{"id":28708,"date":"2021-12-03T14:23:46","date_gmt":"2021-12-03T14:23:46","guid":{"rendered":"https:\/\/adenilsongiovanini.com.br\/blog\/?p=28708"},"modified":"2023-03-03T01:03:27","modified_gmt":"2023-03-03T01:03:27","slug":"sensoriamento-remoto-aplicacoes","status":"publish","type":"post","link":"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto-aplicacoes\/","title":{"rendered":"Sensoriamento Remoto Aplica\u00e7\u00f5es?"},"content":{"rendered":"<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Sensoriamento Remoto aplica\u00e7\u00f5es<\/strong>, voc\u00ea acabou de encontrar um artigo definitivo a respeito do tema. 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 \u00e9 <strong>o sensoriamento remoto<\/strong>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como que os <strong>sistemas sensores funcionam<\/strong>;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Quais as <strong>aplica\u00e7\u00f5es do sensoriamento remoto<\/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>principais sat\u00e9lites, constela\u00e7\u00f5es<\/strong> e suas aplica\u00e7\u00f5es;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">E muito mais.<\/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;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensoriamento remoto aplica\u00e7\u00f5es &#8211; O sensoriamento remoto<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-27907\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/sentinel-2-780x561.jpg\" alt=\"o sensoriamento remoto\" width=\"780\" height=\"561\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/sentinel-2-780x561.jpg 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/sentinel-2-300x216.jpg 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/sentinel-2-768x553.jpg 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/sentinel-2.jpg 945w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\n<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 conjunto de t\u00e9cnicas que possibilita a <em><strong>obten\u00e7\u00e3o de informa\u00e7\u00f5es sobre alvos sem a necessidade de contato direto com os mesmos<\/strong><\/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 <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/espectro-eletromagnetico\/\" style=\"color: #0000ff;\">espectro eletromagn\u00e9tico<\/a><\/span> \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><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Antes de vermos as diferentes <strong>sensoriamento remoto aplica\u00e7\u00f5es<\/strong>, vamos conceituar o sensoriamento remoto.<\/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;\">Sensoriamento remoto aplica\u00e7\u00f5es &#8211; Defini\u00e7\u00e3o<\/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=\"o sensoriamento remoto - defini\u00e7\u00e3o\" 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 <strong>primeiras utiliza\u00e7\u00f5es<\/strong> 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 <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/fotografias-aereas-e-imagens-de-satelite\/\" style=\"color: #0000ff;\">sat\u00e9lites<\/a><\/span> e <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/levantamento-planialtimetrico-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 <strong>velocidade nos processos de tomada de decis\u00e3o<\/strong>.<\/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 <strong>agricultura de precis\u00e3o<\/strong>, na qual os novos sensores est\u00e3o possibilitando a determina\u00e7\u00e3o de uma s\u00e9rie de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/indices-de-vegetacao-o-que-sao-e-como-utilizar\/\">\u00edndices de vegeta\u00e7\u00e3o<\/a><\/span>, como, por exemplo, o <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;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Sensoriamento remoto aplica\u00e7\u00f5es<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-5305\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/comportamento-espectral-de-alvos.jpg\" alt=\"o sensoriamento remoto - aplica\u00e7\u00f5es\" width=\"591\" height=\"363\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/comportamento-espectral-de-alvos.jpg 591w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2020\/01\/comportamento-espectral-de-alvos-300x184.jpg 300w\" sizes=\"(max-width: 591px) 100vw, 591px\" \/><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">O sensoriamento remoto \u00e9 muito <strong>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><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">A utiliza\u00e7\u00e3o do mesmo baseia-se no conhecimento do <strong>comportamento espectral dos alvos<\/strong>.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Desta maneira, uma vez que se conhece o comportamento espectral dos diferentes alvos, \u00e9 poss\u00edvel <strong>obter-se dados sem o contato f\u00edsico<\/strong> com os mesmos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Ou seja, um <strong>sensor orbital ou sub-orbital<\/strong> consegue obter dados que ser\u00e3o utilizados em 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;\">Para entendermos melhor as sensoriamento remoto aplica\u00e7\u00f5es, precisamos entender como que os sistemas sensores funcionam.<\/span><\/p>\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;\">Sensoriamento remoto aplica\u00e7\u00f5es &#8211; 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><img decoding=\"async\" class=\"aligncenter size-full wp-image-4707\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/espectro-eletromagn\u00e9tico.jpg\" alt=\"espectro da luz visivel\" width=\"640\" height=\"466\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/espectro-eletromagn\u00e9tico.jpg 640w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2019\/12\/espectro-eletromagn\u00e9tico-300x218.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Como base no conhecimento do espectro eletromagn\u00e9tico e do <strong>comportamento espectral dos alvos<\/strong>, teremos as diferentes 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<strong> cada alvo possui uma assinatura espectral distinta<\/strong>. Uma <strong>esp\u00e9cie de <em><span style=\"text-decoration: underline;\">digital espectral<\/span><\/em><\/strong>, que serve para identificar os diferentes alvos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Desta maneira, ao longo do tempo exaustivos estudos foram realizados atrav\u00e9s da utiliza\u00e7\u00e3o, principalmente de espectrorradi\u00f4metros.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com base nos mesmos, <strong>organizou-se uma complexa biblioteca<\/strong> com assinaturas espectrais dos mais variados tipos de alvos.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por exemplo, <strong>elementos artificiais<\/strong>, como:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Telhados de casas;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Asfalto e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Concreto.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">E tamb\u00e9m a respeito dos diferentes <strong>elementos naturais<\/strong>:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Solo exposto;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Pastagens;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Florestas e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">\u00c1gua.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Muito mais do que isso, <strong>exaustivos estudos foram realizados<\/strong> a respeito do comportamento espectral das diferentes <strong>cultivares agr\u00edcolas<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Desta maneira, os especialistas da \u00e1rea conhecem os comportamento espectrais das mesmas sobre as mais variadas situa\u00e7\u00f5es.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\"><strong>Por exemplo<\/strong>:<\/span><\/p>\n<ul>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Planta sadia;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Planta doente (por exemplo, devido ao ataque de um fungo);<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Estresse h\u00eddrico e;<\/span><\/li>\n<li><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Defici\u00eancia de minerais.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Tamb\u00e9m conseguem p<strong>rever a produtividade com anteced\u00eancia<\/strong> e identificar doen\u00e7as antes que as mesmas sejam vis\u00edveis a olho nu.<\/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;\">Sensoriamento remoto aplica\u00e7\u00f5es &#8211; O uso de drones<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-25711\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone-780x471.png\" alt=\"Sensoriamento remoto aplica\u00e7\u00f5es - O uso de drones\" width=\"780\" height=\"471\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone-780x471.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone-300x181.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone-768x464.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone-1536x928.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/10\/levantamento-planialtimetrico-com-drone.png 1796w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Nos \u00faltimos anos n\u00f3s vimos os <strong>drones invadirem o mercado<\/strong>, o que barateou a utiliza\u00e7\u00e3o de t\u00e9cnicas de sensoriamento remoto.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Com isso, vimos <strong>aumentar drasticamente o n\u00famero de sensoriamento remoto aplica\u00e7\u00f5es<\/strong>. <\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Por exemplo, na <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/agricultura-de-precisao-aplicacoes-e-beneficios\/\" style=\"color: #0000ff;\"><strong>agricultura de precis\u00e3o<\/strong><\/a><\/span> \u00e9 poss\u00edvel fazer-se voos semanais ou no m\u00e1ximo a cada 2 semanas.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Isso possibilita a obten\u00e7\u00e3o de uma s\u00e9rie de dados espectrais da cultura alvo.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Dados estes que possibilitam saber-se o <strong>estado de sanidade da cultura<\/strong> e, como consequ\u00eancia, agir-se o mais r\u00e1pido poss\u00edvel, minimizando-se perdas e aumentando-se a produtividade.<\/span><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Uma outra \u00e1rea que surgiu e se popularizou foi a <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/topografia-com-drones-as-7-etapas\/\">topografia com drones<\/a><\/span>. Isso porque estes aparelhinhos voadores conseguem <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/dados-espaciais-o-que-sao\/\" style=\"color: #0000ff;\">mapear<\/a><\/span> em poucas horas, \u00e1reas que levariam dias para serem mapeadas com a utiliza\u00e7\u00e3o de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/receptores-gnss-7-dicas-para-voce-comprar-o-seu\/\">receptores GNSS<\/a><\/span> ou de <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/estacao-total-topografia-ja-fez-o-curso\/\">esta\u00e7\u00f5es totais<\/a><\/span>.<\/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;\">Sensoriamento remoto aplica\u00e7\u00f5es &#8211; 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=\"resolu\u00e7\u00e3o dos sensores\" 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 <span style=\"color: #0000ff;\"><a href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensores-ativos-e-passivos\/\" style=\"color: #0000ff;\">revisita do sensor<\/a><\/span> 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;\">Sensoriamento remoto &#8211; Mais algumas aplica\u00e7\u00f5es<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-28685\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto-780x472.png\" alt=\"sensoriamento remoto - Mais algumas aplica\u00e7\u00f5es\" width=\"780\" height=\"472\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto-780x472.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto-300x181.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto-768x464.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto-1536x929.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/tipos-de-sensoriamento-remoto.png 1796w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\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 dados obtidos via sensoriamento remoto 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;\"><a href=\"http:\/\/adenilsongiovanini.com.br\/blog\/topografia-cadastral-principais-leis\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #0000ff;\">Topografia<\/span><\/a>;<\/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;\"><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/mapa-uso-e-ocupacao-do-solo\/\">Uso do Solo<\/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 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 <strong>informa\u00e7\u00f5es geradas se tornam uma imagem digital<\/strong>, 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 style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/processamento-digital-de-imagens\/\">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 <strong>imagens brutas dos sensores passam por v\u00e1rias etapas de tratamento<\/strong> 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>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span style=\"font-size: 24px;\"><strong><span style=\"font-family: arial, helvetica, sans-serif; color: #000000;\">Artigos a respeito do tema<\/span><\/strong><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-large wp-image-28699\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo-780x472.png\" alt=\"Sensoriamento remoto pdf - Artigos a respeito do tema\" width=\"780\" height=\"472\" srcset=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo-780x472.png 780w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo-300x181.png 300w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo-768x464.png 768w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo-1536x929.png 1536w, https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/12\/sensoriamento-remoto-resumo.png 1796w\" sizes=\"(max-width: 780px) 100vw, 780px\" \/><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">Lembrando que aqui no blog eu possuo v\u00e1rios artigos a respeito do sensoriamento remoto. Seguem os links de acesso a 4 deles:<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/tipos-de-sensoriamento-remoto\/\">Tipos de Sensoriamento Remoto&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/o-sensoriamento-remoto-conceitos-e-aplicacoes\/\">O Sensoriamento Remoto: Conceitos e Aplica\u00e7\u00f5es&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto-e-geoprocessamento\/\">Sensoriamento Remoto e Geoprocessamento&#8230;<\/a><\/span><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; font-size: 20px; color: #000000;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sensoriamento-remoto-pdf-veja-estes-6\/\">Sensoriamento Remoto pdf: 6 livros que voc\u00ea deveria ler\u2026<\/a><\/span><\/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;\">Conhe\u00e7a os diferentes sat\u00e9lites, suas caracter\u00edsticas e aplica\u00e7\u00f5es<\/span><\/strong><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-26885\" src=\"https:\/\/adenilsongiovanini.com.br\/blog\/wp-content\/uploads\/2021\/11\/Rapideye.jpg\" alt=\"sensoriamento remoto pdf - outros sat\u00e9lites, suas caracter\u00edsticas e aplica\u00e7\u00f5es\" width=\"650\" height=\"485\" 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: 650px) 100vw, 650px\" \/><\/p>\n<p><span style=\"font-size: 20px; font-family: arial, helvetica, sans-serif; color: #000000; line-height: 1.3;\">Tamb\u00e9m possuo artigos a respeito dos diferentes sat\u00e9lites e suas aplica\u00e7\u00f5es. Separei alguns deles para voc\u00ea:<\/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;\">&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/blog\/sentinel-historico-caracteristicas-e-aplicacoes\/\">Sentinel: 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;\">Al\u00e9m disso, possuo v\u00e1rios <strong>cursos e livros pr\u00e1ticos<\/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 <\/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> <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;\">\u00c9 isso por este artigo. 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-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;\">Tamb\u00e9m sou o autor do <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 <\/a><\/span><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/adenilsongiovanini.com.br\/georreferenciamento-de-imoveis-rurais-na-pratica\/\" rel=\"nofollow noreferrer\">Pr\u00e1tica<\/a> <\/span>que \u00e9 o livro mais completo do Brasil sobre o tema. <\/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><center><iframe width=\"99%\" height=\"980\" src=\"https:\/\/drive.google.com\/file\/d\/1HJ8fZz1PvPmftfXHJNFTvIBBzY_FZhPJ\/preview\" data-mce-fragment=\"1\"><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><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><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>Sensoriamento Remoto aplica\u00e7\u00f5es, voc\u00ea acabou de encontrar um artigo definitivo a respeito do tema. Com a leitura do mesmo voc\u00ea aprender\u00e1: O que \u00e9 o sensoriamento remoto; Como que os sistemas sensores funcionam; Quais as aplica\u00e7\u00f5es do sensoriamento remoto; Quais os principais sat\u00e9lites, constela\u00e7\u00f5es e suas aplica\u00e7\u00f5es; E muito mais. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":28710,"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":[56],"tags":[],"class_list":["post-28708","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sensoriamento-remoto"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Sensoriamento Remoto Aplica\u00e7\u00f5es? - Adenilson Giovanini<\/title>\n<meta name=\"description\" content=\"Sensoriamento remoto aplica\u00e7\u00f5es, cohe\u00e7a as diferentes aplica\u00e7\u00f5es, sensores, resolu\u00e7\u00f5es, sat\u00e9lites e constela\u00e7\u00f5es. Guia definitivo. 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