{"id":8554,"date":"2023-11-15T11:10:49","date_gmt":"2023-11-15T10:10:49","guid":{"rendered":"https:\/\/blog2.botnation.ai\/?p=8554"},"modified":"2023-11-15T11:10:51","modified_gmt":"2023-11-15T10:10:51","slug":"intelligence-artificielle-previsions-meteorologiques","status":"publish","type":"post","link":"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/","title":{"rendered":"L&rsquo;intelligence artificielle r\u00e9volutionne les pr\u00e9visions m\u00e9t\u00e9orologiques"},"content":{"rendered":"\n<p>Les avanc\u00e9es dans le domaine de l&rsquo;intelligence artificielle (IA) ne cessent d&rsquo;impressionner, et la m\u00e9t\u00e9o n&rsquo;est pas en reste. R\u00e9cemment, DeepMind, filiale sp\u00e9cialis\u00e9e dans l&rsquo;IA de Google, a d\u00e9montr\u00e9 que son syst\u00e8me de pr\u00e9vision m\u00e9t\u00e9o est plus pr\u00e9cis que tous les autres existants \u00e0 ce jour.<\/p>\n\n\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Sommaire<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/#DeepMind_une_IA_pour_ameliorer_la_fiabilite_des_predictions_meteorologiques\" >DeepMind : une IA pour am\u00e9liorer la fiabilit\u00e9 des pr\u00e9dictions m\u00e9t\u00e9orologiques<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/#Des_previsions_plus_fiables_grace_a_lapprentissage_profond\" >Des pr\u00e9visions plus fiables gr\u00e2ce \u00e0 l&rsquo;apprentissage profond<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/#Le_recours_aux_reseaux_neuronaux_convolutifs\" >Le recours aux r\u00e9seaux neuronaux convolutifs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/#Lapprentissage_automatique_pour_contrer_les_erreurs_humaines\" >L&rsquo;apprentissage automatique pour contrer les erreurs humaines<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/#Les_benefices_dune_meilleure_prevision_meteo\" >Les b\u00e9n\u00e9fices d&rsquo;une meilleure pr\u00e9vision m\u00e9t\u00e9o<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"DeepMind_une_IA_pour_ameliorer_la_fiabilite_des_predictions_meteorologiques\"><\/span>DeepMind : une IA pour am\u00e9liorer la fiabilit\u00e9 des pr\u00e9dictions m\u00e9t\u00e9orologiques<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Depuis quelques ann\u00e9es, DeepMind s&rsquo;attache \u00e0 d\u00e9velopper un outil dop\u00e9 \u00e0 l&rsquo;IA et capable de surpasser les mod\u00e8les traditionnels de pr\u00e9visions m\u00e9t\u00e9orologiques. Baptis\u00e9 GraphCast, cet outil a prouv\u00e9 sa capacit\u00e9 \u00e0 anticiper avec une <strong>pr\u00e9cision sans pr\u00e9c\u00e9dent<\/strong> l&rsquo;ampleur des temp\u00eates et ouragans qui ont frapp\u00e9 les c\u00f4tes de l&rsquo;Atlantique ces derni\u00e8res semaines.<\/p>\n\n\n\n<p>Toutefois, DeepMind ne cherche pas \u00e0 remplacer compl\u00e8tement les m\u00e9thodes traditionnelles. L&rsquo;objectif est plut\u00f4t de fournir <strong>un outil suppl\u00e9mentaire aux experts pour affiner leurs pr\u00e9dictions<\/strong> et ainsi \u00e9viter au maximum les cons\u00e9quences dramatiques qu&rsquo;une m\u00e9t\u00e9o impr\u00e9vue peut engendrer.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Des_previsions_plus_fiables_grace_a_lapprentissage_profond\"><\/span>Des pr\u00e9visions plus fiables gr\u00e2ce \u00e0 l&rsquo;apprentissage profond<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Le_recours_aux_reseaux_neuronaux_convolutifs\"><\/span>Le recours aux r\u00e9seaux neuronaux convolutifs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Cet outil repose sur des algorithmes d&rsquo;apprentissage profond, et plus pr\u00e9cis\u00e9ment sur les r\u00e9seaux neuronaux convolutifs (CNN). Ces r\u00e9seaux permettent \u00e0 l&rsquo;IA de traiter d&rsquo;<strong>\u00e9normes volumes de donn\u00e9es<\/strong>, ce qui la rend particuli\u00e8rement adapt\u00e9e pour am\u00e9liorer la qualit\u00e9 des pr\u00e9visions m\u00e9t\u00e9orologiques. Plus pr\u00e9cis\u00e9ment, cette IA est capable de prendre en compte notamment les donn\u00e9es \u00e9mises par :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Les satellites m\u00e9t\u00e9orologiques;<\/li>\n\n\n\n<li>Les radars;<\/li>\n\n\n\n<li>Les stations au sol;<\/li>\n\n\n\n<li>Les bou\u00e9es marines.<\/li>\n<\/ul>\n\n\n\n<p>En exploitant ces multiples sources, l&rsquo;intelligence artificielle peut identifier des tendances et des mod\u00e8les encore invisibles \u00e0 l&rsquo;\u0153il humain, ce qui lui permet <strong>d&rsquo;affiner consid\u00e9rablement<\/strong> la fiabilit\u00e9 des pr\u00e9dictions m\u00e9t\u00e9o.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Lapprentissage_automatique_pour_contrer_les_erreurs_humaines\"><\/span>L&rsquo;apprentissage automatique pour contrer les erreurs humaines<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Le recours \u00e0 <a href=\"https:\/\/blog2.botnation.ai\/fr\/revolution-generation-photo-ia\/\">l&rsquo;apprentissage automatique<\/a> permet \u00e9galement de corriger d&rsquo;\u00e9ventuelles erreurs humaines dans les pr\u00e9visions. En effet, m\u00eame s&rsquo;ils ont acc\u00e8s aux m\u00eames donn\u00e9es que l&rsquo;IA, les m\u00e9t\u00e9orologues sont confront\u00e9s \u00e0 une t\u00e2che complexe qui n\u00e9cessite de prendre en compte un grand nombre de variables. L&rsquo;erreur est ainsi toujours possible. L&rsquo;IA, gr\u00e2ce \u00e0 son apprentissage permanent, permet donc de d\u00e9tecter rapidement ces erreurs et <strong>d&rsquo;ajuster en temps r\u00e9el<\/strong> les pr\u00e9visions pour les rendre plus fiables.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Les_benefices_dune_meilleure_prevision_meteo\"><\/span>Les b\u00e9n\u00e9fices d&rsquo;une meilleure pr\u00e9vision m\u00e9t\u00e9o<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Une IA capable de repousser les limites des pr\u00e9visions m\u00e9t\u00e9orologiques aurait de nombreux avantages, notamment en termes :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D&rsquo;\u00e9conomie<\/strong> : \u00e9viter au maximum les impacts n\u00e9gatifs d&rsquo;une m\u00e9t\u00e9o impr\u00e9vue sur l&rsquo;agriculture, le tourisme ou encore les transports;<\/li>\n\n\n\n<li><strong>De s\u00e9curit\u00e9<\/strong> : anticiper les ph\u00e9nom\u00e8nes climatiques dangereux pour la population et mettre en place des dispositifs de protection ad\u00e9quats;<\/li>\n\n\n\n<li><strong>D&rsquo;environnement<\/strong> : suivre l&rsquo;\u00e9volution du climat \u00e0 long terme et adapter les politiques environnementales en cons\u00e9quence.<\/li>\n<\/ul>\n\n\n\n<p>Avec des outils tels que GraphCast, nous sommes donc en passe de d\u00e9tenir une meilleure compr\u00e9hension de notre environnement et <strong>d&rsquo;am\u00e9liorer consid\u00e9rablement notre capacit\u00e9 \u00e0 anticiper les fluctuations m\u00e9t\u00e9orologiques<\/strong>.<\/p>\n\n\n\n<p>L&rsquo;intelligence artificielle d\u00e9velopp\u00e9e par DeepMind repr\u00e9sente un v\u00e9ritable bond en avant dans le domaine des pr\u00e9visions m\u00e9t\u00e9o. En exploitant l&rsquo;apprentissage profond et les r\u00e9seaux neuronaux convolutifs, elle permet d&rsquo;accro\u00eetre consid\u00e9rablement la fiabilit\u00e9 de nos pr\u00e9dictions. Que ce soit pour favoriser la prise de d\u00e9cision \u00e9conomique, prot\u00e9ger les populations face aux al\u00e9as climatiques ou surveiller l&rsquo;\u00e9volution du climat, <strong>cette IA ouvre ainsi la voie \u00e0 un avenir plus s\u00fbr et mieux ma\u00eetris\u00e9<\/strong> en mati\u00e8re de m\u00e9t\u00e9orologie.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Les avanc\u00e9es dans le domaine de l&rsquo;intelligence artificielle (IA) ne cessent d&rsquo;impressionner, et la m\u00e9t\u00e9o n&rsquo;est pas en reste. R\u00e9cemment, DeepMind, filiale sp\u00e9cialis\u00e9e dans l&rsquo;IA de Google, a d\u00e9montr\u00e9 que &hellip; <\/p>\n","protected":false},"author":1,"featured_media":8552,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,41,2],"tags":[],"class_list":["post-8554","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actu","category-home_actu_fr","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L&#039;intelligence artificielle r\u00e9volutionne les pr\u00e9visions m\u00e9t\u00e9orologiques - Actualit\u00e9 Chatbot, IA Conversationnelle &amp; G\u00e9n\u00e9ration d&#039;Images IA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;intelligence artificielle r\u00e9volutionne les pr\u00e9visions m\u00e9t\u00e9orologiques - Actualit\u00e9 Chatbot, IA Conversationnelle &amp; G\u00e9n\u00e9ration d&#039;Images IA\" \/>\n<meta property=\"og:description\" content=\"Les avanc\u00e9es dans le domaine de l&rsquo;intelligence artificielle (IA) ne cessent d&rsquo;impressionner, et la m\u00e9t\u00e9o n&rsquo;est pas en reste. R\u00e9cemment, DeepMind, filiale sp\u00e9cialis\u00e9e dans l&rsquo;IA de Google, a d\u00e9montr\u00e9 que &hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog2.botnation.ai\/fr\/intelligence-artificielle-previsions-meteorologiques\/\" \/>\n<meta property=\"og:site_name\" content=\"Actualit\u00e9 Chatbot, IA Conversationnelle &amp; G\u00e9n\u00e9ration d&#039;Images IA\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/botnationAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-15T10:10:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-15T10:10:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blog2.botnation.ai\/wp-content\/uploads\/2023\/11\/IA-Meteo.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"857\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Amandine Carpentier\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@l_love_y0u\" \/>\n<meta name=\"twitter:site\" content=\"@botnationai\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Amandine Carpentier\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/\"},\"author\":{\"name\":\"Amandine Carpentier\",\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/#\\\/schema\\\/person\\\/2d617349293f41f91c76f9f8b01915da\"},\"headline\":\"L&rsquo;intelligence artificielle r\u00e9volutionne les pr\u00e9visions m\u00e9t\u00e9orologiques\",\"datePublished\":\"2023-11-15T10:10:49+00:00\",\"dateModified\":\"2023-11-15T10:10:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/\"},\"wordCount\":670,\"publisher\":{\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/blog2.botnation.ai\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/IA-Meteo.jpg\",\"articleSection\":[\"Actu\",\"home_actu_fr\",\"IA\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/\",\"url\":\"https:\\\/\\\/blog2.botnation.ai\\\/fr\\\/intelligence-artificielle-previsions-meteorologiques\\\/\",\"name\":\"L'intelligence artificielle r\u00e9volutionne les pr\u00e9visions m\u00e9t\u00e9orologiques - Actualit\u00e9 Chatbot, IA Conversationnelle &amp; 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