{"id":2488,"date":"2025-05-12T06:35:50","date_gmt":"2025-05-12T06:35:50","guid":{"rendered":"https:\/\/www.satlabgeo.com\/?post_type=industries&#038;p=2488"},"modified":"2025-05-15T03:51:34","modified_gmt":"2025-05-15T03:51:34","slug":"debris-flow-disaster-investigation","status":"publish","type":"industries","link":"https:\/\/www.satlabgeo.com\/in\/industries\/debris-flow-disaster-investigation\/","title":{"rendered":"Apus-MX LiDAR Empowering Debris Flow Disaster Investigation"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"2488\" class=\"elementor elementor-2488\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-39388de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39388de\" data-element_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-80de89c\" data-id=\"80de89c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-faf2538 elementor-widget elementor-widget-image\" data-id=\"faf2538\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.12.2 - 23-04-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Apus-MX-20.webp\" title=\"Apus-MX-20\" alt=\"Apus-MX LiDAR\" loading=\"lazy\" \/>\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-3895188 elementor-widget elementor-widget-text-editor\" data-id=\"3895188\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.12.2 - 23-04-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p style=\"text-align: center;\"><span style=\"font-size: 18pt;\"><strong><span style=\"font-family: Avenir, Medium;\"><a href=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Apus-MX_Empowering-Debris-Flow-Disaster-Investigations.pdf\">Download full article here &gt;&gt;&gt;<\/a><\/span><\/strong><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-803dd82 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"803dd82\" data-element_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<h2 class=\"elementor-heading-title elementor-size-default elementor-inline-editing pen\" data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\" style=\"font-weight: 600; font-size: 34px; color: #000102;\"><em>Intro<\/em><em>duction<\/em><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96c93b1 elementor-widget elementor-widget-text-editor\" data-id=\"96c93b1\" data-element_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<p><span style=\"font-family: Avenir, Medium;color:#000000;\">Debris flows are most frequent in summer and autumn. During this period, increased rainfall, heavy storms, and prolonged precipitation provide abundant water, triggering debris flow events.<\/span><\/p>\n<p><span style=\"font-family: Avenir, Medium;color:#000000;\">In mountainous areas, ice and snow melt further contribute to the risk. Warmer temperatures lead to increased runoff, which destabilizes slopes and increases the likelihood of debris flows.<\/span><\/p>\n<p><span style=\"font-family: Avenir, Medium;color:#000000;\">These events cause significant economic losses and pose serious threats to human safety and the environment. Conducting debris flow investigations helps understand their formation conditions, assess potential risks, determine suitable locations for mitigation projects, and protect local ecosystems.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c74bc07 elementor-widget elementor-widget-text-editor\" data-id=\"c74bc07\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 18pt; color: #000000;\"><i>Project Background<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76e69f4 elementor-widget elementor-widget-text-editor\" data-id=\"76e69f4\" data-element_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<p><span style=\"font-family: Avenir, Medium;color:#000000\">Chengdu, Sichuan Province, China, the flood season brought multiple rounds of heavy rainfall. As a result, several geological hazard-prone areas were hit by debris flows.<\/span><\/p>\n<p><span style=\"font-family: Avenir, Medium;color:#000000\"> Following local authorities&#8217; requirements, a survey was conducted. The goal was to assess geomorphology, surface deformation, vegetation coverage, and hydrological features. This would help evaluate disaster risks, predict future changes, and support early warning and prevention efforts.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e7ec5d elementor-widget elementor-widget-text-editor\" data-id=\"5e7ec5d\" data-element_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<strong><span style=\"font-family: Avenir, Medium; color: #000000; font-size: 14pt;\"><i>This project covers two survey areas:<\/i><\/span><\/strong>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b82e534 elementor-widget elementor-widget-text-editor\" data-id=\"b82e534\" data-element_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<ul>\n \t<span style=\"font-family: Avenir, Medium; font-size: 12pt; color: #000000;\"><li>Area 1: 0.5 km\u00b2, elevation ranging from 1,400 to 2,300 meters.<\/li><\/span>\n \t<span style=\"font-family: Avenir, Medium; font-size: 12pt; color: #000000;\"> <li>Area 2: 0.35 km\u00b2, elevation ranging from 1,150 to 1,450 meters.<\/li><\/span>\n<\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-febab28 elementor-widget elementor-widget-text-editor\" data-id=\"febab28\" data-element_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<span style=\"font-family: Avenir, Medium;color:#000000;\">Both survey areas are predominantly covered by dense primary forests with multi-layered vegetation, including thick undergrowth and low-lying shrubs.<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8521207 elementor-widget elementor-widget-image\" data-id=\"8521207\" data-element_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=\"300\" height=\"298\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-300x298.webp\" class=\"attachment-medium size-medium wp-image-2493\" alt=\"UAV LiDAR system\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-300x298.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-1024x1017.webp 1024w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-150x150.webp 150w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-768x762.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-1536x1525.webp 1536w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-2048x2033.webp 2048w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-600x596.webp 600w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure1-Areas-to-be-surveyed-100x100.webp 100w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-020c33b elementor-widget elementor-widget-text-editor\" data-id=\"020c33b\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure1 Areas to be surveyed<\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a403967 elementor-widget elementor-widget-text-editor\" data-id=\"a403967\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 18pt; color: #000000;\"><i>Challenge<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df991df elementor-widget elementor-widget-text-editor\" data-id=\"df991df\" data-element_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<p><span style=\"font-family: Avenir, Medium; color: #000000;\">Debris flows often occur in mountainous and canyon regions with complex terrain and unpredictable weather. These areas have poor accessibility and harsh environments, making traditional on-site surveys both risky and prone to errors.<\/span><\/p>\n<p><span style=\"font-family: Avenir, Medium; color: #000000;\">The survey area consists of high-altitude forested mountains with dense vegetation. Data transmission may be affected by terrain constraints and interference, requiring advanced technical solutions and high-performance survey equipment.<\/span><\/p>\n<p><span style=\"font-family: Avenir, Medium; color: #000000;\">The available takeoff points have a significant elevation difference of nearly 1,000 meters from the highest point of the survey area. A multi-rotor UAV carrying LiDAR must ascend at least 1,000 meters in a single flight to capture complete survey data.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea3034d elementor-widget elementor-widget-text-editor\" data-id=\"ea3034d\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 18pt; color: #000000;\"><i>Solution<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-648fc64 elementor-widget elementor-widget-text-editor\" data-id=\"648fc64\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">To meet the requirements, we deployed the drone and LiDAR technology. The equipment used included the\u00a0SatLab Apus-MX\u00a0UAV LiDAR system and a DJI Matrice 350 RTK drone. These were chosen for their ability to cover large areas quickly and operate safely. A ground-proximity flight strategy was employed, with a total of three flight missions to complete the data acquisition for the entire survey area.<\/span>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fda17eb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fda17eb\" data-element_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-top-column elementor-element elementor-element-ab66f57\" data-id=\"ab66f57\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9fcd0f9 elementor-widget elementor-widget-image\" data-id=\"9fcd0f9\" data-element_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=\"1013\" height=\"560\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure2-SatLab-Apus-MX-mounted-on-the-DJI-M350-.webp\" class=\"attachment-full size-full wp-image-2498\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure2-SatLab-Apus-MX-mounted-on-the-DJI-M350-.webp 1013w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure2-SatLab-Apus-MX-mounted-on-the-DJI-M350--300x166.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure2-SatLab-Apus-MX-mounted-on-the-DJI-M350--768x425.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure2-SatLab-Apus-MX-mounted-on-the-DJI-M350--600x332.webp 600w\" sizes=\"(max-width: 1013px) 100vw, 1013px\" \/>\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-6164d11 elementor-widget elementor-widget-text-editor\" data-id=\"6164d11\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure2 SatLab Apus-MX mounted on the DJI M350 <\/span><\/em><\/span><\/p>\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-top-column elementor-element elementor-element-99e5c1b\" data-id=\"99e5c1b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf88238 elementor-widget elementor-widget-image\" data-id=\"cf88238\" data-element_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=\"1013\" height=\"560\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure3-Flight-plan-of-the-acquisition.webp\" class=\"attachment-full size-full wp-image-2496\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure3-Flight-plan-of-the-acquisition.webp 1013w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure3-Flight-plan-of-the-acquisition-300x166.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure3-Flight-plan-of-the-acquisition-768x425.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure3-Flight-plan-of-the-acquisition-600x332.webp 600w\" sizes=\"(max-width: 1013px) 100vw, 1013px\" \/>\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-33712a9 elementor-widget elementor-widget-text-editor\" data-id=\"33712a9\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure3 Flight plan of the acquisition<\/span><\/em><\/span><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a9810cc elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"a9810cc\" data-element_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-548eb3d\" data-id=\"548eb3d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0a1a493 elementor-widget elementor-widget-text-editor\" data-id=\"0a1a493\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">Project Parameters<\/span>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b9bd1fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b9bd1fe\" data-element_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-top-column elementor-element elementor-element-f44fefb\" data-id=\"f44fefb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d11e53f elementor-widget elementor-widget-text-editor\" data-id=\"d11e53f\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 14pt; color: #000000;\"><i>1.Equipment<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bff0c6 elementor-widget elementor-widget-text-editor\" data-id=\"1bff0c6\" data-element_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<p>Apus-MX UAV LiDAR\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 DJI M350\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 RTKCORS Network\u00a0<\/p>\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-top-column elementor-element elementor-element-838685b\" data-id=\"838685b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-249937c elementor-widget elementor-widget-text-editor\" data-id=\"249937c\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 14pt; color: #000000;\"><i>2.Software<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-595a294 elementor-widget elementor-widget-text-editor\" data-id=\"595a294\" data-element_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<p>Sat-LiDAR<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a4f8b10 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a4f8b10\" data-element_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-0223b3d\" data-id=\"0223b3d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f345dc elementor-widget elementor-widget-text-editor\" data-id=\"7f345dc\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">Specification<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a1896d elementor-widget elementor-widget-image\" data-id=\"0a1896d\" data-element_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=\"640\" height=\"616\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification-768x739.webp\" class=\"attachment-medium_large size-medium_large wp-image-2499\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification-768x739.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification-300x289.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification-1024x986.webp 1024w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification-600x578.webp 600w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Table-1-Apus-MX-UAV-LiDAR-Specification.webp 1050w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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-e2b7ed4 elementor-widget elementor-widget-text-editor\" data-id=\"e2b7ed4\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Table 1 Apus-MX UAV LiDAR Specification <\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6817efa elementor-widget elementor-widget-text-editor\" data-id=\"6817efa\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">Technical route<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a834a2 elementor-widget elementor-widget-image\" data-id=\"0a834a2\" data-element_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=\"640\" height=\"603\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure4-Technical-route-768x724.webp\" class=\"attachment-medium_large size-medium_large wp-image-2500\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure4-Technical-route-768x724.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure4-Technical-route-300x283.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure4-Technical-route-600x566.webp 600w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure4-Technical-route.webp 1013w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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-ea13aa2 elementor-widget elementor-widget-text-editor\" data-id=\"ea13aa2\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure4 Technical route<\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fadfaf elementor-widget elementor-widget-text-editor\" data-id=\"2fadfaf\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">Sat-LiDAR software can automatically solve the collected point cloud data, outputting high-precision color point clouds. By filtering the point cloud data, ground points and their terrain feature classification data in the mining area can be obtained, which can then be used to produce DEM, DSM, contour lines, and other results. Additionally, the software supports multi-phase volume calculation of the mine using TIN grid. It also includes features such as data accuracy inspection, strip adjustment, noise filtering, classification, and point cloud tiling processing.<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b553ef elementor-widget elementor-widget-text-editor\" data-id=\"8b553ef\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 18pt; color: #000000;\"><i>Results<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fddecab elementor-widget elementor-widget-text-editor\" data-id=\"fddecab\" data-element_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<span style=\"font-family: Avenir, Medium;color:#000000;\">The project results data: overall point cloud density: an average of 127 points\/square meter, ground points under vegetation are continuous and dense, and the point cloud accuracy is better than 2cm, meeting the needs of this customer project.<\/span>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-411fac6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"411fac6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-8c971f5\" data-id=\"8c971f5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51f7325 elementor-widget elementor-widget-image\" data-id=\"51f7325\" data-element_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=\"499\" height=\"293\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure5-Point-cloud-density-1.webp\" class=\"attachment-large size-large wp-image-2504\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure5-Point-cloud-density-1.webp 499w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure5-Point-cloud-density-1-300x176.webp 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/>\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-7a9af65 elementor-widget elementor-widget-text-editor\" data-id=\"7a9af65\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure5 Point cloud density<\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d8023f elementor-widget elementor-widget-image\" data-id=\"7d8023f\" data-element_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=\"499\" height=\"220\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure8-DEM-result-.webp\" class=\"attachment-large size-large wp-image-2509\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure8-DEM-result-.webp 499w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure8-DEM-result--300x132.webp 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/>\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-1e9b93d elementor-widget elementor-widget-text-editor\" data-id=\"1e9b93d\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure8 DEM result<\/span><\/em><\/span><\/p>\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-33 elementor-top-column elementor-element elementor-element-7216285\" data-id=\"7216285\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59cd0f5 elementor-widget elementor-widget-image\" data-id=\"59cd0f5\" data-element_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=\"499\" height=\"293\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure6-Point-cloud-thickness-1.webp\" class=\"attachment-large size-large wp-image-2505\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure6-Point-cloud-thickness-1.webp 499w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure6-Point-cloud-thickness-1-300x176.webp 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/>\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-6a68a64 elementor-widget elementor-widget-text-editor\" data-id=\"6a68a64\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure6 Point cloud thickness<\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d344d66 elementor-widget elementor-widget-image\" data-id=\"d344d66\" data-element_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=\"640\" height=\"278\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure9-DOM-result.webp\" class=\"attachment-large size-large wp-image-2510\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure9-DOM-result.webp 1008w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure9-DOM-result-300x130.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure9-DOM-result-768x334.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure9-DOM-result-600x261.webp 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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-395d5bc elementor-widget elementor-widget-text-editor\" data-id=\"395d5bc\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure9 DOM result<\/span><\/em><\/span><\/p>\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-33 elementor-top-column elementor-element elementor-element-542e095\" data-id=\"542e095\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-789308f elementor-widget elementor-widget-image\" data-id=\"789308f\" data-element_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=\"499\" height=\"293\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure7Point-cloud-result.webp\" class=\"attachment-large size-large wp-image-2508\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure7Point-cloud-result.webp 499w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure7Point-cloud-result-300x176.webp 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/>\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-a403d8d elementor-widget elementor-widget-text-editor\" data-id=\"a403d8d\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure7 Point cloud result<\/span><\/em><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48d11c5 elementor-widget elementor-widget-image\" data-id=\"48d11c5\" data-element_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=\"640\" height=\"274\" src=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect-1024x439.webp\" class=\"attachment-large size-large wp-image-2511\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect-1024x439.webp 1024w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect-300x129.webp 300w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect-768x329.webp 768w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect-600x257.webp 600w, https:\/\/www.satlabgeo.com\/wp-content\/uploads\/2025\/05\/Figure10-Vegetation-penetration-effect.webp 1034w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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-549f857 elementor-widget elementor-widget-text-editor\" data-id=\"549f857\" data-element_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<p style=\"text-align: center;\"><span style=\"font-size: 12pt;\"><em><span style=\"font-family: Avenir, Medium; color: #919191;\">Figure10 Vegetation penetration effect<\/span><\/em><\/span><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cbab680 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cbab680\" data-element_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-9b03869\" data-id=\"9b03869\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-04b94ac elementor-widget elementor-widget-text-editor\" data-id=\"04b94ac\" data-element_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<div><strong><span style=\"font-family: Avenir, Medium; font-size: 18pt; color: #000000;\"><i>Conclusion<\/i><\/span><\/strong><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c4ee09 elementor-widget elementor-widget-text-editor\" data-id=\"2c4ee09\" data-element_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<span style=\"font-family: Avenir, Medium; color: #000000;\">The Apus-MX UAV LiDAR System used in this project is compatible with the DJI drone system. It collects data in the debris flow disaster area efficiently and without contact. The system can measure up to 1200 meters at a 60% reflectivity and has a laser pulse rate of 550,000 shots per second. This improves work efficiency and ensures complete coverage of the survey area with high point cloud density. Even in dense vegetation, it accurately captures ground points.<\/span>\n\n<span style=\"font-family: Avenir, Medium; color: #000000;\"> With SatLab Sat-LiDAR full-process data processing software, the system can generate various terrain results with a single click. It provides customers with one-stop data services. The data analysis offers accurate and reliable support for investigating geomorphic features, surface deformation, vegetation coverage, and hydrological characteristics in the debris flow disaster area.<\/span>\n\n<div role=\"form\" class=\"wpcf7\" id=\"wpcf7-f2414-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/in\/wp-json\/wp\/v2\/industries\/2488#wpcf7-f2414-o1\" method=\"post\" class=\"wpcf7-form init\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/in\/wp-json\/wp\/v2\/industries\/2488#wpcf7-f2414-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"2414\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.6.3\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f2414-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_hidden_group_fields\" value=\"[]\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_hidden_groups\" value=\"[]\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_visible_groups\" value=\"[]\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_repeaters\" value=\"[]\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_steps\" value=\"{}\" \/>\n<input type=\"hidden\" name=\"_wpcf7cf_options\" value=\"{&quot;form_id&quot;:2414,&quot;conditions&quot;:[{&quot;then_field&quot;:&quot;-1&quot;,&quot;and_rules&quot;:[{&quot;if_field&quot;:&quot;-1&quot;,&quot;operator&quot;:&quot;equals&quot;,&quot;if_value&quot;:&quot;Product Inquiry&quot;}]}],&quot;settings&quot;:{&quot;animation&quot;:&quot;yes&quot;,&quot;animation_intime&quot;:200,&quot;animation_outtime&quot;:200,&quot;conditions_ui&quot;:&quot;normal&quot;,&quot;notice_dismissed&quot;:false}}\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<div class=\"row\">\n    <div class=\"col-lg-12 text-center mb-4 pt-4\"><h4><b>Get In Touch With Us<\/b><\/h4><\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group\">\n            <label>Name: <strong>*<\/strong><\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input type=\"text\" name=\"first-name\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required form-control\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Name\" \/><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group\">\n            <label>Contact Number: <strong>*<\/strong><\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"contact-number\"><input type=\"number\" name=\"contact-number\" value=\"\" class=\"wpcf7-form-control wpcf7-number wpcf7-validates-as-number form-control\" aria-invalid=\"false\" placeholder=\"Enter your contact number here\u2026\" \/><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group\">\n            <label>Email Address: <strong>*<\/strong><\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"email-address\"><input type=\"email\" name=\"email-address\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-email wpcf7-validates-as-required wpcf7-validates-as-email form-control\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Enter your email address here\u2026\" \/><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group\">\n            <label>Company: <strong>*<\/strong><\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"company-name\"><input type=\"text\" name=\"company-name\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required form-control\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Enter your company here\u2026\" \/><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group select-box\">\n            <label>Country\/Region: <strong>*<\/strong><\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"country-name\"><select name=\"country-name\" class=\"wpcf7-form-control wpcf7-select form-control\" aria-invalid=\"false\"><option value=\"\">Enter your country\/region here\u2026<\/option><option value=\"Afghanistan\">Afghanistan<\/option><option value=\"Albania\">Albania<\/option><option value=\"Algeria\">Algeria<\/option><option value=\"American Samoa\">American Samoa<\/option><option value=\"Andorra\">Andorra<\/option><option value=\"Angola\">Angola<\/option><option value=\"Anguilla\">Anguilla<\/option><option value=\"Antarctica\">Antarctica<\/option><option value=\"Antigua and Barbuda\">Antigua and Barbuda<\/option><option value=\"Argentina\">Argentina<\/option><option value=\"Armenia\">Armenia<\/option><option value=\"Aruban\">Aruban<\/option><option value=\"Australia\">Australia<\/option><option value=\"Austria\">Austria<\/option><option value=\"Azerbaijan\">Azerbaijan<\/option><option value=\"Bahamas\">Bahamas<\/option><option value=\"Bahrain\">Bahrain<\/option><option value=\"Bangladesh\">Bangladesh<\/option><option value=\"Barbados\">Barbados<\/option><option value=\"Belarus\">Belarus<\/option><option value=\"Belgium\">Belgium<\/option><option value=\"Belize\">Belize<\/option><option value=\"Benin\">Benin<\/option><option value=\"Bermuda\">Bermuda<\/option><option value=\"Bhutan\">Bhutan<\/option><option value=\"Bolivia\">Bolivia<\/option><option value=\"Bosnia and Herzegovina\">Bosnia and Herzegovina<\/option><option value=\"Botswana\">Botswana<\/option><option value=\"Bouvet Island\">Bouvet Island<\/option><option value=\"Brazil\">Brazil<\/option><option value=\"British Indian Ocean Territory\">British Indian Ocean Territory<\/option><option value=\"British Virgin Islands\">British Virgin Islands<\/option><option value=\"Brunei\">Brunei<\/option><option value=\"Bulgaria\">Bulgaria<\/option><option value=\"Burkina Faso\">Burkina Faso<\/option><option value=\"Burundi\">Burundi<\/option><option value=\"Cambodia\">Cambodia<\/option><option value=\"Cameroon\">Cameroon<\/option><option value=\"Canada\">Canada<\/option><option value=\"Cape Verde\">Cape Verde<\/option><option value=\"Cayman Islands\">Cayman Islands<\/option><option value=\"Central African Republic\">Central African Republic<\/option><option value=\"Chad\">Chad<\/option><option value=\"Chile\">Chile<\/option><option value=\"China\">China<\/option><option value=\"Christmas Island\">Christmas Island<\/option><option value=\"Cocos Islands\">Cocos Islands<\/option><option value=\"Colombia\">Colombia<\/option><option value=\"Comoros\">Comoros<\/option><option value=\"Congo\">Congo<\/option><option value=\"Cook Islands\">Cook Islands<\/option><option value=\"Costa Rica\">Costa Rica<\/option><option value=\"Croatia\">Croatia<\/option><option value=\"Cuba\">Cuba<\/option><option value=\"Cyprus\">Cyprus<\/option><option value=\"Czech Republic\">Czech Republic<\/option><option value=\"Cote d&#039;Ivoire\">Cote d&#039;Ivoire<\/option><option value=\"Denmark\">Denmark<\/option><option value=\"Djibouti\">Djibouti<\/option><option value=\"Dominica\">Dominica<\/option><option value=\"Dominican Republic\">Dominican Republic<\/option><option value=\"Ecuador\">Ecuador<\/option><option value=\"Egypt\">Egypt<\/option><option value=\"El Salvador\">El Salvador<\/option><option value=\"Equatorial Guinea\">Equatorial Guinea<\/option><option value=\"Eritrea\">Eritrea<\/option><option value=\"Estonia\">Estonia<\/option><option value=\"Ethiopia\">Ethiopia<\/option><option value=\"Falkland Islands\">Falkland Islands<\/option><option value=\"Faroe Islands\">Faroe Islands<\/option><option value=\"Fiji\">Fiji<\/option><option value=\"Finland\">Finland<\/option><option value=\"France\">France<\/option><option value=\"French Guiana\">French Guiana<\/option><option value=\"French Polynesia\">French Polynesia<\/option><option value=\"French Southern Territories\">French Southern Territories<\/option><option value=\"Gabon\">Gabon<\/option><option value=\"Gambia\">Gambia<\/option><option value=\"Georgia\">Georgia<\/option><option value=\"Germany\">Germany<\/option><option value=\"Ghana\">Ghana<\/option><option value=\"Gibraltar\">Gibraltar<\/option><option value=\"Greece\">Greece<\/option><option value=\"Greenland\">Greenland<\/option><option value=\"Grenada\">Grenada<\/option><option value=\"Guadeloupe\">Guadeloupe<\/option><option value=\"Guam\">Guam<\/option><option value=\"Guatemala\">Guatemala<\/option><option value=\"Guernsey\">Guernsey<\/option><option value=\"Guinea\">Guinea<\/option><option value=\"GuineaBissau\">GuineaBissau<\/option><option value=\"Guyana\">Guyana<\/option><option value=\"Haiti\">Haiti<\/option><option value=\"Heard Island and McDonald Islands\">Heard Island and McDonald Islands<\/option><option value=\"Honduras\">Honduras<\/option><option value=\"Hong Kong\">Hong Kong<\/option><option value=\"Hungary\">Hungary<\/option><option value=\"Iceland\">Iceland<\/option><option value=\"India\">India<\/option><option value=\"Indonesia\">Indonesia<\/option><option value=\"Iran\">Iran<\/option><option value=\"Iraq\">Iraq<\/option><option value=\"Ireland\">Ireland<\/option><option value=\"Israel\">Israel<\/option><option value=\"Italy\">Italy<\/option><option value=\"Jamaica\">Jamaica<\/option><option value=\"Japan\">Japan<\/option><option value=\"Jersey\">Jersey<\/option><option value=\"Jordan\">Jordan<\/option><option value=\"Kazakhstan\">Kazakhstan<\/option><option value=\"Kenya\">Kenya<\/option><option value=\"Kiribati\">Kiribati<\/option><option value=\"Kosovo\">Kosovo<\/option><option value=\"Kuwt\">Kuwt<\/option><option value=\"Kyrgyzstan\">Kyrgyzstan<\/option><option value=\"Laos\">Laos<\/option><option value=\"Latvia\">Latvia<\/option><option value=\"Lebanon\">Lebanon<\/option><option value=\"Lesotho\">Lesotho<\/option><option value=\"Liberia\">Liberia<\/option><option value=\"Libya\">Libya<\/option><option value=\"Liechtenstein\">Liechtenstein<\/option><option value=\"Lithuania\">Lithuania<\/option><option value=\"Luxembourg\">Luxembourg<\/option><option value=\"Macao\">Macao<\/option><option value=\"North Macedonia\">North Macedonia<\/option><option value=\"Madagascar\">Madagascar<\/option><option value=\"Malawi\">Malawi<\/option><option value=\"Malaysia\">Malaysia<\/option><option value=\"Maldives\">Maldives<\/option><option value=\"Mali\">Mali<\/option><option value=\"Malta\">Malta<\/option><option value=\"Marshall Islands\">Marshall Islands<\/option><option value=\"Martinique\">Martinique<\/option><option value=\"Mauritania\">Mauritania<\/option><option value=\"Mauritius\">Mauritius<\/option><option value=\"Mayotte\">Mayotte<\/option><option value=\"Mexico\">Mexico<\/option><option value=\"Micronesia\">Micronesia<\/option><option value=\"Moldova\">Moldova<\/option><option value=\"Monaco\">Monaco<\/option><option value=\"Mongolia\">Mongolia<\/option><option value=\"Montenegro\">Montenegro<\/option><option value=\"Montserrat\">Montserrat<\/option><option value=\"Morocco\">Morocco<\/option><option value=\"Mozambique\">Mozambique<\/option><option value=\"Myanmar\">Myanmar<\/option><option value=\"Namibia\">Namibia<\/option><option value=\"Nauru\">Nauru<\/option><option value=\"Nepal\">Nepal<\/option><option value=\"Netherlands\">Netherlands<\/option><option value=\"Netherlands Antilles\">Netherlands Antilles<\/option><option value=\"New Caledonia\">New Caledonia<\/option><option value=\"New Zealand\">New Zealand<\/option><option value=\"Nicaragua\">Nicaragua<\/option><option value=\"Niger\">Niger<\/option><option value=\"Nigeria\">Nigeria<\/option><option value=\"Niue\">Niue<\/option><option value=\"Norfolk Island\">Norfolk Island<\/option><option value=\"North Korea\">North Korea<\/option><option value=\"Northern Ireland\">Northern Ireland<\/option><option value=\"Northern Mariana Islands\">Northern Mariana Islands<\/option><option value=\"Norway\">Norway<\/option><option value=\"Oman\">Oman<\/option><option value=\"Pakistan\">Pakistan<\/option><option value=\"Palau\">Palau<\/option><option value=\"Palestine\">Palestine<\/option><option value=\"Panama\">Panama<\/option><option value=\"Papua New Guinea\">Papua New Guinea<\/option><option value=\"Paraguay\">Paraguay<\/option><option value=\"Peru\">Peru<\/option><option value=\"Philippines\">Philippines<\/option><option value=\"Pitcairn\">Pitcairn<\/option><option value=\"Poland\">Poland<\/option><option value=\"Portugal\">Portugal<\/option><option value=\"Puerto Rico\">Puerto Rico<\/option><option value=\"Qatar\">Qatar<\/option><option value=\"Reunion\">Reunion<\/option><option value=\"Romania\">Romania<\/option><option value=\"Russia\">Russia<\/option><option value=\"Rwanda\">Rwanda<\/option><option value=\"Saint Helena\">Saint Helena<\/option><option value=\"Saint Kitts and Nevis\">Saint Kitts and Nevis<\/option><option value=\"Saint Lucia\">Saint Lucia<\/option><option value=\"Saint Pierre and Miquelon\">Saint Pierre and Miquelon<\/option><option value=\"Saint Vincent and the Grenadines\">Saint Vincent and the Grenadines<\/option><option value=\"Samoa\">Samoa<\/option><option value=\"San Marino\">San Marino<\/option><option value=\"Sao Tome and Principe\">Sao Tome and Principe<\/option><option value=\"Saudi Arabia\">Saudi Arabia<\/option><option value=\"Senegal\">Senegal<\/option><option value=\"Serbia\">Serbia<\/option><option value=\"Serbia and Montenegro\">Serbia and Montenegro<\/option><option value=\"Seychelles\">Seychelles<\/option><option value=\"Sierra Leone\">Sierra Leone<\/option><option value=\"Singapore\">Singapore<\/option><option value=\"Slovakia\">Slovakia<\/option><option value=\"Slovenia\">Slovenia<\/option><option value=\"Solomon Islands\">Solomon Islands<\/option><option value=\"Somalia\">Somalia<\/option><option value=\"South Africa\">South Africa<\/option><option value=\"South Georgia and the South Sandwich Islands\">South Georgia and the South Sandwich Islands<\/option><option value=\"South Korea\">South Korea<\/option><option value=\"Spain\">Spain<\/option><option value=\"Sri Lanka\">Sri Lanka<\/option><option value=\"Sudan\">Sudan<\/option><option value=\"Suriname\">Suriname<\/option><option value=\"Svalbard and Jan Mayen\">Svalbard and Jan Mayen<\/option><option value=\"Eswatini\">Eswatini<\/option><option value=\"Sweden\">Sweden<\/option><option value=\"Switzerland\">Switzerland<\/option><option value=\"Syria\">Syria<\/option><option value=\"Taiwan\">Taiwan<\/option><option value=\"Tajikistan\">Tajikistan<\/option><option value=\"Tanzania\">Tanzania<\/option><option value=\"Thailand\">Thailand<\/option><option value=\"The Democratic Republic of Congo\">The Democratic Republic of Congo<\/option><option value=\"Timor-Leste\">Timor-Leste<\/option><option value=\"Togo\">Togo<\/option><option value=\"Tokelau\">Tokelau<\/option><option value=\"Tonga\">Tonga<\/option><option value=\"Trinidad and Tobago\">Trinidad and Tobago<\/option><option value=\"Tunisia\">Tunisia<\/option><option value=\"Turkey\">Turkey<\/option><option value=\"Turkmenistan\">Turkmenistan<\/option><option value=\"Turks and Caicos Islands\">Turks and Caicos Islands<\/option><option value=\"Tuvalu\">Tuvalu<\/option><option value=\"Virgin Islands\">Virgin Islands<\/option><option value=\"Uganda\">Uganda<\/option><option value=\"Ukraine\">Ukraine<\/option><option value=\"United Arab Emirates\">United Arab Emirates<\/option><option value=\"United Kingdom\">United Kingdom<\/option><option value=\"United States\">United States<\/option><option value=\"United States Minor Outlying Islands\">United States Minor Outlying Islands<\/option><option value=\"Uruguay\">Uruguay<\/option><option value=\"Uzbekistan\">Uzbekistan<\/option><option value=\"Vanuatu\">Vanuatu<\/option><option value=\"Vatican\">Vatican<\/option><option value=\"Venezuela\">Venezuela<\/option><option value=\"Vietnam\">Vietnam<\/option><option value=\"Wallis and Futuna\">Wallis and Futuna<\/option><option value=\"Western Sahara\">Western Sahara<\/option><option value=\"Yemen\">Yemen<\/option><option value=\"Zambia\">Zambia<\/option><option value=\"Zimbabwe\">Zimbabwe<\/option><option value=\"Aland Islands\">Aland Islands<\/option><\/select><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-6\">\n        <div class=\"form-group\">\n            <label>Case Study:<\/label>\n             <span class=\"wpcf7-form-control-wrap event-name\"><input type=\"text\" name=\"event-name\" value=\"Apus-MX LiDAR Empowering Debris Flow Disaster Investigation\" size=\"40\" class=\"wpcf7-form-control wpcf7dtx-dynamictext wpcf7-dynamictext form-control\" readonly=\"readonly\" aria-invalid=\"false\" \/><\/span>\n        <\/div>\n    <\/div> \n    <div class=\"col-lg-12\">\n        <div class=\"form-group\">\n            <label>Message:<\/label>\n            <span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea name=\"message\" cols=\"40\" rows=\"5\" class=\"wpcf7-form-control wpcf7-textarea form-control\" aria-invalid=\"false\" placeholder=\"Type here\u2026\"><\/textarea><\/span>\n        <\/div>\n    <\/div>\n    <div class=\"col-lg-12\"> \n        <button class=\"submit wpcf7-form-control has-spinner wpcf7-submit\">Submit <i class=\"fas fa-paper-plane\"><\/i><\/button>\n    <\/div>\n<\/div>\n&copy; [_site_title] ([_site_url])<div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"in\"\/><\/form><\/div>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Debris flows are most frequent in summer and autumn. During this period, increased rainfall, heavy storms, and prolonged precipitation provide abundant water, triggering debris flow events. <\/p>","protected":false},"featured_media":0,"parent":0,"template":"","meta":{"_links_to":"","_links_to_target":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Apus-MX LiDAR Empowering Debris Flow Disaster Investigation | Global Satellite Positioning Solutions | SatLab Geosolutions AB<\/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:\/\/www.satlabgeo.com\/in\/industries\/debris-flow-disaster-investigation\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Apus-MX LiDAR Empowering Debris Flow Disaster Investigation | Global Satellite Positioning Solutions | SatLab Geosolutions AB\" \/>\n<meta property=\"og:description\" content=\"Debris flows are most frequent in summer and autumn. 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