{"id":4185,"date":"2022-02-01T22:05:26","date_gmt":"2022-02-01T21:05:26","guid":{"rendered":"https:\/\/lyon-geologie.univ-lyon1.fr\/?page_id=4185"},"modified":"2025-04-11T16:56:10","modified_gmt":"2025-04-11T14:56:10","slug":"l3m-sig","status":"publish","type":"page","link":"https:\/\/lyongeologie.fr\/en\/l3-mag\/l3m-sig\/","title":{"rendered":"L3 GEONAT T\u00e9l\u00e9d\u00e9tection et SIG"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"4185\" class=\"elementor elementor-4185\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-68aa0930 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68aa0930\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-48875622\" data-id=\"48875622\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-528651a8 elementor-widget elementor-widget-text-editor\" data-id=\"528651a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Remote sensing and GIS<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-72b4cbee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72b4cbee\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-8d325da\" data-id=\"8d325da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14cdea35 elementor-widget elementor-widget-text-editor\" data-id=\"14cdea35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Credits: <\/em>6 ECTS<\/p><p><em>Contact: <a href=\"mailto:cathy.quantin-nataf@univ-lyon1.fr\">Cathy QUANTIN-NATAF<\/a><\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f712cfc elementor-widget elementor-widget-image\" data-id=\"f712cfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/Cathy_Quantin.png\" class=\"attachment-large size-large wp-image-9115\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ebeb19d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7ebeb19d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/lyon-geologie.univ-lyon1.fr\/l3-mag\/#l2mag_tc\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to the previous page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-af8d436\" data-id=\"af8d436\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-12206cb4 elementor-widget elementor-widget-text-editor\" data-id=\"12206cb4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Le g\u00e9o-expert du 21i\u00e8me si\u00e8cle se doit de ma\u00eetriser les outils num\u00e9riques notamment ceux de la gestion des donn\u00e9es spatiales. Cette UE comprend des cours sur la t\u00e9l\u00e9d\u00e9tection (rayonnement \u00e9lectromagn\u00e9tique, transfert radiatif, orbite des satellites, imagerie multi- et hyper-spectrale, traitement d\u2019image et application), introduction aux Syst\u00e8mes d\u2019Informations G\u00e9ographiques (SIG), formes de la Terre et projections cartographiques. Les travaux pratiques se concentrent sur la prise en main des SIGs (Pays du monde, s\u00e9ismes, choix d\u2019un site de forage\u2026), sur l\u2019analyse de donn\u00e9es sous S.I.G. (4h corr\u00e9lation entre raster, spatial analyst\u2026), sur l\u2019analyse de donn\u00e9es de t\u00e9l\u00e9d\u00e9tection (application aux capteurs de la suite Sentinel) et \u00e0 un expos\u00e9 en groupe sur un satellite ou une mission spatiale<br \/>La seconde partie de l\u2019UE est d\u00e9di\u00e9e \u00e0 des projets SIG tutor\u00e9s (sujet au choix : r\u00e9colte des donn\u00e9es, exploitation, pr\u00e9diction). <br \/>Exemple de sujet : risques sismiques, volcaniques, inondations, glissements de terrain, avalanches, feu de for\u00eat, pollution des sols, submersion littorale\u2026)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75e33872 elementor-widget elementor-widget-image\" data-id=\"75e33872\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"828\" height=\"779\" src=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_sig.jpg\" class=\"attachment-large size-large wp-image-4195\" alt=\"\" srcset=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_sig.jpg 828w, https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_sig-300x282.jpg 300w, https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_sig-768x723.jpg 768w\" sizes=\"(max-width: 828px) 100vw, 828px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23f58080 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23f58080\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2b35f214\" data-id=\"2b35f214\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>T\u00e9l\u00e9d\u00e9tection et SIG Cr\u00e9dits : 6 ECTS Responsable : Cathy QUANTIN-NATAF Retour \u00e0 la liste des UEs Le g\u00e9o-expert du 21i\u00e8me si\u00e8cle se doit de ma\u00eetriser les outils num\u00e9riques notamment ceux de la gestion des donn\u00e9es spatiales. Cette UE comprend des cours sur la t\u00e9l\u00e9d\u00e9tection (rayonnement \u00e9lectromagn\u00e9tique, transfert radiatif, orbite des satellites, imagerie multi- et [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":501,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-4185","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4185","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/comments?post=4185"}],"version-history":[{"count":16,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4185\/revisions"}],"predecessor-version":[{"id":18583,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4185\/revisions\/18583"}],"up":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/501"}],"wp:attachment":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/media?parent=4185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}