{"id":7703,"date":"2023-11-17T11:50:07","date_gmt":"2023-11-17T11:50:07","guid":{"rendered":"https:\/\/www.civile.es\/automatizacao-no-qgis\/"},"modified":"2025-05-23T07:14:53","modified_gmt":"2025-05-23T07:14:53","slug":"automatizacao-no-qgis","status":"publish","type":"post","link":"https:\/\/www.civile.es\/pt-pt\/automatizacao-no-qgis\/","title":{"rendered":"Automatiza\u00e7\u00e3o no QGIS"},"content":{"rendered":"<p>No \u00e2mbito da nossa miss\u00e3o de digitaliza\u00e7\u00e3o cont\u00ednua na Civile, a automatiza\u00e7\u00e3o dos processos est\u00e1 integrada diretamente no nosso <strong>DMO (Digitalization Manager Office).<\/strong> O DMO n\u00e3o \u00e9 apenas um grupo de trabalho, \u00e9 uma equipa multidisciplinar de colegas de todos os departamentos da empresa dedicados a <strong>promover a normaliza\u00e7\u00e3o e a melhoria dos processos e fluxos de trabalho.<\/strong> Este desenvolvimento reflecte a nossa vis\u00e3o: combinar a normaliza\u00e7\u00e3o e a inova\u00e7\u00e3o com a produ\u00e7\u00e3o, e efetuar mudan\u00e7as de forma org\u00e2nica. A incorpora\u00e7\u00e3o de ferramentas como o PyQGIS nos nossos fluxos de trabalho \u00e9 um testemunho do nosso compromisso com a digitaliza\u00e7\u00e3o e a otimiza\u00e7\u00e3o no dom\u00ednio da <strong>engenharia civil.<\/strong><\/p>\n<h2>Automatiza\u00e7\u00e3o do fluxo de trabalho GIS com PyQGIS<\/h2>\n<p><strong>A otimiza\u00e7\u00e3o dos recursos<\/strong> em qualquer fluxo de trabalho \u00e9 essencial. Na <a href=\"https:\/\/www.civile.es\/proyectos-civile\/\" target=\"_blank\" rel=\"noopener\">Civile<\/a> estamos conscientes de que as tarefas simples mas repetitivas, mesmo que pare\u00e7am menores, consomem um tempo precioso. Esse tempo poderia ser gasto em tarefas mais complexas e aprofundadas que requerem a nossa aten\u00e7\u00e3o e per\u00edcia. Com este entendimento, coloc\u00e1mos uma forte \u00eanfase na automatiza\u00e7\u00e3o destes processos para libertar esse tempo crucial.<\/p>\n<h2>PyQGIS: Um conjunto de ferramentas poderoso<\/h2>\n<p><strong>PyQGIS<\/strong> n\u00e3o \u00e9 apenas uma biblioteca Python para QGIS; \u00e9 uma <strong>porta de entrada para automatizar e alargar as capacidades do QGIS.<\/strong> Fazendo parte do Python, o PyQGIS oferece a flexibilidade, transpar\u00eancia e colabora\u00e7\u00e3o que s\u00f3 as solu\u00e7\u00f5es de c\u00f3digo aberto podem proporcionar. Trabalhar com estas ferramentas significa n\u00e3o s\u00f3 ter acesso a software poderoso e adapt\u00e1vel, mas tamb\u00e9m fazer parte de uma comunidade global que partilha, colabora e melhora constantemente o software. Com o PyQGIS, combinamos o poder de uma linguagem de programa\u00e7\u00e3o como o Python com as vastas capacidades do QGIS, potenciando um ambiente robusto e colaborativo para a an\u00e1lise e manipula\u00e7\u00e3o de dados geoespaciais.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7279 size-full\" src=\"https:\/\/www.civile.es\/wp-content\/uploads\/2023\/11\/image003.png\" alt=\"dmo 1\" width=\"653\" height=\"179\" srcset=\"https:\/\/www.civile.es\/wp-content\/uploads\/2023\/11\/image003.png 653w, https:\/\/www.civile.es\/wp-content\/uploads\/2023\/11\/image003-300x82.png 300w\" sizes=\"auto, (max-width: 653px) 100vw, 653px\" \/><\/p>\n<h2>Funcionalidade do processo<\/h2>\n<p>O processo de identifica\u00e7\u00e3o das bacias hidrogr\u00e1ficas em pontos espec\u00edficos \u00e9 um processo essencial em todos os trabalhos da <strong>\u00c1rea de Engenharia da \u00c1gua.<\/strong> O correto funcionamento deste processo \u00e9 fundamental para a <strong>obten\u00e7\u00e3o de resultados de qualidade<\/strong> e, por isso, requer uma aten\u00e7\u00e3o especial. \u00c9 um processo simples, mas que consome muitos recursos, o que o torna um processo ideal para automatizar. Utilizando <strong>o PyQGIS,<\/strong> desenvolvemos um script Python integrado nos processos do QGIS que nos permite, a partir de uma camada de escoamento superficial e de sub-bacias de acumula\u00e7\u00e3o de fluxo, delimitar bacias hidrogr\u00e1ficas complexas para pontos de controlo espec\u00edficos.<\/p>\n<p>Esta ferramenta de processamento consegue <strong>analisar o fluxo de \u00e1gua<\/strong> atrav\u00e9s da camada de escoamento fornecida aos pontos de controlo, ligando as sub-bacias associadas para formar bacias hidrogr\u00e1ficas completas. O processo \u00e9 capaz de identificar as zonas de conflu\u00eancia de v\u00e1rios fluxos e separar a entrada em bacias distintas para facilitar o tratamento hidrol\u00f3gico subsequente.<\/p>\n<h2>Poss\u00edveis desenvolvimentos futuros<\/h2>\n<p>Olhando para o futuro, um dos desenvolvimentos que estamos a considerar \u00e9 a obten\u00e7\u00e3o dos par\u00e2metros carater\u00edsticos das bacias hidrogr\u00e1ficas calculadas. Para tal, tencionamos integrar e utilizar o <strong>Modelador Gr\u00e1fico QGIS, uma<\/strong> ferramenta poderosa que j\u00e1 destac\u00e1mos em publica\u00e7\u00f5es anteriores.<\/p>\n<p>Se estiveres interessado em colaborar ou em saber mais sobre este projeto, n\u00e3o hesites em entrar em <a href=\"https:\/\/www.civile.es\/contacto\/\" target=\"_blank\" rel=\"noopener\">contacto<\/a>!<\/p>\n<h2><\/h2>\n<div class=\"mceTemp\"><\/div>\n<div class=\"mceTemp\"><\/div>\n<div class=\"mceTemp\"><\/div>\n<hr>\n<p>Escrito por:<\/p>\n<p><b>Agustin<\/b><strong><span data-sheets-value=\"{\"1\":2,\"2\":\"Marina Garc\u00eda Pintor\"}\" data-sheets-userformat=\"{\"2\":12482,\"4\":{\"1\":2,\"2\":14281427},\"9\":1,\"10\":2,\"15\":\"Calibri\",\"16\":11}\"> Hormigo<\/span><br \/>\n<\/strong>Engenheiro Civil<br \/>\n\u00c1rea de <span data-sheets-value=\"{\"1\":2,\"2\":\"Ingenier\u00eda Civil y Arquitectura\"}\" data-sheets-userformat=\"{\"2\":12798,\"4\":{\"1\":2,\"2\":14281427},\"5\":{\"1\":[{\"1\":2,\"2\":0,\"5\":{\"1\":2,\"2\":0}},{\"1\":0,\"2\":0,\"3\":3},{\"1\":1,\"2\":0,\"4\":1}]},\"6\":{\"1\":[{\"1\":2,\"2\":0,\"5\":{\"1\":2,\"2\":0}},{\"1\":0,\"2\":0,\"3\":3},{\"1\":1,\"2\":0,\"4\":1}]},\"7\":{\"1\":[{\"1\":2,\"2\":0,\"5\":{\"1\":2,\"2\":0}},{\"1\":0,\"2\":0,\"3\":3},{\"1\":1,\"2\":0,\"4\":1}]},\"8\":{\"1\":[{\"1\":2,\"2\":0,\"5\":{\"1\":2,\"2\":0}},{\"1\":0,\"2\":0,\"3\":3},{\"1\":1,\"2\":0,\"4\":1}]},\"9\":1,\"10\":2,\"11\":0,\"15\":\"Calibri\",\"16\":11}\">Engenharia da \u00c1gua <\/span> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>No \u00e2mbito da nossa miss\u00e3o de digitaliza\u00e7\u00e3o cont\u00ednua na Civile, a automatiza\u00e7\u00e3o dos processos est\u00e1 integrada diretamente no nosso DMO (Digitalization Manager Office). O DMO n\u00e3o \u00e9 apenas um grupo<\/p>\n","protected":false},"author":6,"featured_media":7687,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[63],"tags":[64],"class_list":["post-7703","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogue","tag-dmo-pt-pt"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Automatiza\u00e7\u00e3o no QGIS - Civile<\/title>\n<meta name=\"description\" content=\"Como parte da nossa miss\u00e3o cont\u00ednua de digitaliza\u00e7\u00e3o na Civile, a automatiza\u00e7\u00e3o de processos est\u00e1 integrada diretamente na nossa DMO.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.civile.es\/pt-pt\/automatizacao-no-qgis\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Automatiza\u00e7\u00e3o no QGIS - 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