{"id":21858,"date":"2025-02-04T10:48:16","date_gmt":"2025-02-04T09:48:16","guid":{"rendered":"https:\/\/www.yellowscan.com\/knowledge\/utilisation-du-lidar-et-de-lia-pour-analyser-les-plantations-deucalyptus-au-portugal\/"},"modified":"2025-05-05T16:42:46","modified_gmt":"2025-05-05T14:42:46","slug":"using-lidar-and-ai-to-analyze-eucalyptus-plantations-in-portugal","status":"publish","type":"ys_knowledge","link":"https:\/\/www.yellowscan.com\/fr\/knowledge\/using-lidar-and-ai-to-analyze-eucalyptus-plantations-in-portugal\/","title":{"rendered":"LiDAR et IA : R\u00e9volution dans la gestion des for\u00eats au Portugal"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"21858\" class=\"elementor elementor-21858 elementor-21798\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f694f4d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f694f4d\" 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-c048fb3\" data-id=\"c048fb3\" 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-b9753aa elementor-widget elementor-widget-text-editor\" data-id=\"b9753aa\" 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 class=\"h3\">D\u00e9fi<\/h2>\n<p>Depuis plus de trois ans, MOST Robotics, le distributeur de YellowScan pour la r\u00e9gion DACH, collabore avec Clear Timber, une soci\u00e9t\u00e9 n\u00e9erlandaise d&rsquo;inspection foresti\u00e8re, sur divers projets de <a href=\"https:\/\/www.yellowscan.com\/fr\/industries\/forestry\/\">cartographie foresti\u00e8re<\/a>. Pendant cette p\u00e9riode, ils ont utilis\u00e9 une gamme de syst\u00e8mes LiDAR, y compris le YellowScan Mapper version 2, Mapper version 3, Vx20-300, Surveyor Ultra version 2, Surveyor Ultra version 3, et <a href=\"https:\/\/www.yellowscan.com\/fr\/products\/voyager\/\">Voyager<\/a> pour capturer des nuages de points de diverses esp\u00e8ces d&rsquo;arbres et recueillir des donn\u00e9es pour l&rsquo;entra\u00eenement et l&rsquo;analyse de l&rsquo;IA. Cette vaste exp\u00e9rience leur a permis d&rsquo;identifier les exigences optimales en mati\u00e8re de scanner pour des flux de travail efficaces.  <\/p>\n<p>Cependant, lorsque la soci\u00e9t\u00e9 Navigator, l&rsquo;un des principaux producteurs de produits en papier \u00e0 base d&rsquo;eucalyptus au Portugal, a sollicit\u00e9 l&rsquo;expertise de Clear Timber pour la gestion de ses vastes plantations d&rsquo;eucalyptus, elle a \u00e9t\u00e9 confront\u00e9e \u00e0 de nouveaux d\u00e9fis. Les for\u00eats de Navigator sont r\u00e9parties sur l&rsquo;ensemble du territoire portugais, avec des arbres \u00e0 diff\u00e9rents stades de croissance, et ils comptaient sur des \u00e9tudiants pour mesurer manuellement les troncs d&rsquo;arbres, une m\u00e9thode qui demande beaucoup de travail et qui n&rsquo;est pas coh\u00e9rente. Ce processus manuel ralentissait la planification de la production et entravait leur capacit\u00e9 \u00e0 contr\u00f4ler efficacement la for\u00eat.  <\/p>\n<p>Clear Timber a fait appel \u00e0 MOST Robotics pour l&rsquo;aider \u00e0 \u00e9tendre ses op\u00e9rations, \u00e0 surmonter les difficult\u00e9s logistiques li\u00e9es au travail en terrain accident\u00e9 et \u00e0 mettre en \u0153uvre une solution plus efficace, bas\u00e9e sur les donn\u00e9es.<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-17087f51 el-section-full el-section-img-x2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"17087f51\" 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-50 elementor-inner-column elementor-element elementor-element-5c8733ad\" data-id=\"5c8733ad\" 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-3be0f9f8 elementor-widget elementor-widget-image\" data-id=\"3be0f9f8\" 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=\"1024\" height=\"768\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Outdoor_02-1024x768.jpg\" class=\"attachment-large size-large wp-image-21818\" alt=\"YellowScan Voyager on Acecore Noa\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Outdoor_02-1024x768.jpg 1024w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Outdoor_02-300x225.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Outdoor_02-768x576.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Outdoor_02.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-3fd2cd24 el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"3fd2cd24\" 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 style=\"text-align: center;\">YellowScan Voyager sur Acecore Noa<\/p>\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-50 elementor-inner-column elementor-element elementor-element-213c60e\" data-id=\"213c60e\" 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-4d6ce021 elementor-widget elementor-widget-image\" data-id=\"4d6ce021\" 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=\"923\" height=\"1024\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-923x1024.jpg\" class=\"attachment-large size-large wp-image-21833\" alt=\"Portugal project area\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-923x1024.jpg 923w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-270x300.jpg 270w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-768x852.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-1384x1536.jpg 1384w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area.jpg 1500w\" sizes=\"(max-width: 923px) 100vw, 923px\" \/>\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-1e7ca583 el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"1e7ca583\" 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 style=\"text-align: center;\">Superficie du projet : 129,74 Superficie_ha<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ca727c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ca727c0\" 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-d933337\" data-id=\"d933337\" 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-948cc4f elementor-widget elementor-widget-text-editor\" data-id=\"948cc4f\" 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 class=\"h3\">Solution<\/h2>\n<p>Pour relever ce d\u00e9fi, Most Robotics s&rsquo;est associ\u00e9 \u00e0 Clear Timber et a d\u00e9ploy\u00e9 le <a href=\"https:\/\/www.yellowscan.com\/fr\/products\/voyager\/\">syst\u00e8me LiDAR YellowScan Voyager<\/a>. Pour ce projet au Portugal, ils ont choisi le Voyager pour sa capacit\u00e9 \u00e0 capturer des donn\u00e9es pr\u00e9cises et \u00e0 haute r\u00e9solution sur de grandes surfaces. <\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-69025917 el-section-img-x1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69025917\" 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-107a9006\" data-id=\"107a9006\" 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-77cf5f28 elementor-widget elementor-widget-image\" data-id=\"77cf5f28\" 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=\"792\" height=\"679\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-Tree-locations.jpg\" class=\"attachment-large size-large wp-image-21828\" alt=\"Tree locations\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-Tree-locations.jpg 792w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-Tree-locations-300x257.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Project-area-Tree-locations-768x658.jpg 768w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/>\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-5425e60e el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"5425e60e\" 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 style=\"text-align: center;\">Emplacement des arbres<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-002dfad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"002dfad\" 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-615b45c\" data-id=\"615b45c\" 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-e89e144 elementor-widget elementor-widget-text-editor\" data-id=\"e89e144\" 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 class=\"h3\">Param\u00e8tres de la mission<\/h2>\n<ul>\n<li><strong>Taille de l&rsquo;enqu\u00eate :<\/strong> 250 hectares de plantation d&rsquo;eucalyptus<\/li>\n<li><strong>Dur\u00e9e de l&rsquo;enqu\u00eate :<\/strong>\n<ul>\n<li><strong>Acquisition de donn\u00e9es :<\/strong> 13 vols transversaux, 30 \u00e0 40 minutes chacun<\/li>\n<li><strong>Traitement des donn\u00e9es :<\/strong> Traitement de 660 Go de donn\u00e9es, cr\u00e9ation d&rsquo;un nuage de points d\u00e9taill\u00e9<\/li>\n<\/ul>\n<\/li>\n<li><strong>Nombre de vols :<\/strong> 13<\/li>\n<li><strong>Vitesse de vol et altitude :<\/strong> 60 m\u00e8tres, avec 50% de chevauchement<\/li>\n<li><strong>\u00c9quipement :<\/strong> Acecore NOA avec <a href=\"https:\/\/www.yellowscan.com\/fr\/products\/voyager\/\">syst\u00e8me LiDAR YellowScan Voyager<\/a><\/li>\n<\/ul>\n<p>Malgr\u00e9 un temps pluvieux et un terrain difficile le premier jour, l&rsquo;\u00e9quipe a r\u00e9ussi \u00e0 capturer 14 milliards de points de donn\u00e9es. Les donn\u00e9es compl\u00e8tes ont fourni des informations d\u00e9taill\u00e9es sur l&#8217;emplacement des troncs d&rsquo;arbres, leur diam\u00e8tre et la taille des couronnes, ce qui a permis \u00e0 la soci\u00e9t\u00e9 portugaise Navigator de surveiller et de planifier efficacement la r\u00e9colte d&rsquo;eucalyptus. <\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6a4dd7c5 el-section-full el-section-img-x2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a4dd7c5\" 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-50 elementor-inner-column elementor-element elementor-element-1a13b0c5\" data-id=\"1a13b0c5\" 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-1878c7b0 elementor-widget elementor-widget-image\" data-id=\"1878c7b0\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"550\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Overview_Elev-1024x550.jpg\" class=\"attachment-large size-large wp-image-21823\" alt=\"Elevation overview in the YellowScan CloudStation\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Overview_Elev-1024x550.jpg 1024w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Overview_Elev-300x161.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Overview_Elev-768x413.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Overview_Elev.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-1d7a821d el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"1d7a821d\" 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 style=\"text-align: center;\">Vue d&rsquo;ensemble de l&rsquo;altitude dans la YellowScan CloudStation<\/p>\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-50 elementor-inner-column elementor-element elementor-element-4a545853\" data-id=\"4a545853\" 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-312fac65 elementor-widget elementor-widget-image\" data-id=\"312fac65\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"550\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Trajectory_elev_side-1024x550.jpg\" class=\"attachment-large size-large wp-image-21838\" alt=\"Flight trajectory and elevation from the side\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Trajectory_elev_side-1024x550.jpg 1024w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Trajectory_elev_side-300x161.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Trajectory_elev_side-768x413.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Trajectory_elev_side.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-29c58471 el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"29c58471\" 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 style=\"text-align: center;\">Trajectoire de vol et \u00e9l\u00e9vation lat\u00e9rale<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-797ca41 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"797ca41\" 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-4cf6848\" data-id=\"4cf6848\" 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-7cb743a elementor-widget elementor-widget-text-editor\" data-id=\"7cb743a\" 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 class=\"h3\">R\u00e9sultats<\/h2>\n<ul>\n<li>Pr\u00e9cision <strong>:<\/strong> 2 \u00e0 3 cm de pr\u00e9cision sur le diam\u00e8tre du tronc<\/li>\n<\/ul>\n<p>La collaboration entre Most Robotics et Clear Timber s&rsquo;est av\u00e9r\u00e9e \u00eatre un succ\u00e8s majeur, transformant la fa\u00e7on dont Navigator g\u00e8re ses plantations d&rsquo;eucalyptus. En tirant parti de la technologie LiDAR et de l&rsquo;IA, Navigator peut d\u00e9sormais remplacer les mesures manuelles des arbres par une collecte de donn\u00e9es automatis\u00e9e et extr\u00eamement pr\u00e9cise. Ce changement a consid\u00e9rablement am\u00e9lior\u00e9 l&rsquo;efficacit\u00e9, r\u00e9duisant les co\u00fbts de main-d&rsquo;\u0153uvre tout en optimisant la planification de la production. Les donn\u00e9es LiDAR d\u00e9taill\u00e9es favorisent \u00e9galement une meilleure prise de d\u00e9cision pour une gestion durable des for\u00eats, permettant \u00e0 Navigator de surveiller plus efficacement la sant\u00e9 des for\u00eats et les stades de croissance.   <\/p>\n<p>Ils peuvent d\u00e9sormais \u00e9tendre leurs activit\u00e9s, r\u00e9duire le travail manuel et adopter des pratiques foresti\u00e8res plus pr\u00e9cises et plus durables.<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6fdb46a6 el-section-full el-section-img-x2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6fdb46a6\" 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-50 elementor-inner-column elementor-element elementor-element-5372f635\" data-id=\"5372f635\" 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-7b26fdc6 elementor-widget elementor-widget-image\" data-id=\"7b26fdc6\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"550\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_top-1024x550.jpg\" class=\"attachment-large size-large wp-image-21813\" alt=\"Classification from the top\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_top-1024x550.jpg 1024w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_top-300x161.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_top-768x413.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_top.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-232a8882 el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"232a8882\" 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 style=\"text-align: center;\">Classification par le haut<\/p>\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-50 elementor-inner-column elementor-element elementor-element-30842636\" data-id=\"30842636\" 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-6a1f8f3 elementor-widget elementor-widget-image\" data-id=\"6a1f8f3\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"550\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_side-1024x550.jpg\" class=\"attachment-large size-large wp-image-21808\" alt=\"Classification from the side\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_side-1024x550.jpg 1024w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_side-300x161.jpg 300w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_side-768x413.jpg 768w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2025\/02\/Example_class_side.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-659ab3bf el-img-caption elementor-widget elementor-widget-text-editor\" data-id=\"659ab3bf\" 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 style=\"text-align: center;\">Classification lat\u00e9rale<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35f3119a elm-testimonial elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35f3119a\" 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-773e09d1\" data-id=\"773e09d1\" 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-5d0f9fe8 elm-testimonial__text elementor-widget elementor-widget-text-editor\" data-id=\"5d0f9fe8\" 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 YellowScan Voyager est con\u00e7u pour s&rsquo;adapter facilement aux environnements complexes, tels que les for\u00eats denses ou les terrains accident\u00e9s. Sa capacit\u00e9 \u00e0 fournir des nuages de points de haute densit\u00e9 et des donn\u00e9es pr\u00e9cises dans de telles conditions est ce qui le distingue. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1f9319fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1f9319fe\" 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-50 elementor-inner-column elementor-element elementor-element-41d4e223\" data-id=\"41d4e223\" 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-44a1bbbb elm-testimonial__img elementor-widget elementor-widget-image\" data-id=\"44a1bbbb\" 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 loading=\"lazy\" decoding=\"async\" width=\"328\" height=\"391\" src=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2023\/07\/Valentin-Moller.png\" class=\"attachment-large size-large wp-image-12390\" alt=\"\" srcset=\"https:\/\/www.yellowscan.com\/wp-content\/uploads\/2023\/07\/Valentin-Moller.png 328w, https:\/\/www.yellowscan.com\/wp-content\/uploads\/2023\/07\/Valentin-Moller-252x300.png 252w\" sizes=\"(max-width: 328px) 100vw, 328px\" \/>\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5d7b716\" data-id=\"5d7b716\" 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-3c621353 elementor-widget elementor-widget-text-editor\" data-id=\"3c621353\" 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<strong><span class=\"elm-testimonials__name\">Valentin M\u00f6ller<\/span><\/strong>\n\n<span class=\"elm-testimonials__role\"><em><strong>PDG<\/strong> &#8211; MOST Robotics<\/em>\n<\/span>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":21803,"menu_order":75,"template":"","meta":{"_acf_changed":false,"content-type":""},"categories":[88],"class_list":["post-21858","ys_knowledge","type-ys_knowledge","status-publish","has-post-thumbnail","hentry","category-success-story"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LiDAR et IA : R\u00e9volution dans la gestion des for\u00eats au Portugal<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment la technologie LiDAR a transform\u00e9 la gestion des for\u00eats au Portugal, en permettant une collecte efficace des donn\u00e9es dans des environnements difficiles.\" \/>\n<meta name=\"robots\" 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