{"id":7106,"date":"2024-05-03T12:05:24","date_gmt":"2024-05-03T15:05:24","guid":{"rendered":"https:\/\/agrodata.me\/?p=7106"},"modified":"2024-05-03T12:05:24","modified_gmt":"2024-05-03T15:05:24","slug":"gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis","status":"publish","type":"post","link":"https:\/\/agrodata.me\/en\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/","title":{"rendered":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS"},"content":{"rendered":"<p style=\"margin-top: 0pt; padding-top: 0; margin-bottom: 8pt; padding-bottom: 0; line-height: 1.3;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">O valor das tecnologias geoespaciais para a ind\u00fastria AEC (arquitetura, engenharia e constru\u00e7\u00e3o) \u00e9 ineg\u00e1vel. Em particular, a combina\u00e7\u00e3o de imagens de drones (UAV), a precis\u00e3o dos receptores GNSS e a visualiza\u00e7\u00e3o e o compartilhamento de informa\u00e7\u00f5es espaciais de plataformas de mapeamento, como o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> da Esri, revelam um verdadeiro tesouro de informa\u00e7\u00f5es.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Recentemente, um grande projeto de desenvolvimento residencial e comercial no Texas juntou estas tecnologias. Trabalhando em conjunto para um \u00fanico cliente, dois fornecedores locais de servi\u00e7os geoespaciais &#8211; <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Texian<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">Geospatial<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> &amp; <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Asset<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">Solutions<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> (<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">) e <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TXDronePics<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> &#8211; criaram um sistema de gest\u00e3o de constru\u00e7\u00e3o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">geoespacialmente<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> avan\u00e7ado e altamente preciso. O sistema permitiu n\u00e3o s\u00f3 um monitoramento confi\u00e1vel e quase em tempo real do local de constru\u00e7\u00e3o, mas tamb\u00e9m a capacidade de verificar as constru\u00e7\u00f5es a partir de imagens e compartilhar informa\u00e7\u00f5es espec\u00edficas com as partes interessadas internas e externas.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><strong><span style=\"color: #3b3b3b; font-size: 22pt;\">Sobre os requisitos do projeto<\/span><\/strong><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">H\u00e1 cerca de um ano, a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TXDronePics<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> contatou a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> para uma colabora\u00e7\u00e3o com um cliente que necessitava da interliga\u00e7\u00e3o de uma variedade de hardware e software geoespacial.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">O cliente, La Cima, \u00e9 uma constru\u00e7\u00e3o de 970 hectares situada pr\u00f3ximo \u00e0 rodovia I-35, entre San <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Antonio<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> e Austin, Texas. O condom\u00ednio \u00e9 uma subdivis\u00e3o de San Marcos, Texas, e inclui espa\u00e7o para os residentes viverem, socializarem e recrearem. Desde que a constru\u00e7\u00e3o da comunidade come\u00e7ou em 2017, v\u00e1rias publica\u00e7\u00f5es j\u00e1 classificaram esta subdivis\u00e3o como um dos &#8220;Melhores lugares para se aposentar&#8221;, &#8220;Uma das 10 cidades pequenas mais tranquilas da Am\u00e9rica&#8221; e outros elogios de v\u00e1rias publica\u00e7\u00f5es.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">A constru\u00e7\u00e3o de La Cima possu\u00eda cinco requisitos essenciais. Todos eles exigiam informa\u00e7\u00e3o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">geoespacialmente<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> confi\u00e1vel, capaz de ser vista, compartilhada e analisada quase em tempo real:<\/span><\/p>\n<div class=\"ol\" style=\"margin: 0;\">\n<div class=\"li\" style=\"margin: 0;\">\n<div style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt; margin-left: 36pt;\"><span style=\"display: inline-block; position: relative; text-indent: -18pt; color: #3b3b3b;\">1.<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Imagens a\u00e9reas antigas e novas: Capacidade de visualizar imagens a\u00e9reas antigas do local de constru\u00e7\u00e3o, bem como novas imagens a\u00e9reas capturadas durante voos semanais de UAV e sintetizadas em mosaicos mensais<\/span><\/div>\n<\/div>\n<div class=\"li\" style=\"margin: 0;\">\n<div style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt; margin-left: 36pt;\"><span style=\"display: inline-block; position: relative; text-indent: -18pt; color: #3b3b3b;\">2.<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Dados CAD: Capacidade de visualizar dados CAD de lotes e fases<\/span><\/div>\n<\/div>\n<div class=\"li\" style=\"margin: 0;\">\n<div style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt; margin-left: 36pt;\"><span style=\"display: inline-block; position: relative; text-indent: -18pt; color: #3b3b3b;\">3.<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Dados As-<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Built<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">: Capacidade de visualizar e incorporar dados as-<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">built<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> capturados de forma consistente de novas constru\u00e7\u00f5es<\/span><\/div>\n<\/div>\n<div class=\"li\" style=\"margin: 0;\">\n<div style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt; margin-left: 36pt;\"><span style=\"display: inline-block; position: relative; text-indent: -18pt; color: #3b3b3b;\">4.<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Ferramentas de valida\u00e7\u00e3o de constru\u00e7\u00e3o: Capacidade de medir e, assim, validar o progresso da nova constru\u00e7\u00e3o a partir de caracter\u00edsticas das imagens do mosaico &#8211; com uma precis\u00e3o extremamente elevada<\/span><\/div>\n<\/div>\n<div class=\"li\" style=\"margin: 0;\">\n<div style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt; margin-left: 36pt;\"><span style=\"display: inline-block; position: relative; text-indent: -18pt; color: #3b3b3b;\">5.<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Compartilhamento avan\u00e7ado de informa\u00e7\u00f5es: Capacidade de disponibilizar estes dados de forma espec\u00edfica a v\u00e1rios interessados internos e externos (por exemplo, gestores de constru\u00e7\u00e3o, empreiteiros, inspetores, agentes financeiros)<\/span><\/div>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><strong><span style=\"color: #3b3b3b; font-size: 22pt;\">A prova de conceito: Mapas Web como melhor forma de visualizar, compartilhar e analisar dados da constru\u00e7\u00e3o ao longo do tempo<\/span><\/strong><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Desde o in\u00edcio do projeto, em abril de 2017, a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TXDronePics<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> captou imagens de UAV do local de constru\u00e7\u00e3o. As imagens de UAV s\u00e3o registadas semanalmente, com \u00eanfase nas \u00e1reas onde a constru\u00e7\u00e3o est\u00e1 ou esteve ativamente em curso. Na \u00faltima semana de cada m\u00eas, a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeospatial<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> re\u00fane e processa as imagens de toda a \u00e1rea em mosaicos, para dar ao cliente uma vis\u00e3o global de alta resolu\u00e7\u00e3o do<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">local.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Para garantir a precis\u00e3o das imagens, foi utilizado um receptor GNSS <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Eos<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> Arrow Gold para definir pontos de controlo no solo (<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">GCPs<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">). Quando ligados a uma esta\u00e7\u00e3o de base RTK, os pontos de controle terrestres (<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">GCPs<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">)<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">,<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">coletados com o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Arrow Gold<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">,<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> garantiram uma precis\u00e3o final de 1 a 3 cent\u00edmetros. Este processo permit<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">iu<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> a obten\u00e7\u00e3o de imagens de elevada precis\u00e3o com uma margem de poucos cent\u00edmetros, tanto para as imagens como para as novas caracter\u00edsticas da constru\u00e7\u00e3o nelas registadas.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Nos primeiros dias do projeto, os arquivos de imagens do UAV foram carregados para uma conta Dropbox\u00ae, que foi ent\u00e3o compartilhada com o pessoal especializado para download e visualiza\u00e7\u00e3o. A equipe podia incluir partes interessadas internas, tais como gestores de projeto que analisavam o progresso da constru\u00e7\u00e3o e monitoravam as \u00e1reas de desafio, bem como partes interessadas externas, tais como contatos financeiros e municipais que foram encarregados de analisar o progresso do local e \u00e1reas de interesse (por exemplo, pontos de inspe\u00e7\u00e3o).<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">A <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> introduziu o conceito de mapas Web como uma alternativa ao compartilhamento de informa\u00e7\u00f5es baseado em arquivos. \u00c0 medida que os meses dos projetos passavam e o n\u00famero de imagens e arquivos de mosaico aumentava, a ideia ganhou for\u00e7a. Para demonstrar o conceito, a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> criou um mapa Web simples no <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> Online da Esri que continha o plano diretor CAD do local de constru\u00e7\u00e3o e outras camadas valiosas (por exemplo, dados de parcelas, tipo de solo). Devido \u00e0 extrema precis\u00e3o do mapa, as partes interessadas puderam tirar proveito das ferramentas anal\u00edticas do <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> Online para efetuar c\u00e1lculos, tais como volumes de material acumulado, diretamente das imagens a\u00e9reas. Isto permitiu-lhes estimar as cargas de caminh\u00e3o necess\u00e1rias para mover o material armazenado, o que, por sua vez, lhes permitiu validar as faturas das empresas de transporte.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Os gestores de projeto reconheceram imediatamente o valor dos mapas web e autorizaram a compra e a configura\u00e7\u00e3o da sua pr\u00f3pria conta organizacional <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> Online para desenvolver o conceito.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Apreciando o valor desses mapas da web, a La Cima questionou sobre outros usos potenciais desses mapas. Para satisfazer o seu pedido, a <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> criou tr\u00eas aplica\u00e7\u00f5es separadas e espec\u00edficas do fluxo de trabalho.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">O primeiro foi o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Construction<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">Viewer<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">. Criado na pr\u00f3pria conta organizacional do cliente no <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> Online, este visualizador permitiu \u00e0 La Cima personalizar os seus mapas e compartilhar as informa\u00e7\u00f5es de forma espec\u00edfica com as partes interessadas externas. At\u00e9 inclu\u00edram mapas espec\u00edficos no seu website para uso p\u00fablico.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">A segunda aplica\u00e7\u00e3o foi o &#8221; <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Imagery<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">Viewer<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> &#8220;. Esta ferramenta apresentava todos os mosaicos de UAV e imagens fixas num \u00fanico mapa. Proporciona ao usu\u00e1rio um controle total sobre quais <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">imagens s\u00e3o exibidas. A <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">TexianGeo<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\"> trabalhou em estreita colabora\u00e7\u00e3o com a equipe da Esri para criar uma camada robusta de pontos antigos. Esta camada de pontos permite ao utilizador clicar em qualquer ponto e ver o hist\u00f3rico completo das imagens tiradas desse ponto desde o in\u00edcio do projeto.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">A terceira e \u00faltima aplica\u00e7\u00e3o \u00e9 o <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">Timeline<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">Viewer<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">. Esta ferramenta, criada com recurso pelo <\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">ArcGIS<\/span> <span style=\"color: #3b3b3b; font-size: 11pt;\">StoryMaps<\/span><span style=\"color: #3b3b3b; font-size: 11pt;\">, apresenta um progresso gr\u00e1fico e escrito do projeto ao longo do tempo. Combina imagens a\u00e9reas, fotografias e texto descritivo num formato de cursor, permitindo ao observador deslizar sobre uma \u00e1rea selecionada e comparar as suas imagens ao longo do tempo, lado a lado.<\/span><\/p>\n<p style=\"text-align: justify; margin-top: 5pt; padding-top: 0; margin-bottom: 0pt; padding-bottom: 0; line-height: 1.8; font-size: 12pt;\"><span style=\"color: #3b3b3b; font-size: 11pt;\">Ao longo do projeto, a La Cima atribuiu aos mapas de gest\u00e3o da constru\u00e7\u00e3o economias de custos e maior efici\u00eancia no monitoramento das fases de constru\u00e7\u00e3o e opera\u00e7\u00e3o do projeto. Ainda hoje, os participantes do projeto utilizam os mapas da Web para visualizar uma vista a\u00e9rea quase em tempo real do local de constru\u00e7\u00e3o, para pesquisar \u00e1reas e pontos de interesse, e utilizam os mapas para oferecer informa\u00e7\u00f5es aos envolvidos a posteriori, como organiza\u00e7\u00f5es de servi\u00e7os p\u00fablicos e de transporte.<\/span><\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>O valor das tecnologias geoespaciais para a ind\u00fastria AEC (arquitetura, engenharia e constru\u00e7\u00e3o) \u00e9 ineg\u00e1vel. Em particular, a combina\u00e7\u00e3o de imagens de drones (UAV), a&#8230;<\/p>","protected":false},"author":1,"featured_media":7107,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62],"tags":[75,76,103,82],"class_list":{"0":"post-7106","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-casos-de-sucesso-eos","8":"tag-arrow","9":"tag-eos","10":"tag-esri","11":"tag-receptorgnss"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/agrodata.me\/en\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData\" \/>\n<meta property=\"og:description\" content=\"O valor das tecnologias geoespaciais para a ind\u00fastria AEC (arquitetura, engenharia e constru\u00e7\u00e3o) \u00e9 ineg\u00e1vel. Em particular, a combina\u00e7\u00e3o de imagens de drones (UAV), a...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/agrodata.me\/en\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/\" \/>\n<meta property=\"og:site_name\" content=\"AgroData\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-03T15:05:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1589\" \/>\n\t<meta property=\"og:image:height\" content=\"893\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"AgroData\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"AgroData\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/\"},\"author\":{\"name\":\"AgroData\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/#\\\/schema\\\/person\\\/2421e6a1754ffa77e5f9c48e015c97c5\"},\"headline\":\"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS\",\"datePublished\":\"2024-05-03T15:05:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/\"},\"wordCount\":1226,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/agrodata.me\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/LaCima-showing-a-picture-attribute-from-a-point.jpg\",\"keywords\":[\"Arrow\",\"EOS\",\"Esri\",\"receptorgnss\"],\"articleSection\":[\"Casos de Sucesso EOS\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/\",\"url\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/\",\"name\":\"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/agrodata.me\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/LaCima-showing-a-picture-attribute-from-a-point.jpg\",\"datePublished\":\"2024-05-03T15:05:24+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/#\\\/schema\\\/person\\\/2421e6a1754ffa77e5f9c48e015c97c5\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#primaryimage\",\"url\":\"https:\\\/\\\/agrodata.me\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/LaCima-showing-a-picture-attribute-from-a-point.jpg\",\"contentUrl\":\"https:\\\/\\\/agrodata.me\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/LaCima-showing-a-picture-attribute-from-a-point.jpg\",\"width\":1589,\"height\":893},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/2024\\\/05\\\/03\\\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/agrodata.me\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/#website\",\"url\":\"https:\\\/\\\/agrodata.me\\\/\",\"name\":\"AgroData\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/agrodata.me\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/agrodata.me\\\/#\\\/schema\\\/person\\\/2421e6a1754ffa77e5f9c48e015c97c5\",\"name\":\"AgroData\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g\",\"caption\":\"AgroData\"},\"url\":\"https:\\\/\\\/agrodata.me\\\/en\\\/author\\\/adm_agrodata\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/agrodata.me\/en\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/","og_locale":"en_US","og_type":"article","og_title":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData","og_description":"O valor das tecnologias geoespaciais para a ind\u00fastria AEC (arquitetura, engenharia e constru\u00e7\u00e3o) \u00e9 ineg\u00e1vel. Em particular, a combina\u00e7\u00e3o de imagens de drones (UAV), a...","og_url":"https:\/\/agrodata.me\/en\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/","og_site_name":"AgroData","article_published_time":"2024-05-03T15:05:24+00:00","og_image":[{"width":1589,"height":893,"url":"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg","type":"image\/jpeg"}],"author":"AgroData","twitter_card":"summary_large_image","twitter_misc":{"Written by":"AgroData","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#article","isPartOf":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/"},"author":{"name":"AgroData","@id":"https:\/\/agrodata.me\/#\/schema\/person\/2421e6a1754ffa77e5f9c48e015c97c5"},"headline":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS","datePublished":"2024-05-03T15:05:24+00:00","mainEntityOfPage":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/"},"wordCount":1226,"commentCount":0,"image":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#primaryimage"},"thumbnailUrl":"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg","keywords":["Arrow","EOS","Esri","receptorgnss"],"articleSection":["Casos de Sucesso EOS"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/","url":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/","name":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS - AgroData","isPartOf":{"@id":"https:\/\/agrodata.me\/#website"},"primaryImageOfPage":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#primaryimage"},"image":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#primaryimage"},"thumbnailUrl":"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg","datePublished":"2024-05-03T15:05:24+00:00","author":{"@id":"https:\/\/agrodata.me\/#\/schema\/person\/2421e6a1754ffa77e5f9c48e015c97c5"},"breadcrumb":{"@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#primaryimage","url":"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg","contentUrl":"https:\/\/agrodata.me\/wp-content\/uploads\/2024\/05\/LaCima-showing-a-picture-attribute-from-a-point.jpg","width":1589,"height":893},{"@type":"BreadcrumbList","@id":"https:\/\/agrodata.me\/2024\/05\/03\/gerenciando-um-canteiro-de-obras-com-uavs-gnss-e-web-gis\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/agrodata.me\/"},{"@type":"ListItem","position":2,"name":"Gerenciando um canteiro de obras com UAVs, GNSS e web GIS"}]},{"@type":"WebSite","@id":"https:\/\/agrodata.me\/#website","url":"https:\/\/agrodata.me\/","name":"AgroData","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/agrodata.me\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/agrodata.me\/#\/schema\/person\/2421e6a1754ffa77e5f9c48e015c97c5","name":"AgroData","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7d1d33017c9f4c1c97ce5f5c30d6e5adb170c7c06ac2e1a971db2fc776e6dae3?s=96&d=mm&r=g","caption":"AgroData"},"url":"https:\/\/agrodata.me\/en\/author\/adm_agrodata\/"}]}},"_links":{"self":[{"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/posts\/7106","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/comments?post=7106"}],"version-history":[{"count":1,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/posts\/7106\/revisions"}],"predecessor-version":[{"id":7108,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/posts\/7106\/revisions\/7108"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/media\/7107"}],"wp:attachment":[{"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/media?parent=7106"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/categories?post=7106"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/agrodata.me\/en\/wp-json\/wp\/v2\/tags?post=7106"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}