{"id":5086,"date":"2020-01-07T17:50:45","date_gmt":"2020-01-07T17:50:45","guid":{"rendered":"http:\/\/adenilsongiovanini.com.br\/blog\/?p=5086"},"modified":"2023-03-03T01:03:26","modified_gmt":"2023-03-03T01:03:26","slug":"sensoriamento-remoto","status":"publish","type":"post","link":"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto\/","title":{"rendered":"Sensoriamento Remoto: Guia Definitivo?"},"content":{"rendered":"<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><span class=\"no-conversion\"><b><span lang=\"pt-br\">O Sensoriamento remoto<\/span><\/b> <\/span>\u00e9 o<em> conjunto de t\u00e9cnicas que possibilita a obten\u00e7\u00e3o de informa\u00e7\u00f5es sobre alvos sem a necessidade de contato direto com os mesmos<\/em>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Alvos estes que podem ser objetos, \u00e1reas ou fen\u00f4menos naturais ou artificiais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Para a obten\u00e7\u00e3o das informa\u00e7\u00f5es necess\u00e1rias o sensoriamento remoto <strong>registra a intera\u00e7\u00e3o da <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/quiprocura.net\/w\/2019\/06\/20\/radiacao-eletromagnetica\/\" target=\"_blank\" rel=\"noopener noreferrer\">radia\u00e7\u00e3o eletromagn\u00e9tica<\/a><\/span> com o alvo<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, uma vez que o espectro eletromagn\u00e9tico \u00e9 conhecido, o resultado da intera\u00e7\u00e3o do mesmo com o alvo revelar\u00e1 uma s\u00e9rie de informa\u00e7\u00f5es sobre o mesmo. <\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Defini\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Defini\u00e7\u00e3o de sensoriamento remoto<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-5090\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/uso-do-sensoriamento-remoto-1024x576.jpg\" alt=\"uso do sensoriamento remoto\" width=\"1024\" height=\"576\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O <b>sensoriamento remoto,<\/b> conforme mencionado anteriormente, baseia-se no <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.ofitexto.com.br\/comunitexto\/o-que-e-comportamento-espectral-de-alvos\/\">comportamento espectral dos alvos<\/a><\/span> para a obten\u00e7\u00e3o de informa\u00e7\u00f5es dos mesmos sem o contato f\u00edsico com estes.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">As <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto-aplicacoes\/\">primeiras utiliza\u00e7\u00f5es<\/a><\/span> do sensoriamento remoto foram via a utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a href=\"http:\/\/adenilsongiovanini.com.br\/blog\/fotogrametria-o-que-e-e-para-que-serve\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">fotografias a\u00e9reas<\/a><\/span> tiradas atrav\u00e9s da utiliza\u00e7\u00e3o de bal\u00f5es. Com o tempo, a tecnologia evoluiu, sendo que atualmente utiliza-se principalmente sat\u00e9lites e <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/mapeamento-topografico-com-drone\/\">drones<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Al\u00e9m disso, o avan\u00e7o tecnol\u00f3gico est\u00e1 possibilitando a utiliza\u00e7\u00e3o do sensoriamento remoto para o <strong>obten\u00e7\u00e3o de dados em tempo real<\/strong>, o que possibilita uma maior velocidade nos processos de tomada de decis\u00e3o.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Um bom exemplo disso \u00e9 a agricultura de precis\u00e3o, na qual os novos sensores est\u00e3o possibilitando a determina\u00e7\u00e3o do <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/ndvi-o-que-e-e-como-funciona\/\">\u00cdndice NDVI<\/a><\/span> e a obten\u00e7\u00e3o de uma s\u00e9rie de outras informa\u00e7\u00f5es em tempo real.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px; color: #000000;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; line-height: 1.3;\">Sensoriamento remoto e aerofotogrametria<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter wp-image-5091 size-large\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/aerofotogrametria-780x461.jpg\" alt=\"aerofotogrametria\" width=\"780\" height=\"461\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/aerofotogrametria-780x461.jpg 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/aerofotogrametria-300x177.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/aerofotogrametria-768x454.jpg 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/aerofotogrametria.jpg 800w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/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;\">Quando o <strong>sensoriamento remoto<\/strong> opera a partir de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/imagens-de-sensoriamento-remoto\/\">imagens fotogr\u00e1ficas<\/a><\/span> da superf\u00edcie terrestre, d\u00e1-se o nome de <b>aerofotogrametria.<\/b><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A mesma possui a <strong>vantagem de ser tecnicamente mais simples<\/strong> e relativamente mais precisa. Isso por causa da proximidade das fotografias aplicadas. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Na<span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/fotogrametria-o-que-e-e-para-que-serve\/\"> aerofotogrametria<\/a><\/span>, independentemente de que tipo de equipamento esteja sendo utilizado, a obten\u00e7\u00e3o de um melhor resultado s\u00f3 \u00e9 poss\u00edvel se o sensor for posicionado da forma mais vertical poss\u00edvel.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Este procedimento evita a exist\u00eancia de distor\u00e7\u00f5es, principalmente em termos de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/escala-cartografica-o-que-e-e-como-calcular\/\">escala cartogr\u00e1fica<\/a><\/span> e da \u00e1rea do terreno a ser representada.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como voc\u00ea deve ter percebido, o sensoriamento remoto \u00e9 uma importante <strong>ferramenta para a melhor compreens\u00e3o do espa\u00e7o geogr\u00e1fico<\/strong>, sendo <strong>muito utilizado para<\/strong>:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Fins militares;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Pesquisas cient\u00edficas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A\u00e7\u00f5es de planejamento governamental;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Previs\u00f5es meteorol\u00f3gicas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">ETC.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Hist\u00f3rico\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Evolu\u00e7\u00e3o do sensoriamento remoto<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-5092\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sensoriamento-remoto-evolu\u00e7\u00e3o-1024x544.jpg\" alt=\"sensoriamento remoto - evolu\u00e7\u00e3o\" width=\"1024\" height=\"544\" \/><\/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;\">A <strong>evolu\u00e7\u00e3o do sensoriamento remoto<\/strong> est\u00e1 ligada a alguns dos principais eventos abaixo:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\">1672 &#8211; Desenvolvimento da <\/span><span style=\"font-size: 20px;\"><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">teoria da luz. <\/span><span style=\"color: #0000ff; font-family: arial, helvetica, sans-serif;\"><a style=\"color: #0000ff;\" title=\"Isaac Newton\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Isaac_Newton\">Newton<\/a><\/span><span style=\"color: #000000; font-family: arial, helvetica, sans-serif;\">: decomposi\u00e7\u00e3o da luz branca, u<\/span><\/span><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\">tiliza\u00e7\u00e3o de uma c\u00e2mara primitiva.<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1839 &#8211; Desenvolvimento de equipamentos \u00f3pticos, p<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">esquisas de novas subst\u00e2ncias fotossens\u00edveis<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1859 &#8211; Utiliza\u00e7\u00e3o de c\u00e2maras fotogr\u00e1ficas a bordo de bal\u00f5es<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1903 &#8211; Utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/aerofotografia-o-que-e-e-para-que-serve\/\">fotografias a\u00e9reas<\/a><\/span> para fins <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/cartografia-o-que-e-e-tipos-existentes\/\">cartogr\u00e1ficos<\/a><\/span><\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1909 &#8211; Tomadas de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Aerofotografia\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Aerofotografia\">fotografias a\u00e9reas<\/a> <\/span>a bordo de avi\u00f5es<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1930 &#8211; Coberturas sistem\u00e1ticas do territ\u00f3rio para fins de levantamento de recursos naturais<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1940 &#8211; Desenvolvimento de equipamentos para radiometria sens\u00edveis \u00e0 radia\u00e7\u00e3o infravermelha, u<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">tiliza\u00e7\u00e3o de filmes<\/span> <span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Radia\u00e7\u00e3o infravermelha\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Radia%C3%A7%C3%A3o_infravermelha\">infra vermelho<\/a><\/span><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\"> na II Guerra Mundial, para detec\u00e7\u00e3o de camuflagem<\/span><\/li>\n<\/ul>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1944 &#8211; Primeiros experimentos para utilizar c\u00e2maras multi-espectrais<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1954 &#8211; Desenvolvimento de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Radi\u00f4metro\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Radi%C3%B4metro\">radi\u00f4metros<\/a> <\/span>de microondas<\/span><\/li>\n<\/ul>\n<dl>\n<dd>\n<dl>\n<dd><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&#8211; Testes iniciais visando a constru\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/radar-interferometrico-o-que-e-e-como-funciona\/\">radares de visada lateral<\/a><\/span><\/span><\/dd>\n<\/dl>\n<\/dd>\n<\/dl>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1961 &#8211; Desenvolvimento de processamentos \u00f3pticos e digitais<\/span><\/li>\n<\/ul>\n<dl>\n<dd>\n<dl>\n<dd><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&#8211; Primeiros radares de visada lateral<\/span><\/dd>\n<\/dl>\n<\/dd>\n<\/dl>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1962 &#8211; Desenvolvimento de ve\u00edculos espaciais tripulados e n\u00e3o-tripulados<\/span><\/li>\n<\/ul>\n<dl>\n<dd>\n<dl>\n<dd><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&#8211; Lan\u00e7amento de sat\u00e9lites <\/span><\/dd>\n<\/dl>\n<\/dd>\n<dd><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\">&#8211; meteorol\u00f3gicos<\/span><\/dd>\n<dd>\n<dl>\n<dd><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\">Primeira fotografia orbital MA-4-Mercury<\/span><\/dd>\n<\/dl>\n<\/dd>\n<\/dl>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1972 &#8211; Fotografias digitais tiradas pelo programa Gemini<\/span><\/li>\n<\/ul>\n<dl>\n<dd>\n<dl>\n<dd><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">&#8211; Surgem outros programas espaciais envolvendo sat\u00e9lites de recursos naturais: <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.jpl.nasa.gov\/missions\/seasat\/\" target=\"_blank\" rel=\"noopener noreferrer\">SEASAT<\/a><\/span>, <span style=\"color: #0000ff;\">SPOT<\/span>, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.embrapa.br\/satelites-de-monitoramento\/missoes\/ers\" target=\"_blank\" rel=\"noopener noreferrer\">ERS<\/a><\/span>, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"http:\/\/www.dgi.inpe.br\/documentacao\/satelites\/landsat\" target=\"_blank\" rel=\"noopener noreferrer\">Landsat<\/a><\/span><\/span><\/dd>\n<\/dl>\n<\/dd>\n<\/dl>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1983 &#8211; Lan\u00e7amento do Landsat 4, SIR-A, SIR-B, MOMS<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1999 &#8211; Lan\u00e7amento do <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"CBERS-1\" href=\"https:\/\/pt.wikipedia.org\/wiki\/CBERS-1\">CBERS-1<\/a><\/span><\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">1991 &#8211; Lan\u00e7amento do ERS-1<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">2003 &#8211; Lan\u00e7amento do <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"CBERS-2\" href=\"https:\/\/pt.wikipedia.org\/wiki\/CBERS-2\">CBERS-2<\/a><\/span><\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">2007 &#8211; Lan\u00e7amento do CBERS-2B<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">2008 &#8211; Lan\u00e7amento da constela\u00e7\u00e3o <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"RapidEye\" href=\"http:\/\/www.engesat.com.br\/imagem-de-satelite\/rapideye\/\" target=\"_blank\" rel=\"noopener noreferrer\">RapidEye<\/a><\/span><\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Princ\u00edpios_f\u00edsicos\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Funcionamento dos sistemas sensores<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter wp-image-5093\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores.png\" alt=\"sistemas sensores\" width=\"760\" height=\"443\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores-300x175.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores-768x448.png 768w\" sizes=\"(max-width: 760px) 100vw, 760px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Tr\u00eas elementos s\u00e3o fundamentais<\/strong> para o funcionamento de um sistema de sensoriamento remoto: <\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Objeto de estudo;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> Radia\u00e7\u00e3o Eletromagn\u00e9tica e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensor.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Pelo <strong>princ\u00edpio da conserva\u00e7\u00e3o da energia<\/strong>, quando a radia\u00e7\u00e3o eletromagn\u00e9tica incide sobre a superf\u00edcie de um material, parte dela ser\u00e1 refletida por esta superf\u00edcie, parte ser\u00e1 absorvida e parte pode ser transmitida. Isso caso a mat\u00e9ria possua alguma transpar\u00eancia.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> A soma desses tr\u00eas componentes (<span style=\"color: #0000ff;\">Reflect\u00e2ncia<\/span>, <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" title=\"Absort\u00e2ncia\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Absort%C3%A2ncia\">Absort\u00e2ncia<\/a><\/span> e Transpar\u00eancia) \u00e9 sempre igual a intensidade da energia incidente.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O que nossos olhos percebem como cores diferentes \u00e9 na verdade a radia\u00e7\u00e3o eletromagn\u00e9tica de comprimentos de onda diferentes. <\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A cor azul corresponde ao intervalo de 0,35 a 0,50 \u00b5m;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A cor verde vai de 0,50 a 0,62 \u00b5m e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A cor vermelha, de 0,62 a 0,70 \u00b5m.<\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Estes intervalos tamb\u00e9m s\u00e3o conhecidos como &#8220;regi\u00f5es&#8221;, sendo que abaixo do vermelho est\u00e1 a regi\u00e3o do <span style=\"color: #0000ff;\"><a class=\"mw-redirect\" style=\"color: #0000ff;\" title=\"Infravermelho\" href=\"https:\/\/brasilescola.uol.com.br\/o-que-e\/fisica\/o-que-e-infravermelho.htm#:~:text=Esse%20tipo%20de%20onda%20eletromagn%C3%A9tica,dentro%20do%20espectro%20eletromagn%C3%A9tico%20vis%C3%ADvel.\">infravermelho<\/a><\/span>, e logo acima do azul est\u00e1 o <span style=\"color: #0000ff;\"><a class=\"mw-redirect\" style=\"color: #0000ff;\" title=\"Ultravioleta\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Ultravioleta\">ultravioleta<\/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;\">O que os sensores medem<\/span><\/strong><\/span><\/h3>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os <strong>sensores remotos<\/strong> medem as <strong>intensidades do <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/espectro-eletromagnetico\/\">espectro eletromagn\u00e9tico<\/a><\/span><\/strong>, obtendo dados referentes a radia\u00e7\u00e3o eletromagn\u00e9tica refletida em cada intervalo pr\u00e9-determinado de comprimento de onda.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><strong><span id=\"N\u00edveis_de_aquisi\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">N\u00edveis de aquisi\u00e7\u00e3o<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-5094\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/niveis-de-coleta-de-dados-sensoriamento-remoto.png\" alt=\"niveis-de-coleta-de-dados-sensoriamento-remoto\" width=\"277\" height=\"340\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/niveis-de-coleta-de-dados-sensoriamento-remoto.png 277w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/niveis-de-coleta-de-dados-sensoriamento-remoto-244x300.png 244w\" sizes=\"(max-width: 277px) 100vw, 277px\" \/><\/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 <strong>sensoriamento remoto<\/strong> pode ser em 3 n\u00edveis:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"> Terrestre;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sub-orbital e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Orbital.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quanto ao <strong>n\u00edvel sub-orbital<\/strong>, os representantes mais comuns s\u00e3o os avi\u00f5es e os drones que obt\u00e9m fotografias a\u00e9reas, utilizadas principalmente na <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/3-erros-cometidos-na-producao-de-mapas\/\">produ\u00e7\u00e3o de mapas<\/a><\/span>. Neste n\u00edvel opera-se tamb\u00e9m algumas c\u00e2meras de v\u00eddeo e radares.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">No <strong>n\u00edvel orbital<\/strong> est\u00e3o os bal\u00f5es meteorol\u00f3gicos e os sat\u00e9lites. Os bal\u00f5es meteorol\u00f3gicos s\u00e3o utilizados nos estudos do clima e da atmosfera terrestre, assim como em previs\u00f5es do tempo. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">J\u00e1 os <strong>sat\u00e9lites<\/strong> podem produzir imagens para uso meteorol\u00f3gico, mas tamb\u00e9m s\u00e3o \u00fateis nas \u00e1reas de mapeamento e estudo de recursos naturais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ao <strong>n\u00edvel terrestre<\/strong>, a utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a href=\"https:\/\/pt.wikipedia.org\/wiki\/Espectr%C3%B4metro\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">espectr\u00f4metros<\/a><\/span> possibilita que os cientistas estudem o comportamento espectral dos alvos, realizando pesquisas b\u00e1sicas sobre como os objetos absorvem, refletem e emitem radia\u00e7\u00e3o. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os resultados destas pesquisas geram informa\u00e7\u00f5es sobre como os objetos podem ser identificados pelos <span style=\"color: #0000ff;\">sensores orbitais<\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Desta maneira, \u00e9 poss\u00edvel a identifica\u00e7\u00e3o dos diferentes tipos de alvos e at\u00e9 mesmo de caracter\u00edsticas especificas dos alvos sem que seja necess\u00e1rio ir-se a campo.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, munido de informa\u00e7\u00f5es obtidas de um sensor especifico, instalado em um sat\u00e9lite, um especialista pode, 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;\">Identificar \u00e1reas de queimadas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Diferenciar florestas de cidades e de planta\u00e7\u00f5es agr\u00edcolas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">E at\u00e9 mesmo identificar \u00e1reas de vegeta\u00e7\u00e3o que estejam doentes.<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Sistemas_sensores\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Sistemas sensores<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-5095\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores.jpg\" alt=\"sistemas sensores\" width=\"567\" height=\"283\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores.jpg 567w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/sistemas-sensores-300x150.jpg 300w\" sizes=\"(max-width: 567px) 100vw, 567px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os <strong>sistemas sensores<\/strong> presentes em sat\u00e9lites s\u00e3o sub-divididos em <strong>2 grandes grupos<\/strong>:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensores imageadores e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensores n\u00e3o imageadores. <\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Os <strong>sensores imageadores<\/strong>, dividem-se ainda em sistemas de varredura mec\u00e2nica e sistemas de varredura eletr\u00f4nica. Os sensores tamb\u00e9m podem ser classificados em fun\u00e7\u00e3o da fonte de radia\u00e7\u00e3o eletromagn\u00e9tica.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Sensores ativos<\/strong> enviam um sinal para a superf\u00edcie da terra e registram o sinal refletido, avaliando a diferen\u00e7a entre eles (Ex. RADAR). <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por outro lado, os <strong>sensores passivos<\/strong> funcionam atrav\u00e9s do registro da radia\u00e7\u00e3o eletromagn\u00e9tica refletida pelo Sol.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span id=\"Resolu\u00e7\u00e3o\" class=\"mw-headline\" style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Resolu\u00e7\u00e3o dos sensores<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px;\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-5096\" src=\"http:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/a09_t12a.jpg\" alt=\"a09_t12a\" width=\"403\" height=\"445\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/a09_t12a.jpg 403w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/a09_t12a-272x300.jpg 272w\" sizes=\"(max-width: 403px) 100vw, 403px\" \/><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A <strong>resolu\u00e7\u00e3o dos sensores remotos<\/strong> possui grande import\u00e2ncia quando se fala em sensoriamento remoto aplica\u00e7\u00f5es.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Isso porque a utiliza\u00e7\u00e3o do sensoriamento remoto para determinada aplica\u00e7\u00e3o depender\u00e1 diretamente dos 4 tipos de resolu\u00e7\u00e3o espacial existentes. S\u00e3o elas<\/span><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">: <\/span><\/p>\n<ul>\n<li><span style=\"color: #000000; font-family: arial, helvetica, sans-serif; font-size: 20px;\"><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/resolucao-espacial-espectral-radiometrica-e\/\">Espacial<\/a><\/span>;<\/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 style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/resolucao-espectral-espacial-radiometrica-e\/\">Espectral<\/a><\/span>;<\/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 style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/resolucao-radiometrica-o-que-e\/\">Radiom\u00e9trica<\/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 style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/resolucao-temporal-o-que-e\/\">Temporal<\/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;\">A <strong>resolu\u00e7\u00e3o espacial<\/strong> diz respeito \u00e0 capacidade do sensor em dividir ou resolver os elementos na superf\u00edcie terrestre.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quanto melhor a resolu\u00e7\u00e3o espacial, maior o n\u00edvel de detalhe observado.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A <strong>resolu\u00e7\u00e3o espectral<\/strong> caracteriza a capacidade do sensor em operar em varias bandas espectrais. Os sensores que operam em centenas de bandas s\u00e3o conhecidos como hiper-espectrais.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A <strong>resolu\u00e7\u00e3o radiom\u00e9trica<\/strong> est\u00e1 relacionada ao n\u00edvel de sensibilidade do sensor em detectar pequenas varia\u00e7\u00f5es radiom\u00e9tricas.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A <strong>resolu\u00e7\u00e3o temporal<\/strong> \u00e9 definida em fun\u00e7\u00e3o do tempo de revisita do sensor para um mesmo ponto da superf\u00edcie terrestre.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Caso deseje <strong>aprender mais a respeito<\/strong> dos diferentes tipos de resolu\u00e7\u00e3o existentes \u00e9 s\u00f3 acessar os links acima.<\/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;\">Aplica\u00e7\u00f5es do sensoriamento remoto<\/span><\/strong><\/span><\/h2>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000;\">De acordo com o <span style=\"color: #0000ff;\">site 2 engenheiros<\/span>, entre os diferentes <strong>dados obtidos via sensoriamento remoto<\/strong> temos:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Temperatura da Atmosfera;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Precipita\u00e7\u00e3o;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Distribui\u00e7\u00e3o e Tipos de Nuvens;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Concentra\u00e7\u00e3o de Gases (ex. Vapor D\u2019\u00e1gua; CO2; Oz\u00f4nio);<\/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=\"http:\/\/adenilsongiovanini.com.br\/blog\/topografia-cadastral-principais-leis\/\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #0000ff;\">Topografia<\/a><\/span>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Temperatura do Solo;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Tipo de Vegeta\u00e7\u00e3o;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Uso do Solo.<\/span><\/li>\n<\/ul>\n<p>\n<span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A lista de par\u00e2metros \u00e9 grande e se estende por <strong>disciplinas<\/strong> como agricultura, arqueologia, engenharia civil, climatologia, monitoramento de <span style=\"color: #0000ff;\">desastres naturais<\/span> e da polui\u00e7\u00e3o, caracteriza\u00e7\u00e3o do solo, oceanografia, glaciologia e mapeamento de recursos h\u00eddricos.<\/span><\/p>\n<p><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Normalmente as informa\u00e7\u00f5es geradas se tornam uma imagem digital, facilitando o manuseio dos dados em meio computacional<\/span><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\"> e, aumentando a atua\u00e7\u00e3o do campo \u201c<span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/processamento-digital-de-imagens\/\" style=\"color: #0000ff;\">Processamento Digital de Imagens<\/a><\/span>\u201d, que faz parte do Sensoriamento Remoto.<\/span><\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Na realidade, as imagens brutas dos sensores passam por v\u00e1rias etapas antes de serem disponibilizadas, sofrendo calibra\u00e7\u00f5es em rela\u00e7\u00e3o \u00e0 superf\u00edcie terrestre, a remo\u00e7\u00e3o de efeitos de propaga\u00e7\u00e3o da atmosfera e ru\u00eddos (REES, 2013).<\/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 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<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; font-size: 24px;\"><strong>Domine a Topografia Cadastral atrav\u00e9s de um livro formado por centenas de exemplos pr\u00e1ticos <\/strong><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 20px;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" rel=\"nofollow noreferrer\"><img decoding=\"async\" class=\"aligncenter size-large wp-image-19317\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1024x474.png\" sizes=\"(max-width: 1024px) 100vw, 1024px\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1024x474.png 1024w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-300x139.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-768x355.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1536x711.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-320x148.png 320w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-640x296.png 640w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-360x167.png 360w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-720x333.png 720w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1080x500.png 1080w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-800x370.png 800w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento-1280x592.png 1280w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/04\/livro-de-topografia-e-georreferenciamento.png 1565w\" alt=\"livro de topografia e georreferenciamento\" width=\"1024\" height=\"474\" \/><\/a><\/span><\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Voc\u00ea quer dominar a Topografia Cadastral?<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Ent\u00e3o eu tenho uma \u00f3tima noticia para voc\u00ea. Me refiro ao <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" rel=\"nofollow noreferrer\">livro Topografia Cadastral e Georreferenciamento de Im\u00f3veis Rurais na Pr\u00e1tica<\/a><\/span>.<\/span><\/p>\n<p><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">O mesmo \u00e9 dividido em 10 cap\u00edtulos recheados com muitos estudos de caso e exemplos pr\u00e1ticos. D\u00ea uma espiadinha no sum\u00e1rio do mesmo:<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><center><iframe width=\"99%\" height=\"980\" src=\"https:\/\/drive.google.com\/file\/d\/1HJ8fZz1PvPmftfXHJNFTvIBBzY_FZhPJ\/preview\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/center><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\"><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Para conhecer melhor a estrutura do livro, juntar-se a mais de 800 profissionais e adquirir sua c\u00f3pia \u00e9 s\u00f3 clicar no bot\u00e3o abaixo:<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"color: #000000; font-size: 20px;\"><div class=\"su-button-center\"><a href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" class=\"su-button su-button-style-3d\" style=\"color:#000000;background-color:#2BCC2F;border-color:#23a426;border-radius:9px\" target=\"_blank\" rel=\"nofollow\" id=\"1\"><span style=\"color:#000000;padding:0px 24px;font-size:18px;line-height:36px;border-color:#6bdc6e;border-radius:9px;text-shadow:0px 0px 0px #000000\"> \u279c Quero Conhecer Melhor o Livro, Pois Quero e Preciso Aprender Mais Sobre Legisla\u00e7\u00e3o Cadastral e Geo. de Im\u00f3veis Rurais<\/span><\/a><\/div><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>O Sensoriamento remoto \u00e9 o conjunto de t\u00e9cnicas que possibilita a obten\u00e7\u00e3o de informa\u00e7\u00f5es sobre alvos sem a necessidade de contato direto com os mesmos. Alvos estes que podem ser objetos, \u00e1reas ou fen\u00f4menos naturais ou artificiais. Para a obten\u00e7\u00e3o das informa\u00e7\u00f5es necess\u00e1rias o sensoriamento remoto registra a intera\u00e7\u00e3o da [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5089,"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-5086","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>Sensoriamento Remoto: Guia Definitivo? - Adenilson Giovanini<\/title>\n<meta name=\"description\" content=\"Descubra o que \u00e9 o sensoriamento remoto, como o mesmo funciona, qual sua evolu\u00e7\u00e3o, suas principais aplica\u00e7\u00f5es e caracteristicas.\" \/>\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\/sensoriamento-remoto\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sensoriamento Remoto: Guia Definitivo? 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