{"id":2468,"date":"2024-12-16T16:16:10","date_gmt":"2024-12-16T15:16:10","guid":{"rendered":"https:\/\/academiespatiale.fr\/?page_id=2468"},"modified":"2026-03-02T10:33:05","modified_gmt":"2026-03-02T09:33:05","slug":"bootcamp-ia-et-observation-satellitaire","status":"publish","type":"page","link":"https:\/\/academiespatiale.fr\/index.php\/formations\/formations-innovantes\/bootcamp-ia-et-observation-satellitaire\/","title":{"rendered":"Bootcamp IA et observation satellitaire"},"content":{"rendered":"\n<div class=\"wp-block-columns alignfull has-text-color has-link-color wp-elements-8422e2a85d9f2e5605b7dd2ae54b3e54 is-layout-flex wp-container-core-columns-is-layout-e94c545b wp-block-columns-is-layout-flex\" style=\"color:#b1b1b1;margin-top:-25px;margin-bottom:20px;padding-top:0;padding-right:0;padding-bottom:0;padding-left:60px;font-size:15px\">\n<div class=\"wp-block-column has-text-color has-link-color wp-elements-32661c60388d2123b0bf1683c717c484 is-layout-flow wp-block-column-is-layout-flow\" style=\"color:#a1a1a1;padding-top:0;padding-bottom:0;font-size:15px;font-style:normal;font-weight:100;flex-basis:100%\"><div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/academiespatiale.fr\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/academiespatiale.fr\/index.php\/formations\/\" title=\"Formations &amp; m\u00e9tiers\">Formations &amp; m\u00e9tiers<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/academiespatiale.fr\/index.php\/formations\/formations-innovantes\/\" title=\"Formations innovantes\">Formations innovantes<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tBootcamp IA et observation satellitaire\n\t\t<\/span><\/div><\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2438\" height=\"302\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB.png\" alt=\"\" class=\"wp-image-6615\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB.png 2438w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB-300x37.png 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB-1024x127.png 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB-768x95.png 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB-1536x190.png 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_banniere-fine-RVB-2048x254.png 2048w\" sizes=\"auto, (max-width: 2438px) 100vw, 2438px\" \/><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-white-color has-text-color has-background has-link-color wp-elements-682c4b191df6837f43fe2e38e34e3124\" style=\"background:linear-gradient(149deg,rgb(0,55,97) 34%,rgb(157,158,224) 100%)\">Bootcamp #2 &#8211; 2026 <strong>\u2192 REGISTRATION CLOSES<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center\"><strong>BOOTCAMP #2<\/strong><br><strong>Artificial intelligence and satellite observations<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>20 &#8211; 23 april 2026<\/strong><br><br>SCAI<br>Sorbonne University<br>4, place Jussieu &#8211; Paris<\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:15px\">Gratuit, sur inscription<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab8db94&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab8db94\" class=\"aligncenter size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1752\" height=\"2481\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos.png\" alt=\"\" class=\"wp-image-6612\" style=\"aspect-ratio:0.7060563158722668\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos.png 1752w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos-212x300.png 212w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos-723x1024.png 723w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos-768x1088.png 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos-1085x1536.png 1085w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-RVB_v01_infos-1446x2048.png 1446w\" sizes=\"auto, (max-width: 1752px) 100vw, 1752px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group has-background-color-background-color has-background\" style=\"padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--50);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--50)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-f611be13 wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading has-text-align-center\">REGISTRATION OPEN<\/h4>\n\n\n\n<p class=\"has-text-align-center\">Complete de form below<br>(Interdisciplinary event for master and PhD students)<\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>>>> Registration closes &lt;&lt;&lt;<br>Bootcamp #2 &#8211; 2026<\/strong><\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-file aligncenter has-background-color-background-color has-background\" style=\"padding-top:var(--wp--preset--spacing--40);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\"><a id=\"wp-block-file--media-3df7d8f1-366a-46f2-9904-67a98432ccf1\" href=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-CMJN_v01_infos.pdf\">Bootcamp2026_affiche-CMJN_v01_infos<\/a><a href=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/12\/Bootcamp2026_affiche-CMJN_v01_infos.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-3df7d8f1-366a-46f2-9904-67a98432ccf1\">download CMYK poster<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p><strong>Le Bootcamp \u00ab&nbsp;Intelligence artificiel et observation satellitaire&nbsp;\u00bb est une \u00e9cole d\u2019\u00e9t\u00e9 organis\u00e9e depuis 2025 au mois d&rsquo;avril. Il s\u2019agit d\u2019une petite semaine intensive d\u00e9di\u00e9e aux m\u00e9thodes d&rsquo;apprentissage automatique (IA) et \u00e0 leurs applications dans le domaine de la t\u00e9l\u00e9d\u00e9tection spatiale. Ce module de formation innovant est destin\u00e9 aux \u00e9tudiantes et \u00e9tudiants de Master et Doctorat. <\/strong><\/p>\n\n\n\n<p>Cet \u00e9v\u00e8nement est organis\u00e9 par l&rsquo;Acad\u00e9mie Spatiale, en collaboration avec le Sorbonne Center for Artificial Intelligence (SCAI) et l&rsquo;IPSL-CGS.<\/p>\n\n\n\n<p style=\"font-size:15px\"><em>The \u00ab\u00a0Artificial Intelligence and Satellite Observation\u00a0\u00bb Bootcamp is a summer school that has been held every April since 2025. It is an intensive one-week program dedicated to machine learning methods (AI) and their applications in the field of space remote sensing. This innovative training module is intended for Master\u2019s and PhD students.<\/em> <\/p>\n\n\n\n<p style=\"font-size:15px\"><em>This event is organized by the Space Academy, in collaboration with the Sorbonne Center for Artificial Intelligence (SCAI) and IPSL-CGS.<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"114\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo-1024x114.png\" alt=\"\" class=\"wp-image-4824\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo-1024x114.png 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo-300x33.png 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo-768x85.png 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo-1536x171.png 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/Bootcamp_logo.png 1692w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Retrospective l&rsquo;\u00e9dition #1<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>L\u2019Acad\u00e9mie Spatiale, en collaboration avec le Sorbonne Center for Artificial Intelligence (SCAI) et l&rsquo;IPSL-CGS, a organis\u00e9 entre le 14 et 18 avril 2025 une semaine intensive de Bootcamp d\u00e9di\u00e9e aux m\u00e9thodes d\u2019apprentissage automatique (IA) et \u00e0 leurs applications dans le domaine de la t\u00e9l\u00e9d\u00e9tection spatiale.<\/strong><\/p>\n\n\n\n<p>L\u2019objectif principal \u00e9tait de permettre aux participants de d\u00e9couvrir, comprendre et exp\u00e9rimenter les techniques d\u2019intelligence artificielle appliqu\u00e9es \u00e0 l\u2019analyse de donn\u00e9es issues de l\u2019observation satellitaire de la Terre.<\/p>\n\n\n\n<p>Une trentaine d\u2019\u00e9tudiantes et \u00e9tudiants en Master 2 et doctorat, issus de divers \u00e9tablissements franciliens et d\u2019autres r\u00e9gions, ont particip\u00e9 \u00e0 ce programme m\u00ealant conf\u00e9rences, ateliers pratiques et projets encadr\u00e9s. <\/p>\n\n\n\n<p style=\"font-size:16px\"><em>Encadrement par Guillaume Gastineau (LOCEAN), Selviga Sinnathamby (LATMOS), Baptiste Gregorutti (SCAI) et Georges Baaklini (Acad\u00e9mie Spatiale IDF).<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab8e880&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab8e880\" class=\"aligncenter size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1754\" height=\"2480\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05.png\" alt=\"\" class=\"wp-image-4045\" style=\"width:474px;height:auto\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05.png 1754w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05-212x300.png 212w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05-724x1024.png 724w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05-768x1086.png 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05-1086x1536.png 1086w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/04\/Bootcamp_Ac.Spatiale_SorbonneU_affiche_v05-1448x2048.png 1448w\" sizes=\"auto, (max-width: 1754px) 100vw, 1754px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">Lundi 14 avril &#8211; Introduction et lancement des projets<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab8f734&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab8f734\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-1024x768.jpg\" alt=\"\" class=\"wp-image-4833\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-1024x768.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-300x225.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-768x576.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-1536x1152.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250414_112453-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00a9 Selviga Sinnathamby<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li>Introduction au machine learning par Erwan Scornet (LPSM, SCAI \u2013 Sorbonne Universit\u00e9)<\/li>\n\n\n\n<li>Lancement des travaux pratiques : les \u00e9tudiants ont \u00e9t\u00e9 r\u00e9partis en groupes travaillant sur des probl\u00e9matiques environnementales sp\u00e9cifiques telles que la d\u00e9tection de tourbillons, l\u2019identification de nuages, et les interactions entre eaux c\u00f4ti\u00e8res et eaux du large.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Mardi 15 avril \u2013 Applications \u00e0 l\u2019atmosph\u00e8re<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab8fd83&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab8fd83\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"578\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-1024x578.jpg\" alt=\"\" class=\"wp-image-4835\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-1024x578.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-300x169.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-768x433.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-1536x866.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250415_105415-2048x1155.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00a9 Selviga Sinnathamby<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li>Estimation et \u00e9tude des pr\u00e9cipitations par machine learning \u2013 Nicolas Viltard (LATMOS)<\/li>\n\n\n\n<li>Estimation des temp\u00e9ratures de surface et du thermom\u00e8tre mouill\u00e9 \u2013 Sarah Safieddine (LATMOS)<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Mercredi 16 avril \u2013 Applications \u00e0 l\u2019oc\u00e9an<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u00e9l\u00e9d\u00e9tection du phytoplancton \u2013 Roy Elhouary (LOG)<\/li>\n\n\n\n<li>Assimilation de donn\u00e9es neuronales pour la quantification des incertitudes oc\u00e9aniques \u2013 Ronan Fablet (IMT Atlantique)<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab9045f&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab9045f\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-1024x576.jpg\" alt=\"\" class=\"wp-image-4837\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-1024x576.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-300x169.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-768x432.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-1536x864.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_093338-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00a9 Selviga Sinnathamby<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab9089d&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab9089d\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-1024x768.jpg\" alt=\"\" class=\"wp-image-4836\" style=\"aspect-ratio:4\/3;object-fit:cover\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-1024x768.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-300x225.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-768x576.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-1536x1152.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250416_115337-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00a9 Selviga Sinnathamby<\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Jeudi 17 avril \u2013 Hydrologie &amp; t\u00e9l\u00e9d\u00e9tection avanc\u00e9e<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Surveillance du cycle de l\u2019eau par observations satellitaires \u2013 Victor Pellet (LMD)<\/li>\n\n\n\n<li>Mod\u00e8les fondamentaux pour l\u2019exploitation des donn\u00e9es en t\u00e9l\u00e9d\u00e9tection \u2013 Jocelyn Chanussot (INRIA)<\/li>\n<\/ul>\n\n\n\n<p>Chaque apr\u00e8s-midi, les \u00e9tudiants ont appliqu\u00e9 ces enseignements \u00e0 leurs projets pratiques, en collectant, nettoyant, traitant et analysant des donn\u00e9es satellitaires avec des techniques d\u2019IA. En fin de journ\u00e9e jeudi, chaque groupe a pr\u00e9sent\u00e9 ses r\u00e9sultats et solutions pour relever leurs d\u00e9fis environnementaux.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab90ea1&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab90ea1\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"769\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" 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fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab912c7&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab912c7\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" 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https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_163150-1536x1153.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_163150.jpg 1651w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" 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srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_164014-1024x768.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_164014-300x225.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_164014-768x576.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_164014-1536x1153.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250417_164014.jpg 1651w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>\u00a9 Selviga Sinnathamby<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">Vendredi 18 avril \u2013 IA pour tous &amp; perspectives de carri\u00e8re<\/h4>\n\n\n\n<p>Une journ\u00e9e d\u00e9di\u00e9e aux \u00e9tudiants de Licence 1 et Master 1, avec pr\u00e8s une trentaine de participants, pour d\u00e9couvrir les opportunit\u00e9s offertes par l\u2019intelligence artificielle dans le spatial :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Perspectives de l\u2019IA : formations et march\u00e9 de l\u2019emploi \u2013 Caroline Chopinaud (Hub France IA)<\/li>\n\n\n\n<li>Panorama du secteur spatial \u2013 H\u00e9l\u00e8ne Chepfer (LMD)<\/li>\n\n\n\n<li>Pr\u00e9vision de l\u2019\u00e9volution de la banquise arctique par IA \u2013 Julien Brajard (NERSC, visioconf\u00e9rence)<\/li>\n\n\n\n<li>Atelier de pr\u00e9paration et table ronde finale avec des experts IA &amp; spatial : Caroline Chopinaud, Sarah Safieddine et Erwan Scornet.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a0e3eab92e02&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab92e02\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" 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data-wp-interactive=\"core\/image\" data-wp-key=\"6a0e3eab936fd\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722-1024x768.jpg\" alt=\"\" class=\"wp-image-4848\" srcset=\"https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722-1024x768.jpg 1024w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722-300x225.jpg 300w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722-768x576.jpg 768w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722-1536x1152.jpg 1536w, https:\/\/academiespatiale.fr\/wp-content\/uploads\/2025\/05\/20250418_120722.jpg 1759w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Agrandir\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">\u00a9 Selviga Sinnathamby<\/figcaption><\/figure>\n\n\n\n<p>Cet \u00e9v\u00e9nement a offert aux \u00e9tudiant\u00b7es un cadre privil\u00e9gi\u00e9 d\u2019\u00e9changes directs avec des sp\u00e9cialistes, renfor\u00e7ant leur compr\u00e9hension des enjeux actuels et futurs de l\u2019intelligence artificielle appliqu\u00e9e \u00e0 l\u2019observation spatiale.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><em>Ce travail est port\u00e9 par la \u00ab Climate Graduate School \u00bb de l&rsquo;Institut Pierre-Simon Laplace (IPSL-CGS), soutenue par l\u2019Agence Nationale de la Recherche (ANR) dans le cadre du programme Investissements d&rsquo;Avenir \u00ab\u00a0Ecoles Universitaires de Recherche\u00a0\u00bb sous la r\u00e9f\u00e9rence n\u00b0 ANR-11-IDEX-0004 &#8211; 17-EURE-0006<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image alignwide 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