{"id":7244,"date":"2020-07-24T15:54:41","date_gmt":"2020-07-24T18:54:41","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=7244"},"modified":"2022-09-22T16:36:37","modified_gmt":"2022-09-22T19:36:37","slug":"aplicacoes-que-utilizam-iot-no-agronegocio","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/aplicacoes-que-utilizam-iot-no-agronegocio\/","title":{"rendered":"Aplica\u00e7\u00f5es que utilizam IOT no Agroneg\u00f3cio"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1500\" height=\"450\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2020\/07\/Aplicacoes-que-utilizam-IOT-no-Agronegocio-1.jpg\" alt=\"Aplica\u00e7\u00f5es que utilizam IOT no Agroneg\u00f3cio\" class=\"wp-image-13336\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2020\/07\/Aplicacoes-que-utilizam-IOT-no-Agronegocio-1.jpg 1500w, http:\/\/dataex.com.br\/wp-content\/uploads\/2020\/07\/Aplicacoes-que-utilizam-IOT-no-Agronegocio-1-1280x384.jpg 1280w, http:\/\/dataex.com.br\/wp-content\/uploads\/2020\/07\/Aplicacoes-que-utilizam-IOT-no-Agronegocio-1-980x294.jpg 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2020\/07\/Aplicacoes-que-utilizam-IOT-no-Agronegocio-1-480x144.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1500px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Atualizado em: 20\/09\/2022<\/em><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>IOT (Ou Internet das Coisas) \u00e9 uma rede de objetos f\u00edsicos atrelada a: sensores, softwares e etc. O objetivo dessa conex\u00e3o \u00e9 criar uma &#8220;troca&#8221; entre esses objetos e conectar dados atrav\u00e9s da internet. Especialistas acreditam que at\u00e9 2025 teremos mais de 22 de bilh\u00f5es de dispositivos IOT funcionando em todo o mundo. Por isso todas as empresas, independente do ramo em que atuam, precisam desse sistema para movimentar aplica\u00e7\u00f5es e neg\u00f3cios.<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o \u00e9 novidade que a tecnologia ajuda a impulsionar qualquer \u00e1rea onde \u00e9 aplicada, na agricultura n\u00e3o \u00e9 diferente. Segundo o Minist\u00e9rio da Ci\u00eancia, Tecnologia, Inova\u00e7\u00f5es e Comunica\u00e7\u00f5es, o uso de solu\u00e7\u00f5es de Internet das coisas (Internet of things \u2013 IOT em ingl\u00eas) no <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/category\/agronegocio\/\" target=\"_blank\" rel=\"noreferrer noopener\">agro movimentar\u00e1 entre US$ 5 bilh\u00f5es e &nbsp;&nbsp;US$ 21 bilh\u00f5es at\u00e9 2025<\/a> e de acordo com a Embrapa, este investimento ter\u00e1 um impacto de at\u00e9 US$200 bilh\u00f5es na economia do Brasil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A utiliza\u00e7\u00e3o de IOT no agroneg\u00f3cio j\u00e1 \u00e9 uma realidade no pa\u00eds e aliada agricultura e pecu\u00e1ria de precis\u00e3o, \u201cBig Data\u201d, automa\u00e7\u00e3o e rob\u00f3tica agr\u00edcola, permitiram que fossem criados meios para aumentar a produtividade, abaixar os custos e ainda, diminuir o impacto no meio ambiente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Caso voc\u00ea esteja se perguntando, \u201c<em>mas o que eu posso fazer com IOT na agricultura?<\/em>\u201d, aqui est\u00e3o algumas das aplica\u00e7\u00f5es e seus impactos:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>An\u00e1lise meteorol\u00f3gica:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Atrav\u00e9s de sensores clim\u00e1ticos e medidores de irradia\u00e7\u00e3o de raios ultravioleta \u00e9 poss\u00edvel coletar dados mais precisos sobre o clima no local de plantio\/colheita, com a an\u00e1lise dos dados por ferramentas inteligentes \u00e9 poss\u00edvel medir os insumos e controlar a irriga\u00e7\u00e3o de uma forma mais precisa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Imagens de Sat\u00e9lites:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A utiliza\u00e7\u00e3o de imagens de sat\u00e9lites \u00e9 uma tend\u00eancia na agricultura 4.0 e pode ser utilizada para alguns fins, como:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Analisar a densidade de vegeta\u00e7\u00e3o na \u00e1rea de plantio<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Identifica\u00e7\u00e3o e localiza\u00e7\u00e3o de pragas<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Planejamento de irriga\u00e7\u00e3o<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Telemetria:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O monitoramento de tratores e outros tipos de maquin\u00e1rio \u00e9 feito na maior parte dos casos, com sensores em conjunto com servi\u00e7os cloud. Dados como localiza\u00e7\u00e3o, temperatura da m\u00e1quina, consumo de combust\u00edvel, rota\u00e7\u00e3o do motor e quantidade de insumo no trator s\u00e3o enviados para a plataforma cloud e disponibilizada para ferramentas de an\u00e1lise que transformam os dados em informa\u00e7\u00e3o e as apresenta de forma amig\u00e1vel e intuitiva, que pode ser em smartphones ou tablets<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"leia-mais-linkedin\">As aplica\u00e7\u00f5es citadas acima s\u00e3o algumas das in\u00fameras maneiras de se utilizar IOT no&nbsp;<em>agrobusiness<\/em>. Conforme citado, IOT geralmente vem acompanhada de outras ferramentas complementares para coletar, armazenar, transformar os dados em&nbsp;<em>insights<\/em>&nbsp;e consequentemente, auxiliar no planejamento e decis\u00f5es estrat\u00e9gicas da empresa. N\u00f3s da DataEX, temos expertise nessas ferramentas, desde a coleta at\u00e9 a apresenta\u00e7\u00e3o dos dados de forma amig\u00e1vel e de f\u00e1cil compreens\u00e3o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para demonstrar de forma mais clara, vamos a um exemplo com a demanda do cliente e a arquitetura IOT, utilizando a plataforma Microsoft Azure:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cliente:&nbsp;<em>\u201cEstou interessado em utilizar dados meteorol\u00f3gicos da minha regi\u00e3o para melhorar meu planejamento de irriga\u00e7\u00e3o e utiliza\u00e7\u00e3o de insumos de forma mais assertiva.\u201d<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"567\" height=\"254\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/Imagem1-1.png\" alt=\"\" class=\"wp-image-9831\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/Imagem1-1.png 567w, http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/Imagem1-1-480x215.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 567px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o entraremos em detalhes sobre a arquitetura pois n\u00e3o \u00e9 o foco deste artigo, mas devemos lembrar que cada cen\u00e1rio exige uma arquitetura espec\u00edfica para a melhor utiliza\u00e7\u00e3o dos dados e a perpetua\u00e7\u00e3o da an\u00e1lise.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Seguindo a arquitetura acima, o fluxo dos dados deste exemplo se comporta da seguinte maneira:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>A primeira camada (Devices) ser\u00e1 a origem do dado, capturado por sensores clim\u00e1ticos onde esses dados s\u00e3o transportados para a pr\u00f3xima camada, dando continuidade ao fluxo dos dados.<\/li><li>Na Segunda camada (Coleta de Dados), utilizando ferramentas como Azure IOTHUB e Azure Stream Analytics, os dados s\u00e3o transformados, preparados e transportados para a pr\u00f3xima camada.<\/li><li>Na \u00faltima camada do nosso exemplo (An\u00e1lise e Apresenta\u00e7\u00e3o) temos duas op\u00e7\u00f5es, podemos armazenar este dado para an\u00e1lises hist\u00f3ricas utilizando Azure Synapse, ou podemos encaminhar o dado diretamente para a plataforma de apresenta\u00e7\u00e3o utilizando PowerBI que ir\u00e1 indicar em tempo real os dados coletados dos sensores.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A agricultura \u00e9 vasta e diversificada no Brasil, tendo diversos cen\u00e1rios e preocupa\u00e7\u00f5es especificas para cada regi\u00e3o e cultura, mas \u00e9 poss\u00edvel utilizar essas ferramentas inteligentes para cada cen\u00e1rio e ter impactos positivos, aumentando a produ\u00e7\u00e3o, automatizando processos e reduzindo custos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;Por&nbsp;<strong>Guilherme Brossi<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cientista de Dados | DataEX<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Conhe\u00e7a mais sobre o tema acessando o <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/blog\/\" target=\"_blank\" rel=\"noreferrer noopener\">DataEX blog<\/a> e nos seguindo em nossas <a href=\"https:\/\/www.linkedin.com\/company\/dataex\/posts\/?feedView=all&amp;viewAsMember=true\" target=\"_blank\" rel=\"noreferrer noopener\">social networks<\/a>. Estamos trabalhando diariamente para trazer novidades e informa\u00e7\u00f5es essenciais sobre o universo dos Dados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Voc\u00ea deseja implementar o Azure em sua empresa?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O time de especialistas da DataEX est\u00e1 preparado  para te auxiliar do in\u00edcio ao fim neste processo. Transformamos dados em informa\u00e7\u00f5es poderosas que podem turbinar seu neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Preencha o formul\u00e1rio e um de nossos EXperts vai te apresentar a transforma\u00e7\u00e3o tecnol\u00f3gica que sua empresa precisa.<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>N\u00e3o \u00e9 novidade que a tecnologia ajuda a impulsionar qualquer \u00e1rea onde \u00e9 aplicada, na agricultura n\u00e3o \u00e9 diferente. <\/p>","protected":false},"author":15,"featured_media":13337,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"1080","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[42,50],"tags":[],"class_list":["post-7244","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agronegocio","category-iot"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Aplica\u00e7\u00f5es que utilizam IOT no Agroneg\u00f3cio - DataEX<\/title>\n<meta name=\"description\" content=\"Saiba como utilizar a tecnologia IOT em aplica\u00e7\u00f5es do Agroneg\u00f3cio lendo o artigo sobre o tema aqui no Blogo DataEX. 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