00e3o surgindo ao redor do mundo para exigir que as empresas relatem a pegada de carbono associada a seus produtos. Como resultado, \u00e9 hora de os agroneg\u00f3cios desenvolverem capacidades para registrar e relatar insumos agr\u00edcolas e outros fatores que impactam a pegada de carbono, at\u00e9 fazendas e campos espec\u00edficos. As empresas poderiam ent\u00e3o transformar o forte desempenho de sustentabilidade de seus produtos em pre\u00e7os mais favor\u00e1veis e diferencia\u00e7\u00e3o de marca.<\/p>\n<h2><strong>Uma plataforma integrada e habilitada para dispositivos m\u00f3veis para produtores<\/strong><\/h2>\n<p>Empresas que encontram maneiras de manter agricultores e produtores engajados, produtivos e lucrativos d\u00e3o a si mesmas uma vantagem competitiva no mercado. Uma maneira de fazer isso \u00e9 fornecer a eles uma experi\u00eancia de usu\u00e1rio digital superior por meio de uma \u00fanica plataforma com v\u00e1rios canais integrados para que eles acessem facilmente as informa\u00e7\u00f5es, gerenciem as principais facetas de seus neg\u00f3cios e interajam com sua empresa e outras na cadeia de valor. Esse tipo de processo comum e amig\u00e1vel e backbone de dados, juntamente com os recursos mencionados acima, ser\u00e3o essenciais para prosperar em mercados de agroneg\u00f3cios cada vez mais vol\u00e1teis.<\/p>","protected":false},"excerpt":{"rendered":"<p>Novas ferramentas digitais t\u00eam a capacidade de ajudar os profissionais agr\u00edcolas a gerenciar melhor os riscos, desde o clima e a sa\u00fade do solo at\u00e9 a sustentabilidade e a escassez de \u00e1gua.<\/p>","protected":false},"author":112,"featured_media":74425,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1917,4,1604,1848],"tags":[],"class_list":["post-74351","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-abg-update-feature","category-agrochemicals","category-agtech","category-executive-outlook"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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