{"id":31488,"date":"2025-03-26T09:50:54","date_gmt":"2025-03-26T09:50:54","guid":{"rendered":"https:\/\/www.siradel.com\/?page_id=31488"},"modified":"2025-09-02T08:48:29","modified_gmt":"2025-09-02T08:48:29","slug":"donnees-geographiques","status":"publish","type":"page","link":"https:\/\/www.siradel.com\/fr\/services-geonumeriques\/donnees-geographiques\/","title":{"rendered":"Les donn\u00e9es g\u00e9ographiques au service de vos d\u00e9cisions"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752658952490{margin-top: 0px !important;margin-bottom: 0px !important;background-image: url(https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/Vue-aerienne-ville-1.webp?id=33148) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}\u00a0\u00bb][vc_row pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pt\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a010px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a010px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752659041059{padding-top: 80px !important;padding-bottom: 80px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb2\/3&Prime; responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a027.5px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a027.5px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752581654201{margin-left: 0px !important;padding-top: 64px !important;padding-right: 80px !important;padding-bottom: 64px !important;padding-left: 80px !important;background-color: #ffffff !important;border-radius: 15px !important;}\u00a0\u00bb]<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container2\"><h1 class=\"text-body-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Des donn\u00e9es g\u00e9ographiques fiables pour guider vos projets<\/h1><\/div><\/div><\/div><div id=\"el1742823428581-38d965f9-1172\" class=\"pix-el-text   w-100   vc_custom_1752581711901\" ><p class=\"\"><p>Chez Siradel, nous transformons les donn\u00e9es g\u00e9ospatiales en r\u00e9f\u00e9rentiels num\u00e9riques pr\u00e9cis, coh\u00e9rents et imm\u00e9diatement exploitables.\u2028En combinant traitement g\u00e9ographique, mod\u00e9lisation 3D et intelligence artificielle, nous structurons des bases robustes, pr\u00eates \u00e0 int\u00e9grer vos syst\u00e8mes d\u2019information, outils de simulation ou solutions d\u2019aide \u00e0 la d\u00e9cision.<br \/>\nNous aidons les collectivit\u00e9s, entreprises et acteurs du num\u00e9rique \u00e0 fiabiliser leurs analyses spatiales et piloter efficacement leurs projets territoriaux.<\/p>\n<\/p><\/div><div class=\"d-block w-100 text-left\"><span  class=\"btn mb-2    vc_custom_1752581754565  text-body-default btn-white d-inline-block pix-hover-item       pix-popup-link pix-btn-div btn-md\"     data-popup-link=\"https:\/\/www.siradel.com\/wp-admin\/admin-ajax.php?action=pix_popup_content&id=22681&nonce=a6138d9f83\" data-popup-id=\"22681\"><span class=\" \" >Parlez-nous de votre projet<\/span> <i class=\" pixicon-arrow-right2  pix-hover-right  ml-1\"><\/i><\/span><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/3&Prime; offset=\u00a0\u00bbvc_hidden-xs\u00a0\u00bb][\/vc_column][\/vc_row][\/vc_section][vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a016px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a016px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752655958740{margin-top: 48px !important;margin-bottom: 80px !important;}\u00a0\u00bb][vc_row gap=\u00a0\u00bb25&Prime; equal_height=\u00a0\u00bbyes\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752586351219{margin-bottom: 48px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/3&Prime; responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pb\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752655892622{border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 1px !important;border-left-width: 1px !important;padding-top: 60px !important;padding-right: 60px !important;padding-bottom: 60px !important;padding-left: 60px !important;background-color: #f8fafc !important;border-left-color: #e2e8f0 !important;border-left-style: solid !important;border-right-color: #e2e8f0 !important;border-right-style: solid !important;border-top-color: #e2e8f0 !important;border-top-style: solid !important;border-bottom-color: #e2e8f0 !important;border-bottom-style: solid !important;border-radius: 15px !important;}\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el  vc_custom_1742982990500   text-left d-inline-block  w-100 rounded-0\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-0  h-1002\" style=\"height:auto;\" width=\"60\" height=\"61\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/03\/donnees_geo_ready-1.webp\" alt=\"Image link\" \/><\/div><\/div><div id=\"el1742824173117-3e00a000-d5fb\" class=\"pix-el-text   w-100  \" ><p class=\"\"><h4>Un socle g\u00e9ospatial solide<\/h4>\n<\/p><\/div><div id=\"el1742824196492-c928a31e-67e1\" class=\"pix-el-text   w-100  \" ><p class=\"\"><ul>\n<li>Socle 2D ou 3D selon vos usages<\/li>\n<li>Int\u00e9gration de donn\u00e9es h\u00e9t\u00e9rog\u00e8nes : LiDAR, fonds de carte (th\u00e9matiques), relev\u00e9s terrain, open data, IoT&#8230;<\/li>\n<li>Structuration selon les normes g\u00e9ospatiales (OGC, INSPIRE)<\/li>\n<li>Engagement de pr\u00e9cision et de coh\u00e9rence spatiale<\/li>\n<\/ul>\n<\/p><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/3&Prime; responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a024\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pb\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752655798855{border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 1px !important;border-left-width: 1px !important;padding-top: 60px !important;padding-right: 60px !important;padding-bottom: 60px !important;padding-left: 60px !important;background-color: #f8fafc !important;border-left-color: #e2e8f0 !important;border-left-style: solid !important;border-right-color: #e2e8f0 !important;border-right-style: solid !important;border-top-color: #e2e8f0 !important;border-top-style: solid !important;border-bottom-color: #e2e8f0 !important;border-bottom-style: solid !important;border-radius: 15px !important;}\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el  vc_custom_1742983007079   text-left d-inline-block  w-100 rounded-0\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-0  h-1002\" style=\"height:auto;\" width=\"60\" height=\"61\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/03\/database-settings-1.webp\" alt=\"Image link\" \/><\/div><\/div><div id=\"el1742824251783-ca92fd1a-6ed4\" class=\"pix-el-text   w-100  \" ><p class=\"\"><h4>Des donn\u00e9es trait\u00e9es et valoris\u00e9es<\/h4>\n<\/p><\/div><div id=\"el1742824251790-91174546-b77d\" class=\"pix-el-text   w-100  \" ><p class=\"\"><ul>\n<li>Fusion multi-sources pour enrichir vos analyses<\/li>\n<li>Enrichissement par attributs m\u00e9tiers<\/li>\n<li>Donn\u00e9es fiables et pr\u00eates \u00e0 l\u2019usage<\/li>\n<li>Compatibilit\u00e9 SIG et outils d\u00e9cisionnels<\/li>\n<\/ul>\n<\/p><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/3&Prime; responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pb\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752655818702{border-top-width: 1px !important;border-right-width: 1px !important;border-bottom-width: 1px !important;border-left-width: 1px !important;padding-top: 60px !important;padding-right: 60px !important;padding-bottom: 60px !important;padding-left: 60px !important;background-color: #f8fafc !important;border-left-color: #e2e8f0 !important;border-left-style: solid !important;border-right-color: #e2e8f0 !important;border-right-style: solid !important;border-top-color: #e2e8f0 !important;border-top-style: solid !important;border-bottom-color: #e2e8f0 !important;border-bottom-style: solid !important;border-radius: 15px !important;}\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el  vc_custom_1742982998347   text-left d-inline-block  w-100 rounded-0\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-0  h-1002\" style=\"height:auto;\" width=\"60\" height=\"61\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/03\/computer-chip-1-1.webp\" alt=\"Image link\" \/><\/div><\/div><div id=\"el1742824216036-ef83e923-057b\" class=\"pix-el-text   w-100  \" ><p class=\"\"><h4>Une production boost\u00e9e par l\u2019IA<\/h4>\n<\/p><\/div><div id=\"el1742824218959-c58bf949-c24d\" class=\"pix-el-text   w-100  \" ><p class=\"\"><ul>\n<li>Classification automatique et extraction d\u2019objets<\/li>\n<li>Reconnaissance d\u2019objets par IA (deep learning)<\/li>\n<li>R\u00e9duction des temps de production<\/li>\n<li>Nombreuses bases de donn\u00e9es d\u2019apprentissage<\/li>\n<\/ul>\n<\/p><\/div>[\/vc_column][\/vc_row][\/vc_section][vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656374045{margin-top: 36px !important;padding-top: 56px !important;padding-bottom: 56px !important;background-color: #f8fafc !important;}\u00a0\u00bb][vc_row pix_particles_check=\u00a0\u00bb\u00a0\u00bb][vc_column content_align=\u00a0\u00bbtext-center\u00a0\u00bb]<div  class=\"pix-heading-el text-center  vc_custom_1752584487633\"><div class=\"d-inline-block\" style=\"max-width:850px;\"><div><div class=\"slide-in-container2\"><h2 class=\"text-body-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">D\u00e9couvrez comment notre expertise g\u00e9odata transforme vos projets<\/h2><\/div><\/div><\/div><\/div><div class=\"d-block w-100 text-center\"><span  class=\"btn mb-2    vc_custom_1752587731872  text-body-default btn-white d-inline-block pix-hover-item       pix-popup-link pix-btn-div btn-md\"     data-popup-link=\"https:\/\/www.siradel.com\/wp-admin\/admin-ajax.php?action=pix_popup_content&id=22681&nonce=a6138d9f83\" data-popup-id=\"22681\"><span class=\" \" >D\u00e9marrez votre projet<\/span> <i class=\" pixicon-arrow-right2  pix-hover-right  ml-1\"><\/i><\/span><\/div>[\/vc_column][\/vc_row][\/vc_section][vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656071975{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb gap=\u00a0\u00bb35&Prime; content_placement=\u00a0\u00bbmiddle\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656184864{margin-top: 24px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;]<div id=\"el1742828435168-3b0398ea-2f0f\" class=\"pix-el-text   w-100   vc_custom_1752584683085\" ><p class=\"\"><h3><span style=\"color: #000080;\"><strong><span style=\"color: #000000;\">Socle g\u00e9ospatial fiable : la fondation de vos projets<\/span><br \/>\n<\/strong><\/span><\/h3>\n<\/p><\/div><div id=\"el1742825695617-5675525a-1bbf\" class=\"pix-el-text   w-100  \" ><p class=\"\"><p>Tout projet territorial solide repose sur des donn\u00e9es g\u00e9ographiques de qualit\u00e9.<br \/>\nSiradel construit des <strong>socles g\u00e9ospatiaux robustes<\/strong>, interop\u00e9rables et directement exploitables, adapt\u00e9s \u00e0 vos cas d\u2019usage : <strong>mod\u00e9lisation urbaine, simulations, gestion d\u2019infrastructures, planification territoriale<\/strong>&#8230;<\/p>\n<p>Nos experts s\u00e9lectionnent et agr\u00e9gent des donn\u00e9es multi-sources (3D, LiDAR, open data, IoT&#8230;) et interop\u00e9rables. Ce socle devient une brique essentielle pour exploiter vos donn\u00e9es de mani\u00e8re pr\u00e9cise, r\u00e9aliste et exploitable \u00e0 long terme.<\/p>\n<\/p><\/div><div id=\"el1752586647817-55187677-8391\" class=\"pix-el-text   w-100   vc_custom_1752586741355\" ><p class=\"\"><p>Socle g\u00e9ospatial | Cartographie haute pr\u00e9cision | Mod\u00e8le urbain 3D<\/p>\n<\/p><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime; content_align=\u00a0\u00bbtext-center\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el    text-left d-inline-block  w-100 rounded-10\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-10  h-1002\" style=\"height:auto;\" width=\"580\" height=\"322\" srcset=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/modele-urbain-3D-1.webp 580w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/modele-urbain-3D-1-300x167.webp 300w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/modele-urbain-3D-1.webp\" alt=\"Image link\" \/><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb gap=\u00a0\u00bb35&Prime; content_placement=\u00a0\u00bbmiddle\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656191217{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime; content_align=\u00a0\u00bbtext-center\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el    text-left d-inline-block  w-100 rounded-10\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-10  h-1002\" style=\"height:auto;\" width=\"580\" height=\"322\" srcset=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/enrichissement-donnee.webp 580w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/enrichissement-donnee-300x167.webp 300w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/enrichissement-donnee.webp\" alt=\"Image link\" \/><\/div><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;]<div id=\"el1742826021362-c669e392-4a8a\" class=\"pix-el-text   w-100   vc_custom_1752586616040\" ><p class=\"\"><h3><strong>Donn\u00e9e enrichie : un traitement expert pour une donn\u00e9e exploitable<\/strong><\/h3>\n<\/p><\/div><div id=\"el1742826021375-e455b903-243d\" class=\"pix-el-text   w-100  \" ><p class=\"\"><p>Une <strong>donn\u00e9e g\u00e9ographique fiable<\/strong> est une donn\u00e9e trait\u00e9e avec soin.<\/p>\n<p>Nos \u00e9quipes appliquent des processus avanc\u00e9s de <strong>nettoyage, harmonisation, fusion et enrichissement<\/strong>, pour livrer des jeux de donn\u00e9es coh\u00e9rents et adapt\u00e9s \u00e0 tous vos usages : <strong>analyse spatiale, visualisation 3D, SIG ou prise de d\u00e9cision strat\u00e9gique.<\/strong><\/p>\n<\/p><\/div><div id=\"el1752586558408-d08ed779-e96e\" class=\"pix-el-text   w-100   vc_custom_1752586748649\" ><p class=\"\"><p>Qualit\u00e9 des donn\u00e9es | Fusion data g\u00e9ographique | Traitement des geodonn\u00e9es<\/p>\n<\/p><\/div>[\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb gap=\u00a0\u00bb35&Prime; content_placement=\u00a0\u00bbmiddle\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656198937{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;]<div id=\"el1752587101670-fc0484d2-c824\" class=\"pix-el-text   w-100   vc_custom_1752587325096\" ><p class=\"\"><h3><strong>Une production acc\u00e9l\u00e9r\u00e9e par l\u2019IA g\u00e9ospatiale<\/strong><\/h3>\n<\/p><\/div><div id=\"el1752587101692-5bc4b082-34c1\" class=\"pix-el-text   w-100  \" ><p class=\"\"><p>Pour acc\u00e9l\u00e9rer la production sans compromettre la qualit\u00e9, nous int\u00e9grons <strong>l\u2019intelligence artificielle<\/strong> au c\u0153ur de nos processus de<strong> traitement g\u00e9ospatial.<\/strong><\/p>\n<p>Nos algorithmes de <strong>deep learning<\/strong> analysent les donn\u00e9es d&rsquo;imageries topographiques ou cartographiques pour g\u00e9n\u00e9rer automatiquement des mod\u00e8les 3D, extraire des objets (arbres, mobilier urbain&#8230;) ou produire des cartes th\u00e9matiques enrichies.<\/p>\n<p>Cette approche nous permet de traiter rapidement de grands volumes de donn\u00e9es tout en ma\u00eetrisant les d\u00e9lais et les co\u00fbts de production.<\/p>\n<\/p><\/div><div id=\"el1752587101712-bf98425e-f6ec\" class=\"pix-el-text   w-100   vc_custom_1752587188284\" ><p class=\"\"><p>IA g\u00e9ospatiale | Deep learning cartographique | Automatisation cartographie<\/p>\n<\/p><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime; content_align=\u00a0\u00bbtext-center\u00a0\u00bb]<div class=\"d-inline-block \" ><div class=\"pix-img-el    text-left d-inline-block  w-100 rounded-10\"  ><img loading=\"lazy\" decoding=\"async\" class=\"card-img2 pix-img-elem rounded-10  h-1002\" style=\"height:auto;\" width=\"580\" height=\"322\" srcset=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/generation-du-modele-3D-1.webp 580w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/generation-du-modele-3D-1-300x167.webp 300w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/generation-du-modele-3D-1.webp\" alt=\"Image link\" \/><\/div><\/div>[\/vc_column][\/vc_row][\/vc_section][vc_row pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_pr\u00ab\u00a0:\u00ab\u00a027.5px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_pl\u00ab\u00a0:\u00ab\u00a027.5px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a032px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656744866{margin-top: 56px !important;margin-bottom: 56px !important;}\u00a0\u00bb][vc_column content_align=\u00a0\u00bbtext-right\u00a0\u00bb]<div class=\"pix-content-stack  pix-left-content  mb-2\"><div class=\"img-el rounded-lg animate-in  \"  ><img decoding=\"async\" src=\"https:\/\/www.siradel.com\/wp-content\/plugins\/pixfort-core\/functions\/images\/loading.webp\" data-srcset=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/fond-cta-geodata-300x68.webp 300w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/fond-cta-geodata-1024x230.webp 1024w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/fond-cta-geodata-768x173.webp 768w, https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/fond-cta-geodata.webp 1440w\" data-src=\"https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/fond-cta-geodata.webp\" loading=\"lazy\" class=\"pix-lazy rounded-lg img-fluid \" alt=\"\" ><\/div><div class=\"content-el animate-in\"  ><div class=\"content-el-inner bg-white2       rounded-lg p-0\"><div style=\"z-index:30;position:relative;\"><div  class=\"pix-heading-el text-left  vc_custom_1752591938538\"><div><div class=\"slide-in-container2\"><h2 class=\"text-body-default heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Boostez vos projets gr\u00e2ce \u00e0 une g\u00e9odata fiable<\/h2><\/div><\/div><\/div><div class=\"d-block w-100 text-left\"><span  class=\"btn mb-2    vc_custom_1742986910458  text-body-default btn-white d-inline-block pix-hover-item       pix-popup-link pix-btn-div btn-md\"     data-popup-link=\"https:\/\/www.siradel.com\/wp-admin\/admin-ajax.php?action=pix_popup_content&id=22681&nonce=a6138d9f83\" data-popup-id=\"22681\"><span class=\" \" >Nous contacter<\/span> <i class=\" pixicon-arrow-right2  pix-hover-right  ml-1\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div>\n[\/vc_column][\/vc_row][vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0,\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656522475{margin-top: 80px !important;margin-bottom: 56px !important;}\u00a0\u00bb][vc_row pix_particles_check=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752592101821{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column content_align=\u00a0\u00bbtext-center\u00a0\u00bb]<div  class=\"pix-heading-el text-center \"><div><div class=\"slide-in-container2\"><h2 class=\"text-body-default heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Notre savoir-faire en action<\/h2><\/div><\/div><\/div>[\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb gap=\u00a0\u00bb35&Prime; content_placement=\u00a0\u00bbmiddle\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mb\u00ab\u00a0:\u00ab\u00a018px\u00ab\u00a0}\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752656465725{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;]<div id=\"el1752584657347-c33443fe-226b\" class=\"pix-el-text   w-100   vc_custom_1752590389529\" ><p class=\"\"><h3><strong>Cr\u00e9ation d\u2019un double num\u00e9rique 3D gr\u00e2ce aux donn\u00e9es g\u00e9ographiques <\/strong><\/h3>\n<\/p><\/div><div id=\"el1752584657363-fe387e89-b287\" class=\"pix-el-text   w-100  \" ><p class=\"\"><p>Nous construisons des doubles num\u00e9riques 3D \u00e0 partir de donn\u00e9es g\u00e9ographiques de haute pr\u00e9cision. En combinant relev\u00e9s LIDAR, imagerie a\u00e9rienne (ou satellites HR) et traitements par intelligence artificielle, nous mod\u00e9lisons les territoires et leurs infrastructures.<\/p>\n<p>Ce double num\u00e9rique devient un outil interactif, \u00e9volutif et strat\u00e9gique pour analyser, simuler et planifier des projets d\u2019am\u00e9nagement ou d\u2019infrastructures.<\/p>\n<\/p><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_video link=\u00a0\u00bbhttps:\/\/youtu.be\/7imHhKKEyRA\u00a0\u00bb][\/vc_column][\/vc_row][vc_row full_width=\u00a0\u00bbstretch_row\u00a0\u00bb gap=\u00a0\u00bb35&Prime; content_placement=\u00a0\u00bbmiddle\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752590724248{margin-top: 32px !important;margin-bottom: 32px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;][vc_video link=\u00a0\u00bbhttps:\/\/youtu.be\/OCvXiJ8tEQA\u00a0\u00bb][\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime;]<div id=\"el1752584657510-54f9d04b-93ec\" class=\"pix-el-text   w-100   vc_custom_1752590658825\" ><p class=\"\"><h3><strong>Classification LiDAR d\u2019un territoire et mod\u00e9lisation 3D<\/strong><\/h3>\n<\/p><\/div><div id=\"el1752584657527-67493ffa-0c3a\" class=\"pix-el-text   w-100  \" ><p class=\"\"><p>Gr\u00e2ce \u00e0 des algorithmes de classification avanc\u00e9s, nous identifions automatiquement les \u00e9l\u00e9ments du paysage (b\u00e2tis, voiries, v\u00e9g\u00e9tation, etc.) \u00e0 partir de nuages de points LIDAR haute densit\u00e9. Nos algorithmes de classification s\u2019appuient sur l\u2019intelligence artificielle pour segmenter avec pr\u00e9cision les objets, m\u00eame dans des environnements complexes.<\/p>\n<p>Ces donn\u00e9es classifi\u00e9es servent ensuite de base \u00e0 la mod\u00e9lisation 3D du territoire, ouvrant la voie \u00e0 des analyses ou des simulations multi-\u00e9chelles pr\u00e9cises et \u00e0 une visualisation r\u00e9aliste, interop\u00e9rable avec vos outils SIG ou BIM.<\/p>\n<\/p><\/div>[\/vc_column][\/vc_row][\/vc_section][vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752660009966{margin-top: 32px !important;margin-bottom: 0px !important;padding-top: 56px !important;padding-bottom: 56px !important;background-color: #f8fafc !important;}\u00a0\u00bb][vc_row gap=\u00a0\u00bb30&Prime; content_placement=\u00a0\u00bbtop\u00a0\u00bb pix_particles_check=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1744980425350{margin-top: 24px !important;}\u00a0\u00bb][vc_column width=\u00a0\u00bb1\/2&Prime;]<div  class=\"pix-heading-el text-left \"><div><div class=\"slide-in-container2\"><h2 class=\"text-body-default font-weight-bold heading-text el-title_custom_color mb-12\" style=\"\" data-anim-type=\"\" data-anim-delay=\"0\">Questions fr\u00e9quentes sur les donn\u00e9es g\u00e9ographiques<\/h2><\/div><\/div><\/div><div id=\"el1742986619926-5e64527c-adc4\" class=\"pix-el-text   w-100   vc_custom_1742986811498\" ><div class=\"d-inline-block\" style=\"max-width:200 px;\"><p class=\"\"><p>D\u00e9couvrez les r\u00e9ponses aux questions les plus courantes sur les donn\u00e9es g\u00e9ographiques et leurs nombreuses applications.<\/p>\n<p>Besoin de plus d\u2019informations ? Contactez-nous pour en savoir plus !<\/p>\n<\/p><\/div><\/div><div class=\"d-block w-100 text-left\"><span  class=\"btn mb-2    vc_custom_1742986910458  text-body-default btn-white d-inline-block pix-hover-item       pix-popup-link pix-btn-div btn-md\"     data-popup-link=\"https:\/\/www.siradel.com\/wp-admin\/admin-ajax.php?action=pix_popup_content&id=22681&nonce=a6138d9f83\" data-popup-id=\"22681\"><span class=\" \" >Nous contacter<\/span> <i class=\" pixicon-arrow-right2  pix-hover-right  ml-1\"><\/i><\/span><\/div>[\/vc_column][vc_column width=\u00a0\u00bb1\/2&Prime; responsive_css=\u00a0\u00bb{\u00ab\u00a0pix_res_sm_mt\u00ab\u00a0:\u00ab\u00a024px\u00ab\u00a0}\u00a0\u00bb][vc_toggle title=\u00a0\u00bbQu&rsquo;est-ce qu&rsquo;une donn\u00e9e g\u00e9ographique ?\u00a0\u00bb style=\u00a0\u00bbsquare_outline\u00a0\u00bb color=\u00a0\u00bbmulled_wine\u00a0\u00bb custom_font_container=\u00a0\u00bbtag:h3|font_size:20|text_align:left|color:%23353535&Prime; use_custom_heading=\u00a0\u00bbtrue\u00a0\u00bb]<span class=\"NormalTextRun SCXW130849663 BCX8\">Une <strong>donn\u00e9e g\u00e9ographique<\/strong> est une information <\/span><span class=\"NormalTextRun SCXW130849663 BCX8\">associ\u00e9e <\/span><span class=\"NormalTextRun SCXW130849663 BCX8\">\u00e0 un emplacement pr\u00e9cis sur la surface terrestre. Elle inclut des coordonn\u00e9es g\u00e9ographiques (latitude, longitude), <\/span><span class=\"NormalTextRun SCXW130849663 BCX8\">des descriptions de lieux, <\/span><span class=\"NormalTextRun SCXW130849663 BCX8\">des donn\u00e9es cartographiques ou des \u00e9l\u00e9ments d\u00e9crivant l\u2019environnement physique et humain d\u2019un lieu donn\u00e9.<\/span><\/p>\r\n<p><span class=\"NormalTextRun SCXW130849663 BCX8\">Gr\u00e2ce aux avanc\u00e9es technologiques, les donn\u00e9es g\u00e9ographiques peuvent d\u00e9sormais \u00eatre collect\u00e9es en temps r\u00e9el et int\u00e9gr\u00e9es dans des syst\u00e8mes d\u2019information g\u00e9ographique (SIG) pour visualiser et interpr\u00e9ter les ph\u00e9nom\u00e8nes spatiaux <\/span><span class=\"NormalTextRun SCXW130849663 BCX8\">avec pr\u00e9cision.<\/span>[\/vc_toggle][vc_separator color=\u00a0\u00bbcustom\u00a0\u00bb accent_color=\u00a0\u00bb#aaaaaa\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1742983945738{margin-top: 10px !important;margin-bottom: 20px !important;}\u00a0\u00bb][vc_toggle title=\u00a0\u00bbPourquoi les donn\u00e9es g\u00e9ographiques sont-elles importantes ?\u00a0\u00bb style=\u00a0\u00bbsquare_outline\u00a0\u00bb color=\u00a0\u00bbmulled_wine\u00a0\u00bb custom_font_container=\u00a0\u00bbtag:h3|font_size:20|text_align:left|color:%23353535&Prime; use_custom_heading=\u00a0\u00bbtrue\u00a0\u00bb]<span class=\"TextRun SCXW268300881 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW268300881 BCX8\">Les donn\u00e9es g\u00e9ographiques jouent un r\u00f4le crucial dans l\u2019analyse territoriale, la gestion des ressources naturelles, la cartographie et la <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW268300881 BCX8\">g\u00e9ointelligence<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">. <\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">Gr\u00e2ce au recueil et l\u2019analyse de donn\u00e9es pr\u00e9cises, e<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">lles permettent d\u2019am\u00e9liorer<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\"> la prise de d\u00e9cisions dans des domaines<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\"> vari\u00e9s,<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\"> comme<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\"> la <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW268300881 BCX8\">g\u00e9ointelligence<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">, l\u2019am\u00e9nagement du territoire,<\/span> <span class=\"NormalTextRun SCXW268300881 BCX8\">l<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">&lsquo;agriculture de pr\u00e9cision<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">, le<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\"> secteur \u00e9nerg\u00e9tique<\/span><span class=\"NormalTextRun SCXW268300881 BCX8\">, les assurances, ou encore l\u2019adaptation au changement climatique.<\/span><\/span><span class=\"EOP SCXW268300881 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span>[\/vc_toggle][vc_separator color=\u00a0\u00bbcustom\u00a0\u00bb accent_color=\u00a0\u00bb#aaaaaa\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1742983951003{margin-top: 10px !important;margin-bottom: 20px !important;}\u00a0\u00bb][vc_toggle title=\u00a0\u00bbQuelles sont les applications des donn\u00e9es g\u00e9ographiques dans les secteurs publics et priv\u00e9s ?\u00a0\u00bb style=\u00a0\u00bbsquare_outline\u00a0\u00bb color=\u00a0\u00bbmulled_wine\u00a0\u00bb custom_font_container=\u00a0\u00bbtag:h3|font_size:20|text_align:left|color:%23353535&Prime; use_custom_heading=\u00a0\u00bbtrue\u00a0\u00bb]<span data-contrast=\"none\"><strong>Dans le secteur public<\/strong>, les donn\u00e9es g\u00e9ographiques, combin\u00e9es \u00e0 la <strong>GeoIA<\/strong> (G\u00e9ointelligence artificielle) et \u00e0 des <strong>plateformes de visualisation<\/strong>, permettent de mod\u00e9liser les impacts du d\u00e9veloppement urbain sur la plan\u00e8te et la population, de mieux g\u00e9rer les infrastructures (routes, r\u00e9seaux d\u2019eau), de pr\u00e9venir les risques naturels (inondations, incendies, s\u00e9ismes) et de suivre les effets du changement climatique pour mieux s\u2019y adapter.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\r\n<p><span data-contrast=\"none\">Dans le secteur priv\u00e9, leur utilisation est vari\u00e9e et profitable \u00e0 de nombreux domaines. Les entreprises de l\u2019<strong>\u00e9nergie<\/strong> et des <strong>t\u00e9l\u00e9communications<\/strong> les exploitent pour planifier et g\u00e9rer leurs r\u00e9seaux ; les <strong>assurances<\/strong> pour \u00e9valuer les risques, anticiper les sinistres et ajuster les primes selon les zones d\u2019exposition ; <strong>l\u2019agriculture de pr\u00e9cision<\/strong> pour am\u00e9liorer les rendements gr\u00e2ce \u00e0 l\u2019analyse des sols, de l\u2019eau et des conditions climatiques. Elles soutiennent ainsi des d\u00e9cisions strat\u00e9giques bas\u00e9es sur des <strong>analyses territoriales fiables<\/strong>.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span>[\/vc_toggle][vc_separator color=\u00a0\u00bbcustom\u00a0\u00bb accent_color=\u00a0\u00bb#aaaaaa\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1742983951003{margin-top: 10px !important;margin-bottom: 20px !important;}\u00a0\u00bb][vc_toggle title=\u00a0\u00bbComment sont collect\u00e9es les donn\u00e9es g\u00e9ographiques ?\u00a0\u00bb style=\u00a0\u00bbsquare_outline\u00a0\u00bb color=\u00a0\u00bbmulled_wine\u00a0\u00bb custom_font_container=\u00a0\u00bbtag:h3|font_size:20|text_align:left|color:%23353535&Prime; use_custom_heading=\u00a0\u00bbtrue\u00a0\u00bb]Les donn\u00e9es g\u00e9ographiques sont collect\u00e9es via diverses technologies. Les satellites fournissent des informations \u00e0 grande \u00e9chelle sur le relief, la v\u00e9g\u00e9tation et l\u2019occupation des sols. Les drones capturent des donn\u00e9es pr\u00e9cises \u00e0 l\u2019\u00e9chelle locale, id\u00e9ales pour des relev\u00e9s topographiques ou l\u2019inspection de terrains difficiles. Les capteurs terrestres mesurent des param\u00e8tres comme la temp\u00e9rature ou l\u2019humidit\u00e9. Enfin, les relev\u00e9s manuels et cartographiques traditionnels compl\u00e8tent la collecte. Ces sources combin\u00e9es produisent des donn\u00e9es pr\u00e9cises et exploitables pour des analyses vari\u00e9es.[\/vc_toggle][vc_separator color=\u00a0\u00bbcustom\u00a0\u00bb accent_color=\u00a0\u00bb#aaaaaa\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1742983955832{margin-top: 10px !important;margin-bottom: 20px !important;}\u00a0\u00bb][vc_toggle title=\u00a0\u00bbQuelles sont les \u00e9tapes du traitement des donn\u00e9es g\u00e9ographiques ?\u00a0\u00bb style=\u00a0\u00bbsquare_outline\u00a0\u00bb color=\u00a0\u00bbmulled_wine\u00a0\u00bb custom_font_container=\u00a0\u00bbtag:h3|font_size:20|text_align:left|color:%23353535&Prime; use_custom_heading=\u00a0\u00bbtrue\u00a0\u00bb]<span class=\"NormalTextRun SCXW5361901 BCX8\">Le traitement des donn\u00e9es g\u00e9ographiques suit plusieurs \u00e9tapes essentielles <\/span><span class=\"NormalTextRun SCXW5361901 BCX8\">apr\u00e8s leur collecte <\/span><span class=\"NormalTextRun SCXW5361901 BCX8\">pour assurer leur qualit\u00e9 et leur exploitation efficace. D\u2019abord, <\/span><span class=\"NormalTextRun SCXW5361901 BCX8\">e<\/span><span class=\"NormalTextRun SCXW5361901 BCX8\">lles sont nettoy\u00e9es pour corriger les erreurs et harmonis\u00e9es afin de rendre compatibles les diff\u00e9rentes sources. Une fois consolid\u00e9es, elles sont analys\u00e9es gr\u00e2ce \u00e0 des logiciels de Syst\u00e8mes d\u2019Information G\u00e9ographique (SIG) pour extraire des informations pertinentes. Enfin, elles sont visualis\u00e9es sous forme de cartes, graphiques ou tableaux interactifs pour faciliter leur interpr\u00e9tation selon les usages : am\u00e9nagement du territoire, r\u00e9silience climatique, gestion des risques, et bien d\u2019autres.<\/span>[\/vc_toggle][\/vc_column][\/vc_row][\/vc_section]<\/p>\r\n<\/section>","protected":false},"excerpt":{"rendered":"[vc_section full_width=\u00a0\u00bbstretch_row\u00a0\u00bb pix_over_visibility=\u00a0\u00bb\u00a0\u00bb css=\u00a0\u00bb.vc_custom_1752658952490{margin-top: 0px !important;margin-bottom: 0px !important;background-image: url(https:\/\/www.siradel.com\/wp-content\/uploads\/2025\/07\/Vue-aerienne-ville-1.webp?id=33148) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}\u00a0\u00bb][vc_row pix_particles_check=\u00a0\u00bb\u00a0\u00bb 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