{"id":27520,"date":"2021-11-18T17:40:01","date_gmt":"2021-11-18T17:40:01","guid":{"rendered":"https:\/\/adenilsongiovanini.com.br\/blog\/?p=27520"},"modified":"2023-08-02T00:27:20","modified_gmt":"2023-08-02T00:27:20","slug":"dados-espaciais-o-que-sao","status":"publish","type":"post","link":"https:\/\/adenilsongiovanini.com.br\/blog\/dados-espaciais-o-que-sao\/","title":{"rendered":"Dados Espaciais e Dados Geogr\u00e1ficos?"},"content":{"rendered":"<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Dados Espaciais e dados geogr\u00e1ficos<\/strong>, diante de voc\u00ea encontra-se um artigo com simplesmente tudo que voc\u00ea precisa saber a respeito do tema.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com a leitura do mesmo voc\u00ea aprender\u00e1:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O que s\u00e3o <strong>dados espaciais;<\/strong><\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Qual a <strong>diferen\u00e7a entre dados espaciais, dados geogr\u00e1ficos e dados geoespaciais<\/strong>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quais os<strong> 3 tipos de dados espaciais existentes<\/strong>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como os mesmos s\u00e3o classificados quanto ao formato;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quando utilizar cada um dos diferentes tipos de dados existentes e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>51 fontes de dados<\/strong> para voc\u00ea utilizar no seu dia a dia<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Prossiga a leitura com m\u00e1xima aten\u00e7\u00e3o.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong><span style=\"font-size: 24px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O que s\u00e3o dados espaciais<\/span><\/strong><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-27494\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-geoespaciais-raster.png\" alt=\"dados espaciais raster\" width=\"650\" height=\"464\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-geoespaciais-raster.png 700w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-geoespaciais-raster-300x214.png 300w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Conforme apresentado por Aronoff (1989) e Borges (1997), \u201c<strong>dados espaciais<\/strong> s\u00e3o quaisquer tipos de dados que descrevem fen\u00f4menos aos quais esteja associada alguma dimens\u00e3o espacial\u201d. <\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Ou seja, o que diferencia os <strong>dados geospaciais<\/strong> dos demais dados \u00e9 a <strong>componente espacial<\/strong>. Com isso, <\/span><\/span><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">um dos atributos inerentes ao dado \u00e9 a localiza\u00e7\u00e3o espacial do mesmo.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Localiza\u00e7\u00e3o esta que normalmente \u00e9 representada atrav\u00e9s da utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/coordenadas-topograficas-o-que-sao-e-como-utilizar\/\">coordenadas tridimensionais<\/a><\/span>.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\"> Ao longo das \u00faltimas d\u00e9cadas, vimos hardwares mais poderosos surgirem. Isso possibilitou o desenvolvimento de poderosos <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/software-de-geoprocessamento-os-14-principais\/\">softwares de geoprocessamento<\/a><\/span>. Softwares estes que passaram a ser utilizados por profissionais das mais variadas \u00e1reas.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Isso aconteceu porque <strong>praticamente todo e qualquer fen\u00f4meno possui depend\u00eancia espacial<\/strong>. Ou seja, os valores encontrados est\u00e3o diretamente relacionados a localiza\u00e7\u00e3o geogr\u00e1fica.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Componente esta que \u00e9 essencial para entendermos grande parte dos fen\u00f4menos existentes.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Por exemplo, um Bi\u00f3logo ao estudar determinado v\u00edrus, percebe que em certas regi\u00f5es existe maior incid\u00eancia de casos de pessoas infectadas. <\/span><\/span><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Com isso, ao levar em considera\u00e7\u00e3o a distribui\u00e7\u00e3o espacial dos casos, consegue ser mais assertivo na determina\u00e7\u00e3o de a\u00e7\u00f5es mitigat\u00f3rias.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Da mesma maneira, um Ge\u00f3logo, ao mapear uma jazida de determinado mineral, utilizando a <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/geoestatistica-o-que-e-e-para-que-serve\/\" style=\"color: #0000ff;\">Geoestat\u00edstica<\/a> <\/span>consegue estimar o tamanho e a distribui\u00e7\u00e3o espacial da jazida a partir de algumas amostras.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Enfim, perceba que os <strong>dados espaciais<\/strong> possuem <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/tipos-de-coordenadas-geograficas\/\" style=\"color: #0000ff;\">coordenadas associadas<\/a><\/span> ao evento, sendo que atrav\u00e9s da utiliza\u00e7\u00e3o de um<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sistema-de-informacoes-geograficas\/\"> software do tipo SIG<\/a><\/span> \u00e9 poss\u00edvel levar-se em considera\u00e7\u00e3o a exist\u00eancia de <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/geoestatistica-o-que-e-e-para-que-serve\/\" style=\"color: #0000ff;\">depend\u00eancia espacial<\/a><\/span>.<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif;\">A diferen\u00e7a entre dados geogr\u00e1ficos, dados geoespaciais e dados espaciais<\/span><\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-27524\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-espacial-geografico-e-geoespacial.png\" alt=\"dados espaciais, dados geogr\u00e1ficos e dados geoespaciais\" width=\"469\" height=\"352\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-espacial-geografico-e-geoespacial.png 469w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/dados-espacial-geografico-e-geoespacial-300x225.png 300w\" sizes=\"(max-width: 469px) 100vw, 469px\" \/><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Conforme mostrado no <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/inde.gov.br\/pdf\/PlanoDeAcaoINDE.pdf\">Plano de A\u00e7\u00e3o Para a Implanta\u00e7\u00e3o da INDE<\/a><\/span>, <\/span><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Longley et al. (2001) destacam que \u201co adjetivo geogr\u00e1fico se refere \u00e0 superf\u00edcie e ao espa\u00e7o pr\u00f3ximo da Terra\u201d, e \u201cespacial refere-se a algum espa\u00e7o, n\u00e3o somente ao espa\u00e7o da superf\u00edcie da Terra\u201d.<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Como exemplos de espa\u00e7os n\u00e3o geogr\u00e1ficos pode-se citar: o espa\u00e7o c\u00f3smico, o espa\u00e7o do corpo humano, que \u00e9 captado por instrumentos que geram imagens para diagn\u00f3sticos, e diversos outros espa\u00e7os de interesse das diferentes \u00e1reas do conhecimento.<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Observa-se recentemente a utiliza\u00e7\u00e3o, cada vez mais frequente, do termo \u201cgeoespacial\u201d para designar uma regi\u00e3o do espa\u00e7o 3D que compreende a superf\u00edcie da Terra, seu subsolo e o espa\u00e7o <\/span><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">pr\u00f3ximo ao planeta (LONGLEY et al., 2001).<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif;\">Tipos de dados espaciais e dados geogr\u00e1ficos existentes<\/span><\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-27422\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/recursos-openlayers.jpg\" alt=\"tipos de dados espaciais e dados geogr\u00e1ficos existentes\" width=\"469\" height=\"400\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/recursos-openlayers.jpg 469w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/recursos-openlayers-300x256.jpg 300w\" sizes=\"(max-width: 469px) 100vw, 469px\" \/><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">O Plano de A\u00e7\u00e3o Para a Implanta\u00e7\u00e3o da INDE, informa ainda que os dados espaciais podem ser classificados como:<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><strong>Dados de Refer\u00eancia<\/strong>: s\u00e3o dados ou conjuntos de dados que proporcionam informa\u00e7\u00f5es gen\u00e9ricas de uso n\u00e3o particularizado, elaborados como bases imprescind\u00edveis para o referenciamento geogr\u00e1fico de informa\u00e7\u00f5es sobre a superf\u00edcie.<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><strong>Dados Tem\u00e1ticos<\/strong>: s\u00e3o os conjuntos de dados e informa\u00e7\u00f5es sobre um determinado fen\u00f4meno ou tem\u00e1tica (clima, educa\u00e7\u00e3o, ind\u00fastria, vegeta\u00e7\u00e3o, etc.) em uma regi\u00e3o ou em todo o pa\u00eds. <\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Os mesmos incluem valores qualitativos e quantitativos que se referem espacialmente aos dados de refer\u00eancia, e normalmente est\u00e3o ligados aos objetivos centrais da gest\u00e3o dos seus respectivos \u00f3rg\u00e3os produtores.<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><strong>Dados de Valor Agregado<\/strong>: s\u00e3o dados adicionados por usu\u00e1rios ou produtores (p\u00fablicos ou privados) aos dados de refer\u00eancia e tem\u00e1ticos, por determinado interesse e utiliza\u00e7\u00e3o espec\u00edfica, e que podem pertencer aos \u00e2mbitos setoriais, regionais, estaduais, municipais, urbanos e outros.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif;\">Classifica\u00e7\u00e3o dos dados espaciais quanto ao formato<\/span><\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-26575\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/representacao-de-imagem-raster-e-de-dados-vetoriais-780x330.png\" alt=\"dados espaciais e dados geogr\u00e1ficos - vetor e raster\" width=\"780\" height=\"330\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/representacao-de-imagem-raster-e-de-dados-vetoriais-780x330.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/representacao-de-imagem-raster-e-de-dados-vetoriais-300x127.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/representacao-de-imagem-raster-e-de-dados-vetoriais-768x325.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/representacao-de-imagem-raster-e-de-dados-vetoriais.png 850w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">No que se refere ao formato, os dados espaciais podem ser <strong>divididos em 2 diferentes tipos<\/strong>:<\/span><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\"><span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/dados-vetoriais-o-que-sao-e-tipos-existentes\/\" style=\"color: #0000ff;\">Dados vetoriais<\/a><\/span> e;<\/span><\/span><\/li>\n<li><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\"><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/imagem-raster-e-dados-vetoriais-qual-a-viferenca\/\">Dados raster<\/a><\/span>.<\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\"><strong>Dados raster<\/strong>, tamb\u00e9m conhecidos como <strong>dados matriciais<\/strong> ou <strong>bitmap<\/strong> s\u00e3o matrizes formadas por linhas e colunas de pixels, onde que cada pixel possui um valor digital.<\/span><\/span><\/p>\n<p><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Os <strong>dados vetoriais<\/strong> se baseiam na utiliza\u00e7\u00e3o de vetores, os quais s\u00e3o conhecidos como <strong>primitivas gr\u00e1ficas<\/strong>. Com isso, s\u00e3o mais leves do que os dados matriciais, ocupando menos espa\u00e7o de armazenamento.<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center;\"><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\"><strong>Dados espaciais e dados geogr\u00e1ficos \u2013 O que s\u00e3o primitivas gr\u00e1ficas<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\"><img decoding=\"async\" class=\"aligncenter wp-image-26573\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/primitivas-graficas.jpg\" sizes=\"(max-width: 728px) 100vw, 728px\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/primitivas-graficas.jpg 728w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/primitivas-graficas-300x193.jpg 300w\" alt=\"dados espaciais e dados geogr\u00e1ficos \u2013 primitivas gr\u00e1ficas\" width=\"628\" height=\"404\" \/><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">As <strong>primitivas gr\u00e1ficas<\/strong> se baseiam na utiliza\u00e7\u00e3o de fun\u00e7\u00f5es matem\u00e1ticas para a representa\u00e7\u00e3o do mundo real no universo do mundo computacional.<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">As mesmas fazem a representa\u00e7\u00e3o discreta atrav\u00e9s da utiliza\u00e7\u00e3o dos elementos geom\u00e9tricos fundamentais. <\/span><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">Para isso utilizam pontos, linhas e pol\u00edgonos (ou \u00e1reas).<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\"><strong>ponto<\/strong><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">O <strong>ponto<\/strong> possui uma <strong>localiza\u00e7\u00e3o \u00fanica no espa\u00e7o<\/strong>. O mesmo:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">N\u00e3o possui dimen\u00e7\u00e3o;<\/span><\/li>\n<li><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">\u00c9 o elemento b\u00e1sico a partir do qual todos os outros objetos da geometria s\u00e3o constru\u00eddos;<\/span><\/li>\n<li><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">\u00c9 representado graficamente atrav\u00e9s da utiliza\u00e7\u00e3o de um pequeno c\u00edrculo ou \u201cmarca\u201d.<\/span><\/li>\n<\/ul>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\"><strong>Linha<\/strong><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">A linha \u00e9 <strong>formada pela reta que passa por 2 pontos distintos<\/strong>.<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">Computacionalmente, se trabalha com segmentos de reta. Ou seja, apenas com a parte da reta delimitada pelo ponto inicial e final.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\"><strong> pol\u00edgono<\/strong><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 20px; font-family: arial, helvetica, sans-serif;\">Um <strong>pol\u00edgono<\/strong> nada mais \u00e9 do que uma <strong>sequ\u00eancia de segmentos de reta<\/strong> que formam um objeto, possibilitando assim o c\u00e1lculo da \u00e1rea ocupada pelo mesmo no espa\u00e7o.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; font-size: 24px; color: #000000;\">Dados geospaciais e dados geogr\u00e1ficos &#8211; Quando utilizar dados matriciais e dados vetoriais<\/span><\/strong><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-26568\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/imagem-raster.png\" alt=\"dados geospaciais - Quando utilizar dados matriciais e dados vetoriais\" width=\"600\" height=\"259\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/imagem-raster.png 600w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/imagem-raster-300x130.png 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Cada um destes diferentes tipos de dados possui suas aplica\u00e7\u00f5es. Por exemplo, na <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/fotogrametria-o-que-e-e-para-que-serve\/\">Fotogrametria<\/a><\/span> e no <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto\/\">Sensoriamento Remoto<\/a><\/span> utiliza-se dados matriciais.<\/span><\/span><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">J\u00e1 na topografia e no <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/posicionamento-pelo-gnss-georreferenciamento\/\">posicionamento pelo GNSS<\/a><\/span> utiliza-se dados vetoriais.<\/span><\/span><\/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;\"><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif;\">Fontes de dados espaciais<\/span><\/span><\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><span style=\"color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Veja abaixo um resumo com os links de acesso a algumas das principais fontes de dados espaciais existentes.<\/span><\/span><\/span><\/p>\n<div id=\"2\" class=\"thrv_wrapper thrv-columns\" data-css=\"tve-u-172b87ac296\">\n<div class=\"tcb-flex-row tcb--cols--1\" data-css=\"tve-u-170eb3c9a11\">\n<div class=\"tcb-flex-col\">\n<div class=\"tcb-col\" data-css=\"tve-u-172b87a9dd4\">\n<p data-css=\"tve-u-172b7fd374b\">\n<h2 id=\"tab-con-2\" style=\"text-align: center;\" data-css=\"tve-u-172b7fd374b\"><span style=\"font-size: 24px; font-family: arial, helvetica, sans-serif; color: #000000;\"><strong>Estaduais<\/strong><\/span><\/h2>\n<\/div>\n<div class=\"tcb-flex-row tcb--cols--3\">\n<div class=\"tcb-flex-col c-25\" data-css=\"tve-u-17807be1bc0\">\n<div class=\"tcb-col\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\"><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px;\">Seguem os links de acesso a fontes de dados espaciais de alguns estados brasileiros.<\/span><\/span><\/div>\n<\/div>\n<div class=\"tcb-flex-col c-50\">\n<div class=\"tcb-col\">\n<div class=\"thrv_wrapper thrv_text_element\" data-css=\"tve-u-172b7d6f880\">\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Alagoas (AL)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Bahia (BA)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/geobahia.inema.ba.gov.br\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/geobahia.inema.ba.gov.br\/<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">https:\/\/www.sei.ba.gov.br\/index.php?option=com_content&amp;view=article&amp;id=2619&amp;Itemid=668<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www.seia.ba.gov.br\/mapas\/download\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.seia.ba.gov.br\/mapas\/download<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Cear\u00e1 (CE)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www2.ipece.ce.gov.br\/atlas\/georreferenciados\/index.htm\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www2.ipece.ce.gov.br\/atlas\/georreferenciados\/index.htm<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/i3geo.cogerh.com.br\/i3geo\/ogc\/download.php#\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/i3geo.cogerh.com.br\/i3geo\/ogc\/download.php#<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/mapas.ipece.ce.gov.br\/i3geo\/ogc\/index.php\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/mapas.ipece.ce.gov.br\/i3geo\/ogc\/index.php<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Distrito Federal (DF)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/www.geoportal.seduh.df.gov.br\/mapa\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/www.geoportal.seduh.df.gov.br\/mapa\/<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">https:\/\/sisdia.df.gov.br\/home\/dados-e-informacoes\/#repositorio<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/dados.gov.br\/dataset\/dados-georreferenciados-siturb-segeth\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/dados.gov.br\/dataset\/dados-georreferenciados-siturb-segeth<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><span style=\"color: #000000;\">Esp\u00edrito Santo (ES<\/span>)<\/span><\/strong><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\">http:\/\/www.ijsn.es.gov.br\/mapas\/<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/geobases.es.gov.br\/links-para-mapas\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/geobases.es.gov.br\/links-para-mapas<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/iema.es.gov.br\/unidades_conservacao\/geoprocessamento\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/iema.es.gov.br\/unidades_conservacao\/geoprocessamento<\/a><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Goi\u00e1s (GO)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www2.sieg.go.gov.br\/post\/ver\/171319\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www2.sieg.go.gov.br\/post\/ver\/171319<\/a><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Maranh\u00e3o (MA)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/www.nugeo.uema.br\/?page_id=8621\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/www.nugeo.uema.br\/?page_id=8621<\/a><\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Mato Grosso (MT)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\">http:\/\/www.intermat.mt.gov.br\/-\/11303036-bases-cartograficas<\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Mato Grosso do Sul (MS)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/www.imasul.ms.gov.br\/geoprocessamento\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/www.imasul.ms.gov.br\/geoprocessamento\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Para\u00edba (PB)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/geoserver.aesa.pb.gov.br\/geoprocessamento\/geoportal\/webservices.html\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/geoserver.aesa.pb.gov.br\/geoprocessamento\/geoportal\/webservices.html<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Paran\u00e1 (PR)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">http:\/\/www.iat.pr.gov.br\/Pagina\/Mapas-e-Dados-Espaciais<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Pernambuco (PE)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/sigcabure.cprh.pe.gov.br\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/sigcabure.cprh.pe.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Rio de Janeiro (RJ)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\">http:\/\/www.ceperj.rj.gov.br\/Conteudo.asp?ident=79<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www.inea.rj.gov.br\/Portal\/MegaDropDown\/EstudosePublicacoes\/EstadodoAmbiente\/index.htm&amp;lang\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.inea.rj.gov.br\/Portal\/MegaDropDown\/EstudosePublicacoes\/EstadodoAmbiente\/index.htm&amp;lang<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Rio Grande do Sul (RS)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\">http:\/\/www.fepam.rs.gov.br\/biblioteca\/geo\/bases_geo.asp<\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www.geolivre.rs.gov.br\/menu.htm?menu=4\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.geolivre.rs.gov.br\/menu.htm?menu=4<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/iede.rs.gov.br\/portal\/apps\/webappviewer\/index.html?id=9281ea56855448adb150cc41f4d4f420\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/iede.rs.gov.br\/portal\/apps\/webappviewer\/index.html?id=9281ea56855448adb150cc41f4d4f420<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">S\u00e3o Paulo (SP)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/datageo.ambiente.sp.gov.br\/app\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/datageo.ambiente.sp.gov.br\/app\/<\/a><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/portalgeo.seade.gov.br\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/portalgeo.seade.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Tocantins (TO)<\/span><\/strong><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"><\/span><\/p>\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\">\n<p align=\"center\" data-css=\"tve-u-172b7f3c558\">\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"tcb-flex-row tcb--cols--1\" data-css=\"tve-u-170eb3c9a11\">\n<div class=\"tcb-flex-col\">\n<div class=\"tcb-col\" data-css=\"tve-u-172b87a9dd4\">\n<h3 id=\"tab-con-3\" style=\"text-align: center;\" data-css=\"tve-u-172b7fd374b\"><span style=\"font-size: 24px; font-family: arial, helvetica, sans-serif; color: #000000;\"><strong>Dados espaciais &#8211; Nacionais<\/strong><\/span><\/h3>\n<\/div>\n<div class=\"thrv_wrapper thrv-columns\" data-css=\"tve-u-172b87a724b\">\n<div class=\"tcb-flex-row tcb--cols--3\">\n<div class=\"tcb-flex-col c-25\">\n<div class=\"tcb-col\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">Seguem algumas fontes de dados espaciais do Brasil como um todo.<\/span><\/div>\n<\/div>\n<div class=\"tcb-flex-col c-50\">\n<div class=\"tcb-col\">\n<div class=\"thrv_wrapper thrv_text_element\" data-css=\"tve-u-172b7d6f880\">\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Visualizador INDE<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/visualizador.inde.gov.br\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/visualizador.inde.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Cat\u00e1logo de geoservi\u00e7os INDE (WFS, WMS, WCS)<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"https:\/\/inde.gov.br\/CatalogoGeoservicos\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/inde.gov.br\/CatalogoGeoservicos<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Portal de Mapas &#8211; IBGE<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/portaldemapas.ibge.gov.br\/portal.php#homepage\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/portaldemapas.ibge.gov.br\/portal.php#homepage<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">TOPODATA &#8211; Modelos Digitais de Eleva\u00e7\u00e3o<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/www.webmapit.com.br\/inpe\/topodata\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.webmapit.com.br\/inpe\/topodata\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Minist\u00e9rio do Meio Ambiente &#8211; MMA<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/mapas.mma.gov.br\/i3geo\/datadownload.htm\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/mapas.mma.gov.br\/i3geo\/datadownload.htm<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Brasil em Relevo &#8211; Embrapa<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/www.cnpm.embrapa.br\/projetos\/relevobr\/download\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/www.cnpm.embrapa.br\/projetos\/relevobr\/download\/<\/a><\/span><\/div>\n<div data-css=\"tve-u-172b7d6f880\"><\/div>\n<div class=\"thrv_wrapper thrv_text_element\" data-css=\"tve-u-172b7d6f880\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/geoinfo.cnps.embrapa.br\/layers\/?limit=100&amp;offset=0\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/geoinfo.cnps.embrapa.br\/layers\/?limit=100&amp;offset=0<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Ag\u00eancia Nacional de \u00c1guas &#8211; ANA<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"http:\/\/dadosabertos.ana.gov.br\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/dadosabertos.ana.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Conjunto de Dados &#8211; Portal Brasileiro de Dados Abertos<\/span><\/strong><\/span><\/p>\n<p><span style=\"color: #0000ff;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">http:\/\/dados.gov.br\/dataset?tags=Geoespacial<\/span><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">\u00cdndice de dados &#8211; IBGE<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a class=\"tve-froala\" href=\"ftp:\/\/geoftp.ibge.gov.br\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">ftp:\/\/geoftp.ibge.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Cat\u00e1logo de Imagens &#8211; INPE<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/www.dgi.inpe.br\/CDSR\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.dgi.inpe.br\/CDSR\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Banco de Dados Geogr\u00e1ficos do Ex\u00e9rcito<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/bdgex.eb.mil.br\/mediador\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/bdgex.eb.mil.br\/mediador\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">INCRA<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/acervofundiario.incra.gov.br\/acervo\/acv.php\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/acervofundiario.incra.gov.br\/acervo\/acv.php<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Servi\u00e7o Geol\u00f3gico do Brasil &#8211; GEOSGB<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/geosgb.cprm.gov.br\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/geosgb.cprm.gov.br\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Ipea GEO<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/www.ipea.gov.br\/ipeageo\/malhas.html\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/www.ipea.gov.br\/ipeageo\/malhas.html<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">DNIT<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/www.dnit.gov.br\/download\/mapas-multimodais\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.dnit.gov.br\/download\/mapas-multimodais\/<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">Aneel<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\">https:\/\/sigel.aneel.gov.br\/Down\/<\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">MapBiomas<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/mapbiomas.org\/download\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/mapbiomas.org\/download<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><span style=\"color: #000000;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">FUNAI<\/span><\/strong><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"http:\/\/www.funai.gov.br\/index.php\/shape\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">http:\/\/www.funai.gov.br\/index.php\/shape<\/a><\/span><\/p>\n<h4><\/h4>\n<p style=\"text-align: center;\"><strong><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">I<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\">mazonGeo<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif;\"><\/span><\/strong><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #0000ff;\"><a href=\"https:\/\/imazongeo.org.br\/#\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"color: #0000ff;\">https:\/\/imazongeo.org.br\/#\/1<\/a><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"tcb-flex-col c-25\">\n<div class=\"tcb-col\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p style=\"text-align: center;\"><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\"> Fonte dos links: https:\/\/descomplicaqgis.com.br<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><strong><span style=\"font-size: 24px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Continue aprendendo a respeito de dados espaciais<\/span><\/strong><\/h2>\n<h2 style=\"text-align: center;\"><img decoding=\"async\" class=\"aligncenter wp-image-26885\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/Rapideye.jpg\" alt=\"dados geogr\u00e1ficos, outros sat\u00e9lites, suas caracter\u00edsticas e aplica\u00e7\u00f5es\" width=\"620\" height=\"463\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/Rapideye.jpg 650w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/Rapideye-300x224.jpg 300w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><\/h2>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Que tal aprender a respeito dos diferentes sat\u00e9lites de sensoriamento remoto e suas aplica\u00e7\u00f5es. Seguem 8 artigos geniais sobre os mesmos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/rapideye-historico-caracteristicas-e-aplicacoes\/\">RapidEye: Hist\u00f3rico, Caracter\u00edsticas e Aplica\u00e7\u00f5es&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/alos-historico-caracteristicas-e-aplicacoes\/\">Alos: Conhe\u00e7a este fabuloso sat\u00e9lite e suas imagens&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/cbers-4-e-cbers-4a-historia-e-aplicacoes\/\">CBERS 4 e CBERS 4a: Hist\u00f3ria e Aplica\u00e7\u00f5es&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/satelite-landsat-historico-e-aplicacoes\/\">Landsat: hist\u00f3rico e aplica\u00e7\u00f5es&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/ikonos-imagens-caracteristicas-e-aplicacoes\/\">Ikonos: imagens, caracter\u00edsticas e aplica\u00e7\u00f5es&#8230;.<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/geoeye-imagens-caracteristicas-e-aplicacoes\/\">GeoEye: um poderoso sat\u00e9lite com resolu\u00e7\u00e3o espacial subm\u00e9trica&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/quickbird-caracteristicas-diferenciais-e-aplicacoes\/\">QuickBird: Um sat\u00e9lite com uma alta resolu\u00e7\u00e3o&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/worldview-nasa-caracteristicas-e-aplicacoes\/\">Wordview: tudo que voc\u00ea precisa saber a respeito&#8230;<\/a><\/span><\/span><\/p>\n<p><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;\">Espero que o artigo tenha sido \u00fatil e relevante para voc\u00ea. Gratid\u00e3o por voc\u00ea ter lido o mesmo. \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>\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=\"dados espaciais - 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=\"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=\"dados espaciais - 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=\"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=\"dados espaciais - 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=\"dados espaciais - 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=\"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=\"dados espaciais - 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=\"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>\n","protected":false},"excerpt":{"rendered":"<p>Dados Espaciais e dados geogr\u00e1ficos, diante de voc\u00ea encontra-se um artigo com simplesmente tudo que voc\u00ea precisa saber a respeito do tema. Com a leitura do mesmo voc\u00ea aprender\u00e1: O que s\u00e3o dados espaciais; Qual a diferen\u00e7a entre dados espaciais, dados geogr\u00e1ficos e dados geoespaciais; Quais os 3 tipos de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27311,"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":[13,53],"tags":[],"class_list":["post-27520","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-arcgis","category-cartografia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dados Espaciais e Dados Geogr\u00e1ficos? - Adenilson Giovanini<\/title>\n<meta name=\"description\" content=\"Descubra o que s\u00e3o dados espaciais, quais os 3 tipos existentes e 51 fontes de dados para voc\u00ea utilizar no seu dia a dia. 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