{"id":64854,"date":"2019-08-28T09:49:47","date_gmt":"2019-08-28T13:49:47","guid":{"rendered":"https:\/\/www.agribusinessglobal.com\/?p=64854"},"modified":"2019-10-01T09:56:48","modified_gmt":"2019-10-01T13:56:48","slug":"making-sense-of-sensors-for-precision-agriculture","status":"publish","type":"post","link":"https:\/\/www.agribusinessglobal.com\/pt\/agtech\/making-sense-of-sensors-for-precision-agriculture\/","title":{"rendered":"Compreendendo os sensores para agricultura de precis\u00e3o"},"content":{"rendered":"<p>A agricultura de precis\u00e3o continua a ganhar interesse e tra\u00e7\u00e3o em toda a ind\u00fastria de insumos agr\u00edcolas. Solu\u00e7\u00f5es integradas \u2013 quer incluam drones, sat\u00e9lites, sensores ou outras tecnologias \u2013 t\u00eam muito a oferecer aos produtores e certamente podem ter um impacto na aplica\u00e7\u00e3o. <a href=\"https:\/\/www.agribusinessglobal.com\/pt\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Agroneg\u00f3cio Global<\/em><\/a> entrevistou Ash Madgavkar, fundador da <a href=\"http:\/\/www.ceresimaging.net\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ceres Imagem<\/a>, uma empresa de agricultura de precis\u00e3o sediada na Calif\u00f3rnia que ajuda produtores e consultores agr\u00edcolas a tomar decis\u00f5es inteligentes sobre gest\u00e3o agr\u00edcola com sensores propriet\u00e1rios, an\u00e1lises, modelos de aprendizado de m\u00e1quina e ci\u00eancia vegetal.<\/p>\n<p>Madgavkar discutiu como os sensores se encaixam no cen\u00e1rio mais amplo da agricultura de precis\u00e3o hoje e qual o papel que eles desempenhar\u00e3o no futuro.<\/p>\n<p><strong>A aplica\u00e7\u00e3o de precis\u00e3o est\u00e1 crescendo rapidamente em todo o mundo. Qual o papel dos sensores na aplica\u00e7\u00e3o de precis\u00e3o?<\/strong><\/p>\n<div id=\"attachment_64855\" style=\"width: 267px\" class=\"wp-caption alignright\"><a href=\"\/pt\/Ash_Madgavkar\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-64855\" class=\"wp-image-64855 size-medium\" src=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-257x300.jpg\" width=\"257\" height=\"300\" alt=\"Making Sense of Sensors for Precision Agriculture\" srcset=\"https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-257x300.jpg 257w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-768x898.jpg 768w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-876x1024.jpg 876w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-282x330.jpg 282w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-62x72.jpg 62w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-308x360.jpg 308w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-493x576.jpg 493w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-616x720.jpg 616w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-924x1080.jpg 924w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-949x1110.jpg 949w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-73x85.jpg 73w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-300x351.jpg 300w, https:\/\/d6kq167ddwbdq.cloudfront.net\/farmchemint\/wp-content\/uploads\/2019\/08\/Ash_Madgavkar_Headshot-150x175.jpg 150w\" sizes=\"auto, (max-width: 257px) 100vw, 257px\" \/><\/a><p id=\"caption-attachment-64855\" class=\"wp-caption-text\">Ash Madgavkar, Fundador, Ceres Imaging<\/p><\/div>\n<p>Apresentamos um programa de educa\u00e7\u00e3o continuada chamado \u201c<a href=\"http:\/\/www.ceresimaging.net\/advancesinimagery\" target=\"_blank\" rel=\"noopener noreferrer\">Avan\u00e7os em Imagens<\/a>.\u201d Em nosso epis\u00f3dio mais recente, o consultor agr\u00edcola da UC Cooperative Extension, George Zhuang, argumentou que os dados s\u00e3o a \u00fanica coisa que mais impede a aplica\u00e7\u00e3o de precis\u00e3o. Concordamos com essa vis\u00e3o e achamos que os sensores fornecer\u00e3o:<\/p>\n<ul>\n<li>Contribui\u00e7\u00e3o importante nas prescri\u00e7\u00f5es e planejamento de VRA de nutrientes de pr\u00e9-temporada;<\/li>\n<li>Um componente cr\u00edtico para qualquer prescri\u00e7\u00e3o de nutrientes VRA na esta\u00e7\u00e3o; e<\/li>\n<li>Dados cr\u00edticos para aplica\u00e7\u00f5es de precis\u00e3o n\u00e3o relacionadas a nutrientes, incluindo aplica\u00e7\u00f5es de pesticidas, fungicidas, \u00e1gua e reguladores de crescimento.<\/li>\n<\/ul>\n<p><strong>Como a tecnologia de sensores se integra a outras tecnologias de agricultura de precis\u00e3o?<\/strong><\/p>\n<p>O Ceres Imaging foi projetado para capacitar os produtores a tomar decis\u00f5es inteligentes. Para esse fim, n\u00f3s o integramos com<strong>\u00a0<\/strong>muitas plataformas l\u00edderes de agricultura digital, como <a href=\"https:\/\/climate.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Vis\u00e3o de campo<\/a> e <a href=\"https:\/\/www.deere.ca\/en\/technology-products\/precision-ag-technology\/data-management\/operations-center\/\" target=\"_blank\" rel=\"noopener noreferrer\">Centro de Opera\u00e7\u00f5es John Deere<\/a>. Isso significa que nossas imagens podem ser visualizadas nessas plataformas e junto com outras fontes de dados. Tamb\u00e9m facilitamos para os produtores o upload de dados de terceiros na plataforma Ceres Imaging se eles preferirem trabalhar em nossa ferramenta. Alguns produtores est\u00e3o integrando o Ceres com seus mapas de rendimento para melhorar a granularidade\/resolu\u00e7\u00e3o desses mapas de rendimento.<\/p>\n<p>A Ceres Imaging tamb\u00e9m priorizou integra\u00e7\u00f5es com outros provedores de hardware para aumentar a precis\u00e3o de nossos insights e tornar os dados mais acion\u00e1veis. Isso inclui integra\u00e7\u00f5es com sensores em campo, bem como a pr\u00f3xima gera\u00e7\u00e3o de equipamentos de irriga\u00e7\u00e3o de precis\u00e3o.<\/p>\n<p><strong>Como a tecnologia de sensores mudar\u00e1 nos pr\u00f3ximos anos\/d\u00e9cada e que impacto isso ter\u00e1 na agricultura de precis\u00e3o?<\/strong><\/p>\n<p>A mudan\u00e7a tecnol\u00f3gica dos sensores est\u00e1 sendo impulsionada por redu\u00e7\u00f5es de custos em hardware de sensores, melhorias em IA e an\u00e1lise de dados e benef\u00edcios que v\u00eam do trabalho com dados maiores e conjuntos de dados mais diversos. Acreditamos que, com essas melhorias, a detec\u00e7\u00e3o evoluir\u00e1 de fazer identifica\u00e7\u00e3o de problemas para fazer previs\u00f5es e diagn\u00f3sticos de problemas. Vemos uma tend\u00eancia cont\u00ednua em dire\u00e7\u00e3o \u00e0 integra\u00e7\u00e3o entre diferentes tipos de sensores e hardware. E achamos que isso beneficiar\u00e1 as empresas de detec\u00e7\u00e3o maiores que podem fornecer a escala necess\u00e1ria para tornar essas integra\u00e7\u00f5es valiosas. Tamb\u00e9m achamos que a usabilidade e a capacidade de a\u00e7\u00e3o melhorar\u00e3o drasticamente, o que aumentar\u00e1 a ado\u00e7\u00e3o significativamente. No passado, os produtores tinham que fazer treinamento profundo e peneirar centenas de imagens. Hoje (existem) ferramentas para detectar, classificar e diagnosticar automaticamente problemas de piv\u00f4 central para que os gerentes possam voltar ao campo e se concentrar nas coisas importantes.<\/p>\n<p><strong>Quais fatores (ou seja, relacionados \u00e0 ind\u00fastria, econ\u00f4micos, regulat\u00f3rios) influenciar\u00e3o como os sensores ser\u00e3o usados no futuro?<\/strong><\/p>\n<p>Abaixo est\u00e3o algumas das metatend\u00eancias que acreditamos que influenciar\u00e3o as taxas de ado\u00e7\u00e3o e como os sensores est\u00e3o sendo usados.<\/p>\n<ul>\n<li><strong>Pre\u00e7os:<\/strong> Pre\u00e7os baixos de commodities desestimulam investimentos em pr\u00e1ticas de gest\u00e3o. Acreditamos que pre\u00e7os baixos de commodities desacelerar\u00e3o a ado\u00e7\u00e3o no curto prazo.<\/li>\n<li><strong>Custos:<\/strong> Do outro lado dessa tend\u00eancia, acreditamos que os aumentos nos custos de insumos e m\u00e3o de obra expandir\u00e3o a ado\u00e7\u00e3o de sensores, o que pode reduzir significativamente os custos de nutrientes, controle de doen\u00e7as e entrada de \u00e1gua.<\/li>\n<li><strong>Regulamento:<\/strong> Esperamos que os sensores sejam usados para conformidade e tamb\u00e9m para melhor gerenciamento de recursos em resposta \u00e0 regulamenta\u00e7\u00e3o.<\/li>\n<li><strong>Mudan\u00e7as clim\u00e1ticas:<\/strong> Estamos vendo uma variabilidade crescente de eventos clim\u00e1ticos aumentando drasticamente a ado\u00e7\u00e3o de tecnologia de sensores, \u00e0 medida que modelos de previs\u00e3o estagnados se tornam irrelevantes.<\/li>\n<\/ul>\n<p><strong>O que as empresas podem fazer no curto prazo para mitigar os custos que as tarifas criar\u00e3o?<\/strong><\/p>\n<p>No curto prazo, continuaremos a ver alguns produtores tentando controlar os custos at\u00e9 que tenham uma vis\u00e3o mais clara das tarifas. Estamos vendo isso com produtores que est\u00e3o buscando manobrabilidade e oportunidades para atrasar ou evitar gastos iniciais significativos. Um exemplo disso \u00e9 adotar uma taxa vari\u00e1vel ou aplica\u00e7\u00e3o de nitrog\u00eanio na esta\u00e7\u00e3o como uma alternativa a uma grande aplica\u00e7\u00e3o inicial de nitrog\u00eanio.<\/p>\n<p>Para jogadores mais verticais, veremos algumas decis\u00f5es dif\u00edceis sobre investimentos na temporada. Por exemplo, um dos nossos maiores clientes, <a href=\"https:\/\/www.olamgroup.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Olam Internacional<\/a>, est\u00e1 usando nosso Cumulative Stress Index para prever o rendimento na temporada. Ele est\u00e1 ajudando-os a analisar o ROI em v\u00e1rias corre\u00e7\u00f5es ou investimentos potenciais para melhorar o rendimento. Acho que veremos mais produtores seguindo o exemplo deles.<\/p>","protected":false},"excerpt":{"rendered":"<p>A agricultura de precis\u00e3o continua a ganhar interesse e tra\u00e7\u00e3o em toda a ind\u00fastria de insumos agr\u00edcolas. Solu\u00e7\u00f5es integradas \u2013 quer incluam drones,\u2026<\/p>","protected":false},"author":112,"featured_media":64857,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1604],"tags":[578,1737],"class_list":["post-64854","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agtech","tag-precision-agriculture","tag-precision-application-asia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Making Sense of Sensors for Precision Agriculture - AgriBusiness Global<\/title>\n<meta name=\"description\" content=\"Precision agriculture continues to gain interest and traction throughout the crop inputs industry. 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