{"id":4862,"date":"2019-12-19T20:30:06","date_gmt":"2019-12-19T20:30:06","guid":{"rendered":"http:\/\/adenilsongiovanini.com.br\/blog\/?p=4862"},"modified":"2022-08-10T15:56:32","modified_gmt":"2022-08-10T15:56:32","slug":"sistema-de-informacoes-geograficas","status":"publish","type":"post","link":"https:\/\/adenilsongiovanini.com.br\/blog\/sistema-de-informacoes-geograficas\/","title":{"rendered":"Sistema de Informa\u00e7\u00f5es Geogr\u00e1ficas?"},"content":{"rendered":"<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Um <strong>sistema de informa\u00e7\u00f5es geogr\u00e1ficas<\/strong> (<b>SIG<\/b>), tamb\u00e9m conhecidos como <i><b>GIS<\/b><\/i> (<i><b>geographic information system<\/b><\/i>), s\u00e3o sistemas que facilitam a an\u00e1lise espacial das diferentes aplica\u00e7\u00f5es s\u00f3cio-ambientais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Na realidade, Toda an\u00e1lise por <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/agropos.com.br\/o-que-e-geoprocessamento\/#:~:text=O%20geoprocessamento%20%C3%A9%20um%20ramo,tratamento%20e%20processamento%20de%20dados.\" target=\"_blank\" rel=\"noopener noreferrer\">geoprocessamento<\/a><\/span> pode ser entendida como um sistema, possuindo dados de entrada, processamentos e dados de sa\u00edda.<\/span><\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4864\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-1024x535.png\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas\" width=\"1024\" height=\"535\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os dados de entrada, por sua vez, precisam de alguma maneira serem abstra\u00eddos do mundo real, sendo que para isso os profissionais podem utilizar t\u00e9cnicas de obten\u00e7\u00e3o direta de dados, como, por exemplo:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Topografia e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/curso-de-gps-rtk-aprenda-na-pratica\/\" style=\"color: #0000ff;\">Posicionamento pelo GNSS<\/a><\/span>.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ou utilizar o sensoriamento remoto, utilizando para isso sensores orbitais e sub-orbitais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os processamentos, por sua vez, s\u00e3o realizados em <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/software-de-geoprocessamento-os-14-principais\/\" style=\"color: #0000ff;\">softwares espec\u00edficos<\/a><\/span> que possuem como base uma superf\u00edcie cartogr\u00e1fica. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, n\u00e3o tem como o profissional trabalhar com um sistema de informa\u00e7\u00f5es geogr\u00e1ficas sem primeiramente entender de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.todamateria.com.br\/o-que-e-cartografia\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cartografia<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Todo processamento na realidade \u00e9 formado por um ou mais algoritmos que tendo como base os dados de entrada, ir\u00e3o gerar os resultados finais.<\/span><\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-5068\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/modelbuilder-1024x382.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - modelbuilder\" width=\"1024\" height=\"382\" \/><\/span><br \/>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Olhe novamente para a imagem abaixo e perceba isso.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4864\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-1024x535.png\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas\" width=\"1024\" height=\"535\" \/> <\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Que toda <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/analise-espacial-conheca-as-diferentes-ferramentas\/\" style=\"color: #0000ff;\">an\u00e1lise por Geoprocessamento<\/a><\/span> precisa de dados de entrada e de processamentos, gerando como resultado final os dados de sa\u00edda.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Neste contexto, Fitz (2008) conceituou um <strong>sistema de informa\u00e7\u00f5es geogr\u00e1ficas<\/strong> como:<\/span><\/p>\n<blockquote style=\"border: 2px double #009900; background: #f0fff0 none repeat scroll 0% 0%; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; color: #323232; padding-left: 15px; padding-top: 10px; padding-bottom: 10px;\">\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000; line-height: 1.3;\">Um sistema constitu\u00eddo por um conjunto de programas computacionais, o qual integra dados, equipamentos e pessoas com objetivo de coletar, armazenar, recuperar, manipular, visualizar e analisar dados espacialmente referenciados a um sistema de coordenadas conhecido. <\/span><\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Funcionamento de um sistema de informa\u00e7\u00f5es geogr\u00e1ficas<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4867\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistemas-de-informa\u00e7\u00f5es-geogr\u00e1ficas.png\" alt=\"sistemas de informa\u00e7\u00f5es geogr\u00e1ficas\" width=\"600\" height=\"300\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistemas-de-informa\u00e7\u00f5es-geogr\u00e1ficas.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistemas-de-informa\u00e7\u00f5es-geogr\u00e1ficas-300x150.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Um sistema de informa\u00e7\u00f5es geogr\u00e1ficas separa a informa\u00e7\u00e3o em diferentes camadas tem\u00e1ticas, armazenando as mesmas de maneira independente.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso \u00e9 poss\u00edvel trabalhar-se com as mesmas de maneira simples e r\u00e1pida, o que permite que o analista relacione as informa\u00e7\u00f5es existentes atrav\u00e9s da posi\u00e7\u00e3o e da <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/conceito.de\/topologia\" target=\"_blank\" rel=\"noopener noreferrer\">topologia<\/a><\/span> dos objetos, gerando novas informa\u00e7\u00f5es.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os formatos de dados mais comuns a um sistema de <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/dados-geograficos-o-que-sao-tipos-e-aplicacoes\/\" style=\"color: #0000ff;\">informa\u00e7\u00f5es geogr\u00e1ficas<\/a><\/span> s\u00e3o o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/docs.qgis.org\/2.14\/pt_BR\/docs\/gentle_gis_introduction\/raster_data.html\" target=\"_blank\" rel=\"noopener noreferrer\">raster<\/a><\/span> (matricial) e o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Modelo vectorial\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Modelo_vectorial\">vectorial<\/a><\/span>.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Formato raster<\/span><\/strong><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4866\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-formato-raster.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - formato raster\" width=\"480\" height=\"360\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-formato-raster.jpg 480w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-formato-raster-300x225.jpg 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O formato raster centra-se nas propriedades do espa\u00e7o, compartimentando-o em c\u00e9lulas regulares, normalmente quadradas, mas que tamb\u00e9m podem ser retangulares, triangulares ou hexagonais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Cada c\u00e9lula, por sua vez, apresenta um \u00fanico valor. Quanto maior for a dimens\u00e3o de cada c\u00e9lula (resolu\u00e7\u00e3o) menor \u00e9 a precis\u00e3o ou detalhe na representa\u00e7\u00e3o do espa\u00e7o geogr\u00e1fico.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">De uma maneira mais simples de entender, imagine que cada imagem raster \u00e9 como um enorme quebra-cabe\u00e7a, sendo que cada pixel \u00e9 como cada uma das pe\u00e7as que fazem parte do quebra-cabe\u00e7a.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4868\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/quebra-cabe\u00e7a-1024x595.jpg\" alt=\"quebra cabe\u00e7a\" width=\"1024\" height=\"595\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A \u00fanica diferen\u00e7a \u00e9 que no formato raster cada pixel (pe\u00e7a do quebra-cabe\u00e7a) armazena um \u00fanico valor.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4870\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/raster.png\" alt=\"raster\" width=\"600\" height=\"259\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/raster.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/raster-300x130.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Formato vetorial<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4871\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-vetorial.jpg\" alt=\"formato vetorial\" width=\"728\" height=\"468\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-vetorial.jpg 728w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-vetorial-300x193.jpg 300w\" sizes=\"(max-width: 728px) 100vw, 728px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">No formato vetorial por sua vez, o foco das representa\u00e7\u00f5es centra-se na precis\u00e3o da localiza\u00e7\u00e3o dos elementos no espa\u00e7o.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, para modelar digitalmente as entidades do mundo real o formato vetorial utiliza essencialmente tr\u00eas formas espaciais:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ponto, <\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Linha e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Pol\u00edgono.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Outro sim, o formato de dados utilizado por um sistema de informa\u00e7\u00f5es geogr\u00e1ficas \u00e9 o<span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/ibge-shapefile-como-baixar-shapefiles\/\" style=\"color: #0000ff;\"> shapefile<\/a><\/span>. Vamos entender melhor o mesmo.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Formato shapefile<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4872\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-shapefile.png\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - formato shapefile\" width=\"600\" height=\"300\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-shapefile.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/formato-shapefile-300x150.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/formato-shapefile\/\">shapefile<\/a><\/span> \u00e9 o formato oficial utilizado em um sistema de informa\u00e7\u00f5es geogr\u00e1ficas. O mesmo foi desenvolvido e \u00e9 regulado pela <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/www.esri.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Esri<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">\u00c9 considerado um formato aberto, apesar de ser propriet\u00e1rio. Por ser aberto, o formato recebe suporte de diversos aplicativos de processamento de mapas gratuitos e de c\u00f3digo livre.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O mesmo pode descrever espacialmente qualidades de vetores (pontos, linhas e pol\u00edgonos, para rios, lagos e po\u00e7os, por exemplo) e cada item normalmente possui atributos que o descreve, como nome e temperatura.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Apesar de ser um termo no singular, o formato shapefile consiste numa cole\u00e7\u00e3o de arquivos de mesmo nome e termina\u00e7\u00f5es diferentes, armazenados no mesmo diret\u00f3rio.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> Desta maneira, existem tr\u00eas arquivos obrigat\u00f3rios para o correto funcionamento de um shapefile. S\u00e3o eles:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> .shp;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> .shx e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> .dbf. <\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O arquivo shapefile propriamente dito \u00e9 o .shp, mas se distribu\u00eddo sozinho n\u00e3o ser\u00e1 capaz de exibir os dados armazenados. A distribui\u00e7\u00e3o deve ser feita juntamente com os outros dois arquivos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os arquivos obrigat\u00f3rios s\u00e3o:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">.shp \u2014 armazena as caracter\u00edsticas da geometria propriamente dital<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">.shx \u2014 possui um \u00edndice com as caracter\u00edsticas das geometrias<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">.dbf \u2014 \u00c9 o banco de dados do shapefile, possuindo os atributos apresentados em colunas para cada &#8220;shape&#8221;.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Padroniza\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Padroniza\u00e7\u00e3o de um sistema de informa\u00e7\u00f5es geogr\u00e1ficas<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4880\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sig.png\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - sig\" width=\"433\" height=\"365\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sig.png 433w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sig-300x253.png 300w\" sizes=\"(max-width: 433px) 100vw, 433px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Na tentativa de chegar a uma padroniza\u00e7\u00e3o dos diferentes tipos de dados citados acima, existe o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Open Geospatial Consortium\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Open_Geospatial_Consortium\">Open Geospatial Consortium<\/a><\/span>, hospedado em <span style=\"color: #0000ff;\"><a class=\"external free\" style=\"color: #0000ff;\" href=\"http:\/\/www.opengeospatial.org\/\" rel=\"nofollow\">http:\/\/www.opengeospatial.org\/<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O objetivo do mesmo \u00e9 for\u00e7ar os desenvolvedores de<span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/software-sig-os-14-principais\/\" style=\"color: #0000ff;\"> software de SIG<\/a><\/span> e Geoprocessamento a adotarem padr\u00f5es.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Atualmente, possui algumas especifica\u00e7\u00f5es:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a style=\"color: #000000;\" title=\"Web Map Service\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Web_Map_Service\">WMS<\/a> &#8211; Web Map Service<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a style=\"color: #000000;\" title=\"Web Feature Service\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Web_Feature_Service\">WFS<\/a> &#8211; Web Feature Service<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a class=\"mw-redirect\" style=\"color: #000000;\" title=\"WCS\" href=\"https:\/\/pt.wikipedia.org\/wiki\/WCS\">WCS<\/a> &#8211; Web Coverage Service<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a class=\"new\" style=\"color: #000000;\" title=\"CS-W (p\u00e1gina n\u00e3o existe)\" href=\"https:\/\/pt.wikipedia.org\/w\/index.php?title=CS-W&amp;action=edit&amp;redlink=1\">CS-W<\/a> &#8211; Catalog Service Web<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a class=\"new\" style=\"color: #000000;\" title=\"Simple Features (p\u00e1gina n\u00e3o existe)\" href=\"https:\/\/pt.wikipedia.org\/w\/index.php?title=Simple_Features&amp;action=edit&amp;redlink=1\">SFS<\/a> &#8211; Simple Features &#8211; SQL<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><a style=\"color: #000000;\" title=\"Geography Markup Language\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Geography_Markup_Language\">GML<\/a> &#8211; Geography Markup Language<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Padroniza\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os sistemas de informa\u00e7\u00f5es geogr\u00e1ficas mais populares<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4873\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/softwares-de-SIGs.png\" alt=\"softwares de SIGs\" width=\"600\" height=\"300\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/softwares-de-SIGs.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/softwares-de-SIGs-300x150.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span id=\"Sobreposi\u00e7\u00e3o_de_mapas\" class=\"mw-headline\" style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Existem diversos sistemas de informa\u00e7\u00f5es geogr\u00e1ficas atualmente em uso, por\u00e9m 2 dos mesmos se destacaram. S\u00e3o eles:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/curso-arcgis-online-e-com-certificado\/\" style=\"color: #0000ff;\">ArcGIS<\/a><\/span> e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/curso-qgis-online\/\" style=\"color: #0000ff;\">QGIS<\/a><\/span>.<\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Vamos conhecer melhor os mesmos.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">ArcGIS<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4874\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/arcgis.jpg\" alt=\"arcgis\" width=\"600\" height=\"400\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/arcgis.jpg 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/arcgis-300x200.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/arcgis-360x240.jpg 360w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O ArcGIS \u00e9 um sistema de informa\u00e7\u00f5es geogr\u00e1ficas propriet\u00e1rio.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O mesmo foi desenvolvido pela <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.img.com.br\/pt-br\/arcgis\/visao-geral\/visao-geral\" target=\"_blank\" rel=\"noopener noreferrer\">ESRI<\/a><\/span>, sendo que segundo a mesma, o ArcGIS oferece um conjunto de funcionalidades baseadas em localiza\u00e7\u00e3o para diversas an\u00e1lises.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Para isso, o mesmo utiliza ferramentas que possibilitam analisar e visualizar dados.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Essas informa\u00e7\u00f5es podem ser compartilhadas com outras pessoas por meio de aplicativos, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/mapa-de-uso-do-solo-o-que-e-os-tipos-existentes\/\">mapas<\/a><\/span> e relat\u00f3rios.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">QGIS<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4875\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/qgis.png\" alt=\"qgis\" width=\"600\" height=\"300\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/qgis.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/qgis-300x150.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>QGIS<\/b> (anteriormente conhecido como <b>Quantum GIS<\/b>) \u00e9 um <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Software livre\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Software_livre\">software livre<\/a><\/span> com c\u00f3digo-fonte aberto, multiplataforma de sistema de informa\u00e7\u00e3o geogr\u00e1fica (SIG) que permite a visualiza\u00e7\u00e3o, edi\u00e7\u00e3o e an\u00e1lise de <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/curso-online-georreferenciamento\/\" style=\"color: #0000ff;\">dados georreferenciados<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">\u00c9 importante que voc\u00ea saiba que tanto o ArcGIS como o QGIS foram desenvolvidos com a mesma linguagem de programa\u00e7\u00e3o, a Python. <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Sobreposi\u00e7\u00e3o_de_mapas\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sistema de informa\u00e7\u00f5es geogr\u00e1ficas &#8211; Sobreposi\u00e7\u00e3o de mapas<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-4876\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/sobreposi\u00e7\u00e3o-de-mapas-1024x921.png\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - sobreposi\u00e7\u00e3o de mapas\" width=\"1024\" height=\"921\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Sobreposi\u00e7\u00e3o de mapas<\/b> \u00e9 uma forma de sobrepor um mapa a outro para obter informa\u00e7\u00f5es comparadas.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A sobreposi\u00e7\u00e3o de um ou mais mapas \u00e9 um recurso interessante quando se busca apresentar e comparar diferentes dados e informa\u00e7\u00f5es, referentes a uma mesma localidade, em um \u00fanico mapa.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A representa\u00e7\u00e3o de informa\u00e7\u00f5es em mapas diferentes n\u00e3o impede a compara\u00e7\u00e3o entre elas, contudo, a vantagem de sobrep\u00f4-las em um s\u00f3 mapa se deve \u00e0 possibilidade de verificar exatamente os pontos ou as \u00e1reas de ocorr\u00eancia de cada informa\u00e7\u00e3o, facilitando a compara\u00e7\u00e3o visual entre elas.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Utiliza\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Aplica\u00e7\u00f5es de um sistema de informa\u00e7\u00f5es geogr\u00e1ficas<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4877\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/an\u00e1lise-de-sobreposi\u00e7\u00e3o-no-geoprocessamento.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - an\u00e1lise de sobreposi\u00e7\u00e3o no geoprocessamento\" width=\"630\" height=\"315\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/an\u00e1lise-de-sobreposi\u00e7\u00e3o-no-geoprocessamento.jpg 630w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/an\u00e1lise-de-sobreposi\u00e7\u00e3o-no-geoprocessamento-300x150.jpg 300w\" sizes=\"(max-width: 630px) 100vw, 630px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os <strong>sistemas de informa\u00e7\u00f5es espaciais<\/strong> permitem a utiliza\u00e7\u00e3o de informa\u00e7\u00f5es provenientes de diversas fontes.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como exemplos temos informa\u00e7\u00f5es obtidas:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Via <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto-pdf-veja-estes-6\/\" style=\"color: #0000ff;\">sensoriamento remoto<\/a><\/span> (sat\u00e9lites, \u00f4nibus espaciais, avi\u00f5es e <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/livro-sobre-drones-topografia-com-drones\/\" style=\"color: #0000ff;\">drone<\/a><\/span>s);<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Obtidas a campo com receptores GNSS;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Obtidas a campo com a utiliza\u00e7\u00e3o dos m\u00e9todos tradicionais da <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Topografia\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Topografia\">Topografia<\/a><\/span>. <\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Estas informa\u00e7\u00f5es poder\u00e3o ser utilizadas para a produ\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/mapas-tematicos-tipos-e-exemplos\/\" style=\"color: #0000ff;\">mapas tem\u00e1ticos<\/a><\/span> da \u00e1rea de estudos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> Segundo Silva (1999) os objetivos suplementares de um SIG s\u00e3o:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Produzir mapas com rapidez;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Diminuir o pre\u00e7o da <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/curso-qgis-aprender-na-pratica\/\" style=\"color: #0000ff;\">produ\u00e7\u00e3o de mapas<\/a><\/span>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Facilitar a utiliza\u00e7\u00e3o dos mesmos;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Produzi-los com mais pormenor;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Possibilitar automaticamente a atualiza\u00e7\u00e3o e revis\u00e3o;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Possibilitar a an\u00e1lise quantitativa de dados espaciais.<\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Entre as aplica\u00e7\u00f5es nas quais um sistema de informa\u00e7\u00f5es geogr\u00e1ficas pode ter um papel importante encontram-se:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Localiza\u00e7\u00e3o<\/b>: Obter caracter\u00edsticas de um lugar;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Condi\u00e7\u00e3o<\/b>: Cumprimento ou n\u00e3o de condi\u00e7\u00f5es impostas aos objetos;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Tend\u00eancia<\/b>: Compara\u00e7\u00e3o entre situa\u00e7\u00f5es temporais ou espaciais distintas e proje\u00e7\u00e3o de cen\u00e1rios;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Rotas<\/b>: C\u00e1lculo de caminhos \u00f3timos entre dois ou mais pontos;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><b>Modelos<\/b>: Gera\u00e7\u00e3o de modelos explicativos a partir do comportamento observado de fen\u00f4menos.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Um sistema de informa\u00e7\u00f5es geogr\u00e1ficas (SIG) pode ser considerado um instrumento que possibilita o <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/mapeamento-topografico-com-drone\/\" style=\"color: #0000ff;\">mapeamento<\/a><\/span> e a indica\u00e7\u00e3o de respostas \u00e0s diversas quest\u00f5es no que se refere:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ao planejamento urbano e regional e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ao levantamento de recursos renov\u00e1veis. <\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Aronoff (1991) descreve as seguintes aplica\u00e7\u00f5es representativas para as quais um SIG pode ser utilizado com sucesso.<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Agricultura e planejamento do uso do solo;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Silvicultura e gerenciamento da vida silvestre;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Monitoramento e gest\u00e3o de \u00e1reas costeiras;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Arqueologia;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Geologia e aplica\u00e7\u00f5es municipais.<\/span>\n<\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os campos de aplica\u00e7\u00e3o dos SIGs, s\u00e3o muito vastos, sendo poss\u00edvel a utiliza\u00e7\u00e3o do mesmo em toda e qualquer aplica\u00e7\u00e3o que tiver um componente espacial.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Isso engloba praticamente toda e qualquer \u00e1rea existente porque tudo est\u00e1 de alguma maneira espacialmente relacionado.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Para voc\u00ea ter uma ideia as aplica\u00e7\u00f5es de um sistema de informa\u00e7\u00f5es geogr\u00e1ficas v\u00e3o desde o estudo de impactos ambientais e vigil\u00e2ncia epidemiol\u00f3gica de doen\u00e7as at\u00e9 \u00e1reas como o marketing e decis\u00f5es de compra.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">B\u00f4nus: qual a diferen\u00e7a entre Geoprocessamento e Geotecnologias<\/span><\/strong><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-4878\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/geoprocessamento-e-sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas.png\" alt=\"geoprocessamento e sistema de informa\u00e7\u00f5es geogr\u00e1ficas\" width=\"600\" height=\"300\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/geoprocessamento-e-sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/geoprocessamento-e-sistema-de-informa\u00e7\u00f5es-geogr\u00e1ficas-300x150.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Indo direto ao ponto, a pr\u00f3pria palavra <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/geoprocessamento-e-georreferenciamento\/\" style=\"color: #0000ff;\">Geoprocessamento<\/a><\/span> diz o que o mesmo \u00e9:<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Geo + processamento. Ou seja, processamento de dados geoespaciais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Enquanto o geoprocessamento \u00e9 apenas o processamento das informa\u00e7\u00f5es geoespaciais, as geotecnologias s\u00e3o todas as tecnologias inerentes ao geoprocessamento.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, o &#8220;<em>sistema geotecnologias<\/em>&#8221; engloba desde as tecnologias de obten\u00e7\u00e3o de dados (sensoriamento remoto, <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/topografia-curso-com-foco-na-pratica\/\" style=\"color: #0000ff;\">topografia<\/a><\/span> e <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/posicionamento-pelo-gnss-georreferenciamento\/\" style=\"color: #0000ff;\">posicionamento pelo GNSS<\/a><\/span>) at\u00e9 o processamento dos dados e a an\u00e1lise final dos mesmos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">\u00c9 isso por este artigo. <\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Lembrando que eu tamb\u00e9m possuo uma s\u00e9rie de <strong>cursos pr\u00e1ticos e de livros<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Se voc\u00ea quer<strong> MERGULHAR FUNDO e aprender a prestar servi\u00e7os com grande velocidade e com seguran\u00e7a<\/strong>, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/cursos-online\/\">acesse este link<\/a><\/span> e conhe\u00e7a os mesmos.<\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">Entre eles, o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\">Curso de Confec\u00e7\u00e3o de Plantas Topogr\u00e1ficas<\/a><\/span>. <span style=\"color: #000000;\">Um <\/span><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">curso pr\u00e1tico\u00a0<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; line-height: 1.3;\">com o qual voc\u00ea vai <strong>aprender a produzir as 15 diferentes plantas produzidas em um escrit\u00f3rio de topografia<\/strong>.<\/span><\/span><\/p>\n<p><a href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"aligncenter wp-image-31689\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/07\/planta-de-topografia-1024x612.png\" alt=\"\" width=\"770\" height=\"460\" \/><\/a><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Clique <a href=\"https:\/\/adenilsongiovanini.com.br\/curso-de-autocad-para-topografia\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #0000ff;\">neste link<\/span><\/a> e conhe\u00e7a melhor o mesmo.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Gratid\u00e3o por voc\u00ea ter lido o artigo. \ud83d\ude4f<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Aprenda a produzir Mapas e Plantas no QGIS<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-30874\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/curso-online-de-qgis.png\" alt=\"curso de qgis online\" width=\"531\" height=\"319\" \/><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Se voc\u00ea quer (<em>ou precisa<\/em>) <strong>aprender a produzir mapas e plantas<\/strong>, o curso online de Qgis, Oficina do QGIS \u00e9 para voc\u00ea.<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">No mesmo, voc\u00ea vai aprender a <span style=\"text-decoration: underline;\"><em>utilizar o QGIS profissionalmente<\/em><\/span>, aprendendo a <strong>produzir mapas que v\u00e3o deixar seus clientes de queixo-ca\u00eddo<\/strong>. <\/span><\/p>\n<p>  <img decoding=\"async\" class=\"aligncenter size-full wp-image-16897\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png\" alt=\"seta azul\" width=\"400\" height=\"200\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png 400w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173-300x150.png 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/> <img decoding=\"async\" class=\"aligncenter wp-image-30892\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/curso-de-qgis-online-oficina-do-qgis-1024x769.png\" alt=\"curso de qgis online oficina do qgis\" width=\"780\" height=\"586\" \/> <img decoding=\"async\" class=\"aligncenter size-full wp-image-16897\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png\" alt=\"seta azul\" width=\"400\" height=\"200\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png 400w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173-300x150.png 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/> <div class=\"su-button-center\"><a href=\"https:\/\/go.hotmart.com\/U65189303H\" class=\"su-button su-button-style-3d\" style=\"color:#000000;background-color:#2BCC2F;border-color:#23a426;border-radius:15px\" target=\"_blank\" rel=\"nofollow\" id=\"1\"><span style=\"color:#000000;padding:0px 36px;font-size:26px;line-height:52px;border-color:#6bdc6e;border-radius:15px;text-shadow:0px 0px 0px #000000\"> &gt; Quero Conhecer melhor o Curso, Pois Quero <em>(e Preciso)<\/em> Aprender a Produzir Plantas e Mapas no QGIS&#8230;<\/span><\/a><\/div>    <\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px; color: #000000;\"><strong><span style=\"font-family: arial, helvetica, sans-serif;\">Principais Conte\u00fados Abordados no Curso Online de QGIS<\/span><\/strong><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 1: passos inicias no QGIS &#8211; Elaborando mapa de biomas do Brasil<\/span><\/strong><\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-30875\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/Passos-iniciais-no-QGIS-1024x724.jpg\" alt=\"mapa de biomas no curso de qgis online\" width=\"780\" height=\"551\">      <\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 2: criando mapa de uso e ocupa\u00e7\u00e3o do solo de propriedade rural<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30876\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/mapa-de-uso-e-ocupa\u00e7\u00e3o-do-solo-de-propriedade-rural-1024x724.jpg\" alt=\" mapa de uso e ocupa\u00e7\u00e3o do solo\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 3: c\u00e1lculo de \u00e1reas, per\u00edmetros e dist\u00e2ncias de linhas no QGIS<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30877\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/c\u00e1lculo-de-\u00e1reas.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - c\u00e1lculo de \u00e1reas\" width=\"780\" height=\"526\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 4: criando memorial descritivo de \u00e1reas e quadro anal\u00edtico de forma autom\u00e1tica no QGIS<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30878\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-memorial-descritivo-de-\u00e1reas-1024x868.png\" alt=\"memorial descritivo de \u00e1reas no curso de qgis\" width=\"780\" height=\"661\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 5: criando uma planta de macrozoneamento para licenciamento ambiental<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30879\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-uma-planta-de-macrozoneamento-1024x724.jpg\" alt=\"planta de macrozoneamento\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 6: criando um mapa de prote\u00e7\u00e3o de \u00e1rea permanente (APP&#8217;s) de uma propriedade rural<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30880\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-um-mapa-de-prote\u00e7\u00e3o-de-\u00e1rea-permanente-1024x723.jpg\" alt=\" mapa de prote\u00e7\u00e3o de \u00e1rea permanente\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 7: criando um mapa hipsom\u00e9trico da sua \u00e1rea de interesse<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30881\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-um-mapa-hipsom\u00e9trico-1024x723.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - mapa hipsom\u00e9trico\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 8: criando uma planta topogr\u00e1fica georreferenciada no QGIS<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30882\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-uma-planta-topogr\u00e1fica-1024x723.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - planta topogr\u00e1fica georreferenciada\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 9: layout de mapas &#8211; criando um mapa de bacias e sub bacias hidrogr\u00e1ficas<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30883\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/criando-um-mapa-de-bacias-1024x723.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - mapa de bacias e sub bacias hidrogr\u00e1fica\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 10: delimita\u00e7\u00e3o de bacias hidrogr\u00e1ficas<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30884\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/delimita\u00e7\u00e3o-de-bacias-hidrogr\u00e1ficas-1024x723.jpg\" alt=\"delimita\u00e7\u00e3o de bacias hidrogr\u00e1ficas\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 11: demarca\u00e7\u00e3o urban\u00edstica no QGIS<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30885\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/demarca\u00e7\u00e3o-urban\u00edstica-no-QGIS-1024x724.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - demarca\u00e7\u00e3o urban\u00edstica no QGIS\" width=\"780\" height=\"552\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 12: mapa de classes de declividade (com MDE &#8211; Alos Palsar)<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30886\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/mapa-de-classes-de-declividade-1024x724.jpg\" alt=\"mapa de classes de declividade\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 13: mapa de prospec\u00e7\u00e3o de \u00e1reas para instala\u00e7\u00e3o de usinas solares fotovoltaicas<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30887\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/mapa-de-prospec\u00e7\u00e3o-de-\u00e1reas-1024x724.png\" alt=\"mapa de prospec\u00e7\u00e3o de \u00e1reas\" width=\"780\" height=\"552\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 14: elaborar mapa de classes de solo<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30888\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/elaborar-mapa-de-classes-de-solo.png\" alt=\"elaborar mapa de classes de solo no curso de qgis online\" width=\"780\" height=\"552\"><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">M\u00f3dulo 15: elaborar mapas de classes de fatores limitantes \u00e0 mecaniza\u00e7\u00e3o agr\u00edcola dos solos<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-30889\" src=\"https:\/\/adenilsongiovanini.com.br\/wp-content\/uploads\/2022\/06\/elaborar-mapas-de-classes-de-fatores-limitantes-\u00e0-mecaniza\u00e7\u00e3o.jpg\" alt=\"sistema de informa\u00e7\u00f5es geogr\u00e1ficas - mapa de fatores limitantes \u00e0 mecaniza\u00e7\u00e3o agr\u00edcola\" width=\"780\" height=\"551\"><\/p>\n<p>&nbsp;<\/p>\n<div id=\"le_body_row_4_col_1_el_23\" class=\"element-container cf\" data-style=\"\"><\/div>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-16897\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png\" alt=\"seta azul\" width=\"400\" height=\"200\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173.png 400w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/05\/setas-azuis-triplas-e1427388827173-300x150.png 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>     <div class=\"su-button-center\"><a href=\"https:\/\/go.hotmart.com\/U65189303H\" class=\"su-button su-button-style-3d\" style=\"color:#000000;background-color:#2BCC2F;border-color:#23a426;border-radius:15px\" target=\"_blank\" rel=\"nofollow\" id=\"1\"><span style=\"color:#000000;padding:0px 36px;font-size:26px;line-height:52px;border-color:#6bdc6e;border-radius:15px;text-shadow:0px 0px 0px #000000\"> &gt; Quero Conhecer melhor o Curso, Pois Quero <em>(e Preciso)<\/em> Aprender a Produzir Plantas e Mapas no QGIS&#8230;<\/span><\/a><\/div>    <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Um sistema de informa\u00e7\u00f5es geogr\u00e1ficas (SIG), tamb\u00e9m conhecidos como GIS (geographic information system), s\u00e3o sistemas que facilitam a an\u00e1lise espacial das diferentes aplica\u00e7\u00f5es s\u00f3cio-ambientais. Na realidade, Toda an\u00e1lise por geoprocessamento pode ser entendida como um sistema, possuindo dados de entrada, processamentos e dados de sa\u00edda. &nbsp; Os dados de entrada, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":334,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-4862","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-arcgis"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Sistema de Informa\u00e7\u00f5es Geogr\u00e1ficas? - Adenilson Giovanini<\/title>\n<meta name=\"description\" content=\"Descubra o que \u00e9 um sistema de informa\u00e7\u00f5es geogr\u00e1ficas, como o mesmo funciona, quais os formatos de dados utilizados e softwares.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sistema-de-informacoes-geograficas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sistema de Informa\u00e7\u00f5es Geogr\u00e1ficas? 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