{"id":39178,"date":"2024-06-19T09:51:41","date_gmt":"2024-06-19T13:51:41","guid":{"rendered":"https:\/\/geo-plus.com\/?p=39178"},"modified":"2024-06-21T12:17:24","modified_gmt":"2024-06-21T16:17:24","slug":"understanding-the-types-of-deliverables-produced-from-a-point-cloud","status":"publish","type":"post","link":"https:\/\/geo-plus.com\/pt\/entendendo-os-tipos-de-entregaveis-produzidos-a-partir-de-um-ponto-na-nuvem\/","title":{"rendered":"Entendendo os tipos de produtos produzidos a partir de uma nuvem de pontos"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1024x640.png\" alt=\"\" class=\"wp-image-38162\" srcset=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1024x640.png 1024w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-300x187.png 300w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-768x480.png 768w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1536x960.png 1536w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-2048x1279.png 2048w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-18x12.png 18w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1200x750.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"blockart-section blockart-section-a2c6d601\"><div class=\"blockart-container\"><div class=\"blockart-section-inner\">\n<div class=\"blockart-column blockart-column-60489080\"><div class=\"blockart-column-inner\">\n<h1 class=\"wp-block-heading\" id=\"h-understanding-the-types-of-deliverables-produced-from-a-point-cloud\"><strong>Entendendo os tipos de produtos produzidos a partir de uma nuvem de pontos<\/strong><span id=\"docs-internal-guid-369235ec-7fff-c7f8-4e28-5498be4b0a7f\"><div><span style=\"font-size: 14pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><span style=\"font-size: 14pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 0); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; vertical-align: baseline;\"><\/span><\/div><\/span><\/h1>\n\n\n\n<p>As nuvens de pontos est\u00e3o se tornando uma ferramenta cada vez mais popular para capturar e analisar dados em uma ampla gama de setores, incluindo arquitetura, engenharia e constru\u00e7\u00e3o. Depois que uma nuvem de pontos \u00e9 criada e processada, h\u00e1 uma variedade de produtos que podem ser produzidos a partir dos dados. Nesta postagem do blog, exploraremos os diferentes tipos de produtos que podem ser produzidos a partir de uma nuvem de pontos.<\/p>\n\n\n\n<p>Desenhos e planos 2D<\/p>\n\n\n\n<p>Um dos resultados mais comuns criados a partir de uma nuvem de pontos s\u00e3o os desenhos e planos 2D. Eles podem ser usados para uma variedade de aplica\u00e7\u00f5es, incluindo planejamento de constru\u00e7\u00e3o, an\u00e1lise do local e documenta\u00e7\u00e3o as-built. A convers\u00e3o de dados de nuvens de pontos em desenhos e planos 2D facilita a compreens\u00e3o das caracter\u00edsticas f\u00edsicas de um ambiente e a tomada de decis\u00f5es informadas.<\/p>\n\n\n\n<p>Modelos 3D<\/p>\n\n\n\n<p>Outro produto popular produzido a partir de uma nuvem de pontos s\u00e3o os modelos 3D. Esses modelos podem ser usados para uma variedade de aplica\u00e7\u00f5es, incluindo modelagem de informa\u00e7\u00f5es de constru\u00e7\u00e3o (BIM), simula\u00e7\u00f5es de realidade virtual e visualiza\u00e7\u00e3o. Ao converter os dados da nuvem de pontos em modelos 3D, fica mais f\u00e1cil entender as caracter\u00edsticas f\u00edsicas de um ambiente e tomar decis\u00f5es informadas.<\/p>\n\n\n\n<p>C\u00e1lculos de volume<\/p>\n\n\n\n<p>As nuvens de pontos podem ser usadas para calcular o volume de um ambiente, o que \u00e9 \u00fatil para uma grande variedade de setores. Por exemplo, na minera\u00e7\u00e3o, as nuvens de pontos podem ser usadas para calcular o volume de material extra\u00eddo para determinar a quantidade de min\u00e9rio que foi extra\u00edda. Na constru\u00e7\u00e3o, as nuvens de pontos podem ser usadas para calcular o volume de materiais necess\u00e1rios para um projeto, como concreto ou asfalto.<\/p>\n\n\n\n<p>Monitoramento ambiental<\/p>\n\n\n\n<p>As nuvens de pontos podem ser usadas para monitorar mudan\u00e7as ambientais ao longo do tempo, como eros\u00e3o, crescimento da vegeta\u00e7\u00e3o ou fluxo de \u00e1gua. Ao comparar as nuvens de pontos capturadas em momentos diferentes, as altera\u00e7\u00f5es no ambiente podem ser identificadas e quantificadas.<\/p>\n\n\n\n<p>Controle de qualidade<\/p>\n\n\n\n<p>As nuvens de pontos podem ser usadas para identificar defeitos ou irregularidades em um ambiente f\u00edsico. Por exemplo, na constru\u00e7\u00e3o, as nuvens de pontos podem ser usadas para identificar \u00e1reas de um edif\u00edcio que n\u00e3o est\u00e3o niveladas ou onde h\u00e1 lacunas ou inconsist\u00eancias nos materiais. Ao identificar esses defeitos com anteced\u00eancia, eles podem ser tratados antes que se tornem problemas maiores.<\/p>\n\n\n\n<p>Relat\u00f3rios de inspe\u00e7\u00e3o<\/p>\n\n\n\n<p>Por fim, as nuvens de pontos podem ser usadas para criar relat\u00f3rios de inspe\u00e7\u00e3o. Esses relat\u00f3rios podem conter informa\u00e7\u00f5es detalhadas sobre as caracter\u00edsticas f\u00edsicas de um ambiente, incluindo medi\u00e7\u00f5es, fotografias e descri\u00e7\u00f5es. Os relat\u00f3rios de inspe\u00e7\u00e3o podem ser usados para uma variedade de aplica\u00e7\u00f5es, incluindo relat\u00f3rios de conformidade, reivindica\u00e7\u00f5es de seguro e documenta\u00e7\u00e3o legal.<\/p>\n\n\n\n<p>Concluindo, as nuvens de pontos s\u00e3o uma fonte valiosa de dados que podem ser usados para produzir uma ampla gama de resultados. De desenhos e planos 2D a modelos 3D, c\u00e1lculos de volume, monitoramento ambiental, controle de qualidade e relat\u00f3rios de inspe\u00e7\u00e3o, as nuvens de pontos podem ser usadas para informar a tomada de decis\u00f5es e melhorar a efici\u00eancia de uma ampla gama de setores. Ao compreender os diferentes tipos de produtos que podem ser produzidos a partir de uma nuvem de pontos, voc\u00ea poder\u00e1 aproveitar melhor essa tecnologia em seu trabalho.<\/p>\n\n\n\n<p><strong>VisionLidar<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/pt\/software-de-ponto-de-nuvem\/\">VisionLidar<\/a> fornece uma s\u00e9rie de resultados, incluindo, entre outros, nuvens de pontos 3D de alta resolu\u00e7\u00e3o, nuvens de pontos classificadas, modelos 3D detalhados e mapas de contorno topogr\u00e1fico. Os usu\u00e1rios podem gerar Modelos Digitais de Terreno (DTM) e Modelos Digitais de Superf\u00edcie (DSM), bem como relat\u00f3rios sobre recursos extra\u00eddos e medi\u00e7\u00f5es precisas de volume e \u00e1rea. Al\u00e9m disso, <a href=\"https:\/\/geo-plus.com\/pt\/software-de-ponto-de-nuvem\/\">VisionLidar<\/a> fornece an\u00e1lise abrangente de detec\u00e7\u00e3o de altera\u00e7\u00f5es e relat\u00f3rios estat\u00edsticos detalhados, tornando-o uma ferramenta vers\u00e1til para an\u00e1lise geoespacial.<\/p>\n\n\n\n<p><strong>VisionLidar365<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/pt\/software-lidar\/\">VisionLidar365<\/a> \u00e9 uma plataforma segura, flex\u00edvel e facilmente configur\u00e1vel, dispon\u00edvel como uma solu\u00e7\u00e3o da Web local e SaaS com um design responsivo para acesso a qualquer hora e em qualquer lugar. Ela permite a organiza\u00e7\u00e3o, o compartilhamento e a publica\u00e7\u00e3o de projetos de nuvem de pontos, suporta v\u00e1rios servi\u00e7os de mapeamento e oferece recursos de invent\u00e1rio e vetoriza\u00e7\u00e3o de ativos, importa\u00e7\u00e3o de modelos 3D, anota\u00e7\u00f5es e ferramentas de medi\u00e7\u00e3o de precis\u00e3o.<\/p>\n\n\n\n<p>A plataforma oferece um ambiente 3D totalmente imersivo, espa\u00e7os de trabalho personaliz\u00e1veis, visualiza\u00e7\u00f5es panor\u00e2micas e prepara\u00e7\u00e3o para RV para facilitar o gerenciamento e a visualiza\u00e7\u00e3o de dados abrangentes. Ela oferece suporte a aplicativos especializados para gerenciamento de energia e servi\u00e7os p\u00fablicos, invent\u00e1rio de ativos e gerenciamento de edif\u00edcios, permitindo a cria\u00e7\u00e3o de g\u00eameos digitais, an\u00e1lise da condi\u00e7\u00e3o dos ativos e gerenciamento detalhado da pegada do edif\u00edcio.<\/p>\n\n\n\n<p>Em geral, <a href=\"https:\/\/geo-plus.com\/pt\/software-lidar\/\">VisionLidar365<\/a> oferece ferramentas robustas para gerenciar, visualizar e analisar dados de nuvens de pontos em v\u00e1rios setores, melhorando a colabora\u00e7\u00e3o, a precis\u00e3o e a efici\u00eancia.<\/p>\n\n\n\n<p><strong>VisionPlus<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/pt\/software-de-levantamento-topografico-2\/\">VisionPlus<\/a> \u00e9 um software de levantamento topogr\u00e1fico profissional de ponta, projetado para se integrar perfeitamente \u00e0s principais plataformas CAD, como BricsCAD\u00ae, AutoCAD\u00ae, Microstation\u00ae e PowerDraft\u00ae. Ele centraliza os dados do projeto de levantamento, d\u00e1 suporte \u00e0 pesquisa, \u00e0 tomada de decis\u00f5es e \u00e0 gera\u00e7\u00e3o de relat\u00f3rios, fornecendo resultados precisos e de alta qualidade. <a href=\"https:\/\/geo-plus.com\/pt\/software-de-levantamento-topografico-2\/\">VisionPlus<\/a> permite que os top\u00f3grafos verifiquem os resultados com confian\u00e7a, garantindo a m\u00e1xima precis\u00e3o em seu trabalho ao desenhar automaticamente informa\u00e7\u00f5es de parcelas, segmentos, anota\u00e7\u00f5es e \u00e1reas, incluindo rios sinuosos.<\/p>\n\n\n\n<p>O software simplifica o processo de layout, permitindo desenhos mais r\u00e1pidos e precisos a partir de dados de campo, otimizando o tempo e a efici\u00eancia das opera\u00e7\u00f5es de levantamento. <a href=\"https:\/\/geo-plus.com\/pt\/software-de-levantamento-topografico-2\/\">VisionPlus<\/a> tamb\u00e9m oferece gerenciamento abrangente de parcelas, localiza\u00e7\u00e3o de edif\u00edcios, gerenciamento de superf\u00edcies, c\u00e1lculos complexos de volume, importa\u00e7\u00e3o\/exporta\u00e7\u00e3o de cadernos de campo e recursos avan\u00e7ados de trabalho com linhas. Esses recursos fazem dele a escolha preferida dos top\u00f3grafos, aumentando a produtividade, a precis\u00e3o e a colabora\u00e7\u00e3o em projetos de levantamento.<\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/pt\/software-de-levantamento-topografico-2\/\">VisionPlus<\/a> \u00e9 o software de levantamento topogr\u00e1fico confi\u00e1vel para profissionais, capacitando os top\u00f3grafos com precis\u00e3o e efici\u00eancia. Com ferramentas robustas para a cria\u00e7\u00e3o de parcelas, gerenciamento de plantas baixas de edif\u00edcios, triangula\u00e7\u00e3o de superf\u00edcies, c\u00e1lculo de volumes e controle de coletores de dados, <a href=\"https:\/\/geo-plus.com\/pt\/software-de-levantamento-topografico-2\/\">VisionPlus<\/a> garante que os pesquisadores possam lidar com todos os aspectos de seus projetos de forma eficaz e eficiente.<\/p>\n\n\n\n<p>Gostar\u00edamos muito de ouvir sobre seu projeto! <a href=\"https:\/\/geo-plus.com\/pt\/contato-geo-plus\/\">Basta entrar em contato<\/a>.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>O LiDAR (Light Detection and Ranging) \u00e9 uma tecnologia de sensoriamento remoto incr\u00edvel que mudou totalmente a forma como coletamos e analisamos dados geoespaciais. Os sensores LiDAR podem gerar dados de nuvem de pontos tridimensionais de alta resolu\u00e7\u00e3o que podem ser usados para criar modelos digitais precisos de terreno, realizar an\u00e1lises de vegeta\u00e7\u00e3o e muito mais.<\/p>","protected":false},"author":228097081,"featured_media":38162,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false},"version":2}},"categories":[26,28],"tags":[],"class_list":["post-39178","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-lidar"],"jetpack_publicize_connections":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Understanding the Types of Deliverables Produced from a Point Cloud - Geo-Plus<\/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:\/\/geo-plus.com\/pt\/entendendo-os-tipos-de-entregaveis-produzidos-a-partir-de-um-ponto-na-nuvem\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding the Types of Deliverables Produced from a Point Cloud\" \/>\n<meta property=\"og:description\" content=\"LiDAR (Light Detection and Ranging) is a pretty amazing remote sensing technology that&#039;s totally changed the way we collect and analyze geospatial data. LiDAR sensors can generate high-resolution, three-dimensional point cloud data that can be used to create accurate digital terrain models, perform vegetation analysis, and more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geo-plus.com\/pt\/entendendo-os-tipos-de-entregaveis-produzidos-a-partir-de-um-ponto-na-nuvem\/\" \/>\n<meta property=\"og:site_name\" content=\"Geo-Plus\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geoplussoft\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-19T13:51:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-21T16:17:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1024x640.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"640\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"geopluswebsite\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geoplussoft\" \/>\n<meta name=\"twitter:site\" content=\"@geoplussoft\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"geopluswebsite\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/\"},\"author\":{\"name\":\"geopluswebsite\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d\"},\"headline\":\"Understanding the Types of Deliverables Produced from a Point Cloud\",\"datePublished\":\"2024-06-19T13:51:41+00:00\",\"dateModified\":\"2024-06-21T16:17:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/\"},\"wordCount\":875,\"publisher\":{\"@id\":\"https:\/\/geo-plus.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png\",\"articleSection\":[\"Blog\",\"LiDAR\"],\"inLanguage\":\"pt-BR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/\",\"url\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/\",\"name\":\"Understanding the Types of Deliverables Produced from a Point Cloud - Geo-Plus\",\"isPartOf\":{\"@id\":\"https:\/\/geo-plus.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png\",\"datePublished\":\"2024-06-19T13:51:41+00:00\",\"dateModified\":\"2024-06-21T16:17:24+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage\",\"url\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png\",\"contentUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png\",\"width\":2990,\"height\":1868},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/geo-plus.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Understanding the Types of Deliverables Produced from a Point Cloud\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/geo-plus.com\/#website\",\"url\":\"https:\/\/geo-plus.com\/\",\"name\":\"Geo-Plus\",\"description\":\"Geo-Plus | LiDAR, Land Surveying and Civil Engineering Software Solutions\",\"publisher\":{\"@id\":\"https:\/\/geo-plus.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/geo-plus.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/geo-plus.com\/#organization\",\"name\":\"Geo-Plus\",\"alternateName\":\"Geo-Plus\",\"url\":\"https:\/\/geo-plus.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg\",\"contentUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg\",\"caption\":\"Geo-Plus\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/geoplussoft\",\"https:\/\/x.com\/geoplussoft\",\"https:\/\/www.tiktok.com\/@geoplussoft\",\"https:\/\/www.instagram.com\/geoplussoft\",\"https:\/\/www.linkedin.com\/company\/geoplussoft\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d\",\"name\":\"geopluswebsite\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g\",\"caption\":\"geopluswebsite\"},\"description\":\"Providing Software for Architecture, Engineering, Land and Construction Professionals since 1987.\",\"sameAs\":[\"http:\/\/geopluscom.wordpress.com\"],\"url\":\"https:\/\/geo-plus.com\/pt\/author\/geopluswebsite\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Understanding the Types of Deliverables Produced from a Point Cloud - Geo-Plus","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:\/\/geo-plus.com\/pt\/entendendo-os-tipos-de-entregaveis-produzidos-a-partir-de-um-ponto-na-nuvem\/","og_locale":"pt_BR","og_type":"article","og_title":"Understanding the Types of Deliverables Produced from a Point Cloud","og_description":"LiDAR (Light Detection and Ranging) is a pretty amazing remote sensing technology that's totally changed the way we collect and analyze geospatial data. LiDAR sensors can generate high-resolution, three-dimensional point cloud data that can be used to create accurate digital terrain models, perform vegetation analysis, and more.","og_url":"https:\/\/geo-plus.com\/pt\/entendendo-os-tipos-de-entregaveis-produzidos-a-partir-de-um-ponto-na-nuvem\/","og_site_name":"Geo-Plus","article_publisher":"https:\/\/www.facebook.com\/geoplussoft","article_published_time":"2024-06-19T13:51:41+00:00","article_modified_time":"2024-06-21T16:17:24+00:00","og_image":[{"width":1024,"height":640,"url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2-1024x640.png","type":"image\/png"}],"author":"geopluswebsite","twitter_card":"summary_large_image","twitter_creator":"@geoplussoft","twitter_site":"@geoplussoft","twitter_misc":{"Escrito por":"geopluswebsite","Est. tempo de leitura":"5 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#article","isPartOf":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/"},"author":{"name":"geopluswebsite","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d"},"headline":"Understanding the Types of Deliverables Produced from a Point Cloud","datePublished":"2024-06-19T13:51:41+00:00","dateModified":"2024-06-21T16:17:24+00:00","mainEntityOfPage":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/"},"wordCount":875,"publisher":{"@id":"https:\/\/geo-plus.com\/#organization"},"image":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png","articleSection":["Blog","LiDAR"],"inLanguage":"pt-BR"},{"@type":"WebPage","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/","url":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/","name":"Understanding the Types of Deliverables Produced from a Point Cloud - Geo-Plus","isPartOf":{"@id":"https:\/\/geo-plus.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage"},"image":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png","datePublished":"2024-06-19T13:51:41+00:00","dateModified":"2024-06-21T16:17:24+00:00","breadcrumb":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#primaryimage","url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png","contentUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png","width":2990,"height":1868},{"@type":"BreadcrumbList","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-deliverables-produced-from-a-point-cloud\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geo-plus.com\/"},{"@type":"ListItem","position":2,"name":"Understanding the Types of Deliverables Produced from a Point Cloud"}]},{"@type":"WebSite","@id":"https:\/\/geo-plus.com\/#website","url":"https:\/\/geo-plus.com\/","name":"Geo-Plus","description":"Geo-Plus | LiDAR, Land Surveying and Civil Engineering Software Solutions","publisher":{"@id":"https:\/\/geo-plus.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geo-plus.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/geo-plus.com\/#organization","name":"Geo-Plus","alternateName":"Geo-Plus","url":"https:\/\/geo-plus.com\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/","url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg","contentUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg","caption":"Geo-Plus"},"image":{"@id":"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geoplussoft","https:\/\/x.com\/geoplussoft","https:\/\/www.tiktok.com\/@geoplussoft","https:\/\/www.instagram.com\/geoplussoft","https:\/\/www.linkedin.com\/company\/geoplussoft"]},{"@type":"Person","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d","name":"geopluswebsite","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g","caption":"geopluswebsite"},"description":"Providing Software for Architecture, Engineering, Land and Construction Professionals since 1987.","sameAs":["http:\/\/geopluscom.wordpress.com"],"url":"https:\/\/geo-plus.com\/pt\/author\/geopluswebsite\/"}]}},"jetpack_featured_media_url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-6-2.png","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pemK1o-abU","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/posts\/39178","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/users\/228097081"}],"replies":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/comments?post=39178"}],"version-history":[{"count":4,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/posts\/39178\/revisions"}],"predecessor-version":[{"id":39206,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/posts\/39178\/revisions\/39206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/media\/38162"}],"wp:attachment":[{"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/media?parent=39178"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/categories?post=39178"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geo-plus.com\/pt\/wp-json\/wp\/v2\/tags?post=39178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}