{"id":80807,"date":"2025-11-19T12:03:34","date_gmt":"2025-11-19T17:03:34","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=80807"},"modified":"2025-11-19T12:03:34","modified_gmt":"2025-11-19T17:03:34","slug":"farmers-need-new-tools-a-data-driven-future-for-crop-protection-2","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/pt\/agrochemicals\/farmers-need-new-tools-a-data-driven-future-for-crop-protection-2\/","title":{"rendered":"Os agricultores precisam de novas ferramentas: um futuro orientado por dados para a prote\u00e7\u00e3o de culturas."},"content":{"rendered":"<p>Hoje, o sistema agr\u00edcola global encontra-se numa encruzilhada cr\u00edtica. Em toda a Europa, regulamenta\u00e7\u00f5es mais rigorosas est\u00e3o a acelerar a elimina\u00e7\u00e3o gradual de produtos essenciais para a prote\u00e7\u00e3o de culturas. Relat\u00f3rios mostram <a href=\"https:\/\/news.agropages.com\/News\/print-55140.htm\" target=\"_blank\" rel=\"noopener\">que 40% de herbicidas e 35% de fungicidas<\/a> Correm o risco de n\u00e3o serem renovadas at\u00e9 2028. O que isso significa para os agricultores? Desafios que j\u00e1 est\u00e3o surgindo no terreno.<\/p>\n<p>No Reino Unido, ervas daninhas resistentes como o capim-preto est\u00e3o causando preju\u00edzos estimados aos agricultores. <a href=\"https:\/\/sheffield.ac.uk\/sustainable-food\/news\/overuse-herbicides-costing-uk-economy-400-million-year#:~:text=Black%2Dgrass%20is%20a%20native,to%20crops%20worldwide%20each%20year.\" target=\"_blank\" rel=\"noopener\">\u00a3400 milh\u00f5es<\/a> A cada ano, com o aumento da press\u00e3o regulat\u00f3ria e da resist\u00eancia, os agricultores ficam com menos ferramentas para proteger suas planta\u00e7\u00f5es e manter a produtividade. Mas essa encruzilhada tamb\u00e9m traz oportunidades: \u00e9 hora de repensar como descobrimos, validamos e implementamos a pr\u00f3xima gera\u00e7\u00e3o de solu\u00e7\u00f5es de prote\u00e7\u00e3o de cultivos para sermos mais r\u00e1pidos e eficazes.<\/p>\n<h2><strong>A urg\u00eancia da inova\u00e7\u00e3o na prote\u00e7\u00e3o de cultivos<\/strong><\/h2>\n<p>Apesar de todo o progresso tecnol\u00f3gico ao nosso redor, os agricultores continuam a se deparar com um conjunto cada vez menor de ferramentas para proteger suas planta\u00e7\u00f5es. O ritmo das mudan\u00e7as regulat\u00f3rias na Europa n\u00e3o est\u00e1 apenas se intensificando; est\u00e1 remodelando fundamentalmente o cen\u00e1rio da prote\u00e7\u00e3o de cultivos.<\/p>\n<p>A refer\u00eancia anterior <a href=\"https:\/\/news.agropages.com\/News\/print-55140.htm\" target=\"_blank\" rel=\"noopener\">an\u00e1lise de mercado<\/a> Estima-se que cerca de 1.040.000 euros em subst\u00e2ncias ativas no mercado da UE estejam sob revis\u00e3o para reautoriza\u00e7\u00e3o entre 2023 e 2028. O setor de herbicidas est\u00e1 na linha de frente, com mais de 401.000 euros em valor de mercado considerados, no m\u00ednimo, moderadamente em risco, e produtos-chave j\u00e1 est\u00e3o desaparecendo. Inseticidas e fungicidas v\u00eam logo em seguida, enfrentando 371.000 euros e 351.000 euros, respectivamente, de exposi\u00e7\u00e3o a perdas regulat\u00f3rias.<\/p>\n<blockquote><p>Isso cria uma lacuna em que a ind\u00fastria est\u00e1 perdendo ingredientes ativos mais r\u00e1pido do que consegue rep\u00f4-los. Sem solu\u00e7\u00f5es novas, seguras e escal\u00e1veis, a lacuna entre a retirada e a substitui\u00e7\u00e3o de produtos s\u00f3 aumentar\u00e1, deixando os agricultores sem as ferramentas necess\u00e1rias para cultivar alimentos de forma sustent\u00e1vel.<\/p><\/blockquote>\n<h2><strong>Como as plataformas de descoberta baseadas em IA podem ajudar<\/strong><\/h2>\n<p>\u00c0 medida que a ind\u00fastria de prote\u00e7\u00e3o de cultivos enfrenta a press\u00e3o de substituir essas ferramentas, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666154325001334\" target=\"_blank\" rel=\"noopener\">Plataformas com intelig\u00eancia artificial<\/a> Utilizadas com conhecimento especializado humano, essas plataformas oferecem uma oportunidade transformadora, semelhante \u00e0 que vimos na ind\u00fastria farmac\u00eautica. Na fase de descoberta, elas podem identificar estruturas qu\u00edmicas e alvos promissores em uma fra\u00e7\u00e3o do tempo exigido pelos m\u00e9todos tradicionais, usando modelagem preditiva e conjuntos de dados massivos. Cronogramas que antes levavam uma d\u00e9cada agora podem ser... <a href=\"https:\/\/www.agribusinessglobal.com\/pt\/agrochemicals\/rewriting-the-rules-how-enko-is-using-ai-to-fast-track-the-future-of-herbicides\/\">alcan\u00e7ado em meses<\/a>. Em alguns casos, os sistemas habilitados por IA demonstraram uma redu\u00e7\u00e3o de at\u00e9 75% no tempo de triagem e uma diminui\u00e7\u00e3o de 90% no custo em compara\u00e7\u00e3o com as abordagens convencionais.<\/p>\n<p>Al\u00e9m da descoberta, a IA tamb\u00e9m pode antecipar riscos de seguran\u00e7a e toxicidade nas fases iniciais do processo de P&amp;D, filtrando compostos inseguros antes que os projetos avancem e os custos aumentem. Modelos avan\u00e7ados simulam diversos cen\u00e1rios antes que os testes sejam realizados em laborat\u00f3rio ou em campo, fornecendo aos pesquisadores dados melhores e mais rapidamente.<\/p>\n<h2><strong>Preenchendo a lacuna <\/strong><\/h2>\n<p>Prazos mais curtos e custos mais baixos, por si s\u00f3, n\u00e3o trar\u00e3o uma verdadeira mudan\u00e7a de paradigma. As novas solu\u00e7\u00f5es precisam funcionar em situa\u00e7\u00f5es reais. \u00c0 medida que a IA acelera as descobertas em laborat\u00f3rio, o sucesso depende da tradu\u00e7\u00e3o desses avan\u00e7os em ferramentas escal\u00e1veis e que se integrem perfeitamente \u00e0s opera\u00e7\u00f5es dos agricultores.<\/p>\n<p>Ao mesmo tempo, navegar pelos ambientes regulat\u00f3rios atuais \u00e9 fundamental. Novas descobertas devem ser respaldadas por uma valida\u00e7\u00e3o rigorosa em est\u00e1gios iniciais e por dados transparentes sobre seguran\u00e7a, efic\u00e1cia e impacto ambiental. Plataformas baseadas em IA podem auxiliar na obten\u00e7\u00e3o de resultados, fornecendo insights abrangentes, dando confian\u00e7a aos \u00f3rg\u00e3os reguladores e reduzindo o risco de contratempos nas fases posteriores de testes. Superar essa lacuna exige uma abordagem unificada, onde inova\u00e7\u00e3o e implementa\u00e7\u00e3o pr\u00e1tica trabalhem juntas.<\/p>\n<h2><strong>Engenharia de Sistemas Resilientes para o Futuro<\/strong><\/h2>\n<p>Embora o cen\u00e1rio atual da prote\u00e7\u00e3o de cultivos apresente desafios, ele tamb\u00e9m oferece uma oportunidade de transforma\u00e7\u00e3o que impactar\u00e1 significativamente a produtividade das gera\u00e7\u00f5es futuras. Com os agricultores enfrentando desafios crescentes, como resist\u00eancia a pragas, press\u00f5es regulat\u00f3rias e mudan\u00e7as clim\u00e1ticas, nunca houve uma necessidade t\u00e3o grande de inova\u00e7\u00e3o mais inteligente, segura e r\u00e1pida. Os m\u00e9todos de descoberta baseados em IA proporcionam uma nova abordagem, auxiliando o setor na cria\u00e7\u00e3o de novos modos de a\u00e7\u00e3o e compostos qu\u00edmicos mais seguros que podem superar a resist\u00eancia sem colocar em risco o meio ambiente ou a sa\u00fade humana.<\/p>\n<p>Essas tecnologias s\u00e3o a base de um sistema alimentar mais resiliente e sustent\u00e1vel, capaz de resistir aos desafios futuros. No entanto, a tecnologia, por si s\u00f3, n\u00e3o consegue provocar uma mudan\u00e7a de paradigma.<\/p>\n<p>Precisamos de coordena\u00e7\u00e3o em todo o sistema agr\u00edcola. Isso inclui inovadores que priorizam solu\u00e7\u00f5es transparentes e escal\u00e1veis, reguladores que apoiam pr\u00e1ticas baseadas em dados e agricultores que possuem os recursos e o conhecimento necess\u00e1rios para implementar essas novas ferramentas de prote\u00e7\u00e3o de cultivos. Ao investir em tecnologias que aumentam a produtividade com menor impacto ambiental, como plataformas de descoberta baseadas em intelig\u00eancia artificial, podemos preparar a agricultura global para o futuro e inaugurar uma nova era de inova\u00e7\u00e3o que beneficie os agricultores, o mercado e o meio ambiente.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tony Klemm, CEO da Enko, defende uma reformula\u00e7\u00e3o na maneira como descobrimos, validamos e implementamos solu\u00e7\u00f5es de prote\u00e7\u00e3o de cultivos de \u00faltima gera\u00e7\u00e3o para uma inova\u00e7\u00e3o mais r\u00e1pida e eficaz.<\/p>","protected":false},"author":110,"featured_media":80805,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1917,4,1604,1848],"tags":[54],"class_list":["post-80807","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-abg-update-feature","category-agrochemicals","category-agtech","category-executive-outlook","tag-featured-home"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Farmers Need New Tools: A Data-Driven Future for Crop Protection - AgriBusiness Global<\/title>\n<meta name=\"description\" content=\"Enko CEO Tony Klemm urges rethinking how we discover, validate and deploy next-generation crop protection solutions for faster, effective innovation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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