{"id":6311,"date":"2015-08-23T18:23:51","date_gmt":"2015-08-23T23:23:51","guid":{"rendered":"http:\/\/gisgeography.com\/?p=6311"},"modified":"2025-03-29T12:35:37","modified_gmt":"2025-03-29T17:35:37","slug":"lidar-light-detection-and-ranging","status":"publish","type":"post","link":"https:\/\/gisgeography.com\/lidar-light-detection-and-ranging\/","title":{"rendered":"A Complete Guide to LiDAR: Light Detection and Ranging"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"535\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR.jpg\" alt=\"Capitol Building LiDAR\" class=\"wp-image-96192\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR.jpg 1000w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-300x161.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-678x363.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-768x411.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">LiDAR 101<\/h2>\n\n\n\n<p>LiDAR is fundamentally a <strong>distance technology<\/strong>. From an airplane or helicopter, LiDAR systems send light to the ground.<\/p>\n\n\n\n<p>This pulse hits the ground and returns to the sensor. Then, it measures how long it takes for the light to return to the sensor.<\/p>\n\n\n\n<p>Recording the <strong>return time<\/strong> is how LiDAR measures distance. In fact, this is also how LiDAR got its name \u2013 Light Detection and Ranging.<\/p>\n\n\n\n<div style=\"height:1px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-default\"\/>\n\n\n\n<blockquote class=\"wp-block-quote has-text-align-center is-style-large is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-medium-font-size\">LiDAR (Light Detection and Ranging) works by emitting laser pulses and measuring the time it takes for the reflected light to return.<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-default\"\/>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">How LiDAR Works<\/h2>\n\n\n\n<p>LiDAR is a sampling tool. What I mean by that is that it sends over <strong>160,000 pulses<\/strong> per second. For every second, each 1-meter pixel gets about 15 pulses. This is why LiDAR point clouds create millions of points.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-medium-large\"><img loading=\"lazy\" decoding=\"async\" width=\"425\" height=\"185\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-425x185.png\" alt=\"Airborne Light Detection and Ranging (LiDAR) \" class=\"wp-image-6820\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-425x185.png 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-300x131.png 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-678x296.png 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-50x22.png 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-80x35.png 80w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-200x87.png 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-550x240.png 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-115x50.png 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane-355x155.png 355w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-plane.png 731w\" sizes=\"auto, (max-width: 425px) 100vw, 425px\" \/><\/figure>\n<\/div>\n\n\n<p>LiDAR systems are very accurate because it\u2019s being controlled in a platform. For example, accuracy is only about 15 cm vertically and 40 cm horizontally.<\/p>\n\n\n\n<p>As a plane travels in the air, LiDAR units scan the ground from side to side. While some pulses will be directly below at nadir, most pulses travel at an angle (off-nadir). So when a LiDAR system calculates elevation, it also <strong>accounts for the angle<\/strong>.<\/p>\n\n\n\n<p>Typically, linear LiDAR has a swath width of 3,300 ft. But new technologies like Geiger LiDAR can scan widths of 16,000 ft. This type of LiDAR can cover much wider footprints compared to traditional LiDAR.<\/p>\n\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6311_ecc185-cd{margin-top:25px;margin-bottom:25px;}.kb-row-layout-id6311_ecc185-cd > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6311_ecc185-cd > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6311_ecc185-cd > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-sm, 1rem);padding-top:5px;padding-right:30px;padding-bottom:5px;padding-left:30px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_ecc185-cd{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}.kb-row-layout-id6311_ecc185-cd > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6311_ecc185-cd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6311_ecc185-cd{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}}@media all and (max-width: 767px){.kb-row-layout-id6311_ecc185-cd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_ecc185-cd{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6311_ecc185-cd alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col,.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6311_d19dbc-c5{position:relative;}@media all and (max-width: 1024px){.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6311_d19dbc-c5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6311_d19dbc-c5 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4, .wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4[data-kb-block=\"kb-adv-heading6311_f81919-b4\"]{padding-top:10px;padding-bottom:15px;font-size:20px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4[data-kb-block=\"kb-adv-heading6311_f81919-b4\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6311_f81919-b4[data-kb-block=\"kb-adv-heading6311_f81919-b4\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<div class=\"kt-adv-heading6311_f81919-b4 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6311_f81919-b4\"><strong>Learn more about LiDAR<\/strong><\/div>\n\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6311_bc96e6-16{margin-top:0px;margin-bottom:0px;}.kb-row-layout-id6311_bc96e6-16 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6311_bc96e6-16 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6311_bc96e6-16 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-sm, 1rem);padding-top:0px;padding-bottom:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_bc96e6-16 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6311_bc96e6-16 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6311_bc96e6-16 > .kt-row-column-wrap{padding-bottom:5px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6311_bc96e6-16 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6311_98a6a5-3b > .kt-inside-inner-col{padding-top:0px;padding-bottom:0px;}.kadence-column6311_98a6a5-3b > .kt-inside-inner-col,.kadence-column6311_98a6a5-3b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6311_98a6a5-3b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6311_98a6a5-3b > .kt-inside-inner-col{flex-direction:column;}.kadence-column6311_98a6a5-3b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6311_98a6a5-3b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6311_98a6a5-3b{position:relative;}.kadence-column6311_98a6a5-3b, .kt-inside-inner-col > .kadence-column6311_98a6a5-3b:not(.specificity){margin-top:0px;margin-bottom:0px;}@media all and (max-width: 1024px){.kadence-column6311_98a6a5-3b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6311_98a6a5-3b > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6311_98a6a5-3b inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.kt-post-loop6311_8d0f89-df .kadence-post-image{padding-top:0px;padding-right:15px;padding-bottom:10px;padding-left:0px;}.kt-post-loop6311_8d0f89-df .kt-feat-image-align-left{grid-template-columns:30% auto;}.kt-post-loop6311_8d0f89-df .kt-post-grid-wrap{gap:5px 25px;}.kt-post-loop6311_8d0f89-df .kt-blocks-post-grid-item{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;overflow:hidden;}.kt-post-loop6311_8d0f89-df .kt-blocks-post-grid-item header{padding-top:0px;padding-right:0px;padding-bottom:10px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}.kt-post-loop6311_8d0f89-df .kt-blocks-post-grid-item .kt-blocks-above-categories{font-size:13px;line-height:20px;text-transform:uppercase;}.kt-post-loop6311_8d0f89-df .kt-blocks-post-grid-item .entry-title{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:18px;line-height:20px;}.kt-post-loop6311_8d0f89-df .entry-content{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:14px;line-height:24px;}.kt-post-loop6311_8d0f89-df .kt-blocks-post-footer{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:12px;line-height:20px;text-transform:uppercase;}.kt-post-loop6311_8d0f89-df .entry-content:after{height:0px;}.kt-post-loop6311_8d0f89-df .kb-filter-item{border-top-width:0px;border-right-width:0px;border-bottom-width:2px;border-left-width:0px;padding-top:5px;padding-right:8px;padding-bottom:5px;padding-left:8px;margin-top:0px;margin-right:10px;margin-bottom:0px;margin-left:0px;}<\/style><div class=\"wp-block-kadence-postgrid kt-blocks-post-loop-block alignnone kt-post-loop6311_8d0f89-df kt-post-grid-layout-grid \"><div class=\"kt-post-grid-layout-grid-wrap kt-post-grid-wrap\" data-columns-xxl=\"2\" data-columns-xl=\"2\" data-columns-md=\"2\" data-columns-sm=\"2\" data-columns-xs=\"1\" data-columns-ss=\"1\"data-item-selector=\".kt-post-masonry-item\" aria-label=\"Post Carousel\"><article class=\"kt-blocks-post-grid-item post-2940 post type-post status-publish format-standard has-post-thumbnail hentry category-data-sources tag-lidar\"><div class=\"kt-blocks-post-grid-item-inner-wrap kt-feat-image-align-left kt-feat-image-mobile-align-side\"><div class=\"kadence-post-image\"><div class=\"kadence-post-image-intrisic kt-image-ratio-nocrop\" style=\"padding-bottom:50%;\"><div class=\"kadence-post-image-inner-intrisic\"><a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" href=\"https:\/\/gisgeography.com\/top-6-free-lidar-data-sources\/\" aria-label=\"Top 6 Free LiDAR Data Sources\" class=\"kadence-post-image-inner-wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"100\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-200x100.jpg\" class=\"attachment-Small Size size-Small Size wp-post-image\" alt=\"LiDAR Point Cloud\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-200x100.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-300x149.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-678x338.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-768x383.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-50x25.jpg 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-425x212.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-550x274.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-115x57.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-850x424.jpg 850w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge-311x155.jpg 311w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/01\/3dview2_bridge.jpg 1180w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/a><\/div><\/div><\/div><div class=\"kt-blocks-post-grid-item-inner\"><header><h6 class=\"entry-title\"><a href=\"https:\/\/gisgeography.com\/top-6-free-lidar-data-sources\/\">Top 6 Free LiDAR Data Sources<\/a><\/h6><div class=\"kt-blocks-post-top-meta\"><\/div><\/header><div class=\"entry-content\"><\/div><footer class=\"kt-blocks-post-footer\"><div class=\"kt-blocks-post-footer-left\"><\/div><div class=\"kt-blocks-post-footer-right\"><\/div><\/footer><\/div><\/div><\/article><article class=\"kt-blocks-post-grid-item post-47617 post type-post status-publish format-standard has-post-thumbnail hentry category-gis-career tag-lidar\"><div class=\"kt-blocks-post-grid-item-inner-wrap kt-feat-image-align-left kt-feat-image-mobile-align-side\"><div class=\"kadence-post-image\"><div class=\"kadence-post-image-intrisic kt-image-ratio-nocrop\" style=\"padding-bottom:52.5%;\"><div class=\"kadence-post-image-inner-intrisic\"><a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" href=\"https:\/\/gisgeography.com\/lidar-uses-applications\/\" aria-label=\"15 LiDAR Uses and Applications\" class=\"kadence-post-image-inner-wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"105\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-200x105.jpg\" class=\"attachment-Small Size size-Small Size wp-post-image\" alt=\"LiDAR Uses Applications\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-200x105.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-300x158.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-678x357.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-768x404.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-50x26.jpg 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-425x224.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-550x290.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-135x70.jpg 135w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-115x61.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-1265x666.jpg 1265w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications-360x190.jpg 360w, https:\/\/gisgeography.com\/wp-content\/uploads\/2020\/12\/LiDAR-Uses-Applications.jpg 1337w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/a><\/div><\/div><\/div><div class=\"kt-blocks-post-grid-item-inner\"><header><h6 class=\"entry-title\"><a href=\"https:\/\/gisgeography.com\/lidar-uses-applications\/\">15 LiDAR Uses and Applications<\/a><\/h6><div class=\"kt-blocks-post-top-meta\"><\/div><\/header><div class=\"entry-content\"><\/div><footer class=\"kt-blocks-post-footer\"><div class=\"kt-blocks-post-footer-left\"><\/div><div class=\"kt-blocks-post-footer-right\"><\/div><\/footer><\/div><\/div><\/article><\/div><\/div><!-- .wp-block-kadence-postgrid --><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">What Can LiDAR Generate?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Number of Returns<\/h3>\n\n\n\n<p>Imagine you\u2019re hiking in a forest. Then, you look up to the sky. If you can see light, this means that <strong>LiDAR pulses can go through too<\/strong>. Also, this means that LiDAR can hit the bare Earth or short vegetation.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"381\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-678x381.jpg\" alt=\"Forest LiDAR\" class=\"wp-image-6348\" style=\"width:450px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-678x381.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-300x169.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-768x431.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-50x28.jpg 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-580x326.jpg 580w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-174x98.jpg 174w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-70x40.jpg 70w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-200x112.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-425x239.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-550x309.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-115x65.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-1265x711.jpg 1265w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-850x477.jpg 850w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam-276x155.jpg 276w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/07\/forest-sunbeam.jpg 1280w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>A significant amount of light penetrates the forest canopy just like sunlight. But LiDAR won\u2019t necessarily only hit the bare ground. In a forested area, it can <strong>reflect off different parts of the forest<\/strong> until the pulse finally hits the ground.<\/p>\n\n\n\n<p>By using LiDAR to get bare ground points, you\u2019re <strong>not x-raying through vegetation<\/strong>. Instead, you\u2019re really peering through the gaps in the leaves. When it hits the branches, you get multiple hits or returns.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">2. Return Number<\/h3>\n\n\n\n<p>In a forest, the laser pulse goes downwards. When light hits different parts of the forest, you get the <strong>&#8220;return number&#8221;<\/strong>. For example, you&#8217;ll get the 1st, 2nd, and 3rd returns until it finally hits the bare ground. If there\u2019s no forest in the way, it will just hit the ground surface.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"558\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Number-Returns-678x558.jpg\" alt=\"Number of Returns\" class=\"wp-image-96317\" style=\"width:400px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Number-Returns-678x558.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Number-Returns-300x247.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Number-Returns-768x632.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Number-Returns.jpg 800w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>Sometimes a pulse of light doesn\u2019t reflect off one thing. As with the case of trees, one light pulse could have <strong>multiple returns<\/strong>. LiDAR systems can record information starting from the top of the canopy through the canopy all the way to the ground. This makes LiDAR valuable for interpreting the forest structure and shape of the trees.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">3. Digital Elevation Models<\/h3>\n\n\n\n<p>Digital Elevation Models (DEM) are bare earth (topographic) models of the Earth\u2019s surface. By using only ground returns, you can build a DEM. But this is different from <a href=\"https:\/\/gisgeography.com\/dem-dsm-dtm-differences\/\">Digital Terrain Models (DTM)<\/a> because DTMs incorporate contours.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"388\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-678x388.jpg\" alt=\"lidar dem\" class=\"wp-image-15447\" style=\"width:450px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-678x388.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-300x172.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-768x439.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-50x29.jpg 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-70x40.jpg 70w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-200x114.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-425x243.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-550x315.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-115x66.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-850x486.jpg 850w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem-271x155.jpg 271w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/11\/lidar-dem.jpg 1180w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>By using a DEM, you can generate additional products. For example, you can create:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Slope (rise or fall expressed in degrees or percent)<\/li>\n\n\n\n<li><a href=\"https:\/\/gisgeography.com\/slope-aspect-microclimate-south-facing\/\">Aspect<\/a> (slope direction)<\/li>\n\n\n\n<li>Hillshade (shaded relief considering illumination angle)<\/li>\n<\/ul>\n\n\n\n<p><strong>READ MORE<\/strong>: <a href=\"https:\/\/gisgeography.com\/free-global-dem-data-sources\/\" target=\"_blank\" rel=\"noopener noreferrer\">Free Global DEM Data Sources<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">4. Digital Surface Models<\/h3>\n\n\n\n<p>As you&#8217;ve learned, LiDAR peers through the forest. Eventually, the light reaches the ground. Then, we get a bare Earth return. But what about the first return that hits the tree?<\/p>\n\n\n\n<p>A Digital Surface Model (DSM) <strong>incorporates elevation from natural and built surfaces<\/strong>. For example, it adds elevation from buildings, tree canopies, powerlines, and other features.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"216\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-678x216.jpg\" alt=\"Digital Surface Model\" class=\"wp-image-20507\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-678x216.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-300x95.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-768x244.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-50x16.jpg 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-200x64.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-425x135.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-550x175.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-115x37.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model-850x270.jpg 850w, https:\/\/gisgeography.com\/wp-content\/uploads\/2019\/12\/Digital-Surface-Model.jpg 880w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">5. Canopy Height Model<\/h3>\n\n\n\n<p>Canopy Height Models (CHM) give you the <strong>true height of topographic features on the ground<\/strong>. We also call this type of elevation model a Normalized Digital Surface Model (nDSM).<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"558\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/CHM-678x558.jpg\" alt=\"CHM - Canopy Height Model\" class=\"wp-image-96318\" style=\"width:400px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/CHM-678x558.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/CHM-300x247.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/CHM-768x632.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/CHM.jpg 800w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>First, take the DSM which includes natural and built features like trees and buildings. Next, subtract these elevations from the bare Earth (DEM). When you subtract the two, you get a surface of features that represents real height from the ground.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">6. Light Intensity<\/h3>\n\n\n\n<p>The strength of LiDAR returns varies with the composition of the surface object reflecting the return. The reflective percentages are referred to as <strong>LiDAR intensity<\/strong>.<\/p>\n\n\n\n<p>But several factors affect light intensity. For example, range, incident angle, beam, receiver, and surface composition (especially) influence light intensity. An example is when the pulse is tilted further away, the return energy decreases.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"558\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Light-Intensity-678x558.jpg\" alt=\"Light Intensity\" class=\"wp-image-96319\" style=\"width:400px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Light-Intensity-678x558.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Light-Intensity-300x247.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Light-Intensity-768x632.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Light-Intensity.jpg 800w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>Light intensity is particularly useful in distinguishing features in <a href=\"https:\/\/gisgeography.com\/free-global-land-cover-land-use-data\/\">land use\/cover<\/a>. For example, impervious surfaces stand out the most in light intensity images. This is why light intensity is good for <a href=\"https:\/\/gisgeography.com\/image-classification-techniques-remote-sensing\/\">image classification<\/a> like <a href=\"https:\/\/gisgeography.com\/obia-object-based-image-analysis-geobia\/\">object-based image analysis<\/a>.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">7. Point Classification<\/h3>\n\n\n\n<p>There are a set of classification codes that the American Society for Photogrammetry and Remote Sensing (<a href=\"https:\/\/www.asprs.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ASPRS<\/a>) assigns for LiDAR point classification.<\/p>\n\n\n\n<p>For example, classes can include ground, vegetation (low, medium, and high), building and water, etc. Sometimes, point classification may fall into more than one category. If this is the case, vendors usually flag these points with <strong>secondary classes<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"558\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Point-Classification-678x558.jpg\" alt=\"Point Classification\" class=\"wp-image-96320\" style=\"width:400px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Point-Classification-678x558.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Point-Classification-300x247.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Point-Classification-768x632.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Point-Classification.jpg 800w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div>\n\n\n<p>Vendors may or may not classify LiDAR. The codes are generated by the reflected laser pulse in a semi-automatic way. Not all vendors add this LAS classification field. Actually, it is usually agreed upon in the contract beforehand.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Where are open and free LiDAR sources?<\/h2>\n\n\n\n<p>LiDAR data is a rare, precious resource. But thanks to open data programs, they are becoming more widely available.<\/p>\n\n\n\n<p>So where is the LiDAR data? Here is a list of the <a href=\"https:\/\/gisgeography.com\/top-6-free-lidar-data-sources\/\">top 6 free LiDAR data sources<\/a> for you to get a jump-start on your search.<\/p>\n\n\n\n<p>If you can&#8217;t find what you&#8217;re looking for, then most likely you will have to purchase LiDAR data. Vendors generally fly LiDAR commercially by helicopter, airplane, and drone.<\/p>\n\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6311_6e0629-e1{margin-top:25px;margin-bottom:25px;}.kb-row-layout-id6311_6e0629-e1 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6311_6e0629-e1 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6311_6e0629-e1 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-sm, 1rem);padding-top:5px;padding-right:30px;padding-bottom:5px;padding-left:30px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_6e0629-e1{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}.kb-row-layout-id6311_6e0629-e1 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6311_6e0629-e1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6311_6e0629-e1{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}}@media all and (max-width: 767px){.kb-row-layout-id6311_6e0629-e1 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_6e0629-e1{border-top:1px solid #dedede;border-right:1px solid #dedede;border-bottom:1px solid #dedede;border-left:1px solid #dedede;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6311_6e0629-e1 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6311_4c488a-05 > .kt-inside-inner-col,.kadence-column6311_4c488a-05 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6311_4c488a-05 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6311_4c488a-05 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6311_4c488a-05 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6311_4c488a-05 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6311_4c488a-05{position:relative;}@media all and (max-width: 1024px){.kadence-column6311_4c488a-05 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6311_4c488a-05 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6311_4c488a-05 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df, .wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df[data-kb-block=\"kb-adv-heading6311_a32eee-df\"]{padding-top:10px;padding-bottom:15px;font-size:20px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df[data-kb-block=\"kb-adv-heading6311_a32eee-df\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading6311_a32eee-df[data-kb-block=\"kb-adv-heading6311_a32eee-df\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<div class=\"kt-adv-heading6311_a32eee-df wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6311_a32eee-df\"><strong>Learn more about LiDAR<\/strong><\/div>\n\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6311_0db4af-da{margin-top:0px;margin-bottom:0px;}.kb-row-layout-id6311_0db4af-da > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6311_0db4af-da > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6311_0db4af-da > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-sm, 1rem);padding-top:0px;padding-bottom:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6311_0db4af-da > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6311_0db4af-da > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6311_0db4af-da > .kt-row-column-wrap{padding-bottom:5px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6311_0db4af-da alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col{padding-top:0px;padding-bottom:0px;}.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col,.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6311_4e6fb6-88{position:relative;}.kadence-column6311_4e6fb6-88, .kt-inside-inner-col > .kadence-column6311_4e6fb6-88:not(.specificity){margin-top:0px;margin-bottom:0px;}@media all and (max-width: 1024px){.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column6311_4e6fb6-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6311_4e6fb6-88 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.kt-post-loop6311_4b7af9-95 .kadence-post-image{padding-top:0px;padding-right:15px;padding-bottom:10px;padding-left:0px;}.kt-post-loop6311_4b7af9-95 .kt-feat-image-align-left{grid-template-columns:30% auto;}.kt-post-loop6311_4b7af9-95 .kt-post-grid-wrap{gap:5px 25px;}.kt-post-loop6311_4b7af9-95 .kt-blocks-post-grid-item{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;overflow:hidden;}.kt-post-loop6311_4b7af9-95 .kt-blocks-post-grid-item header{padding-top:0px;padding-right:0px;padding-bottom:10px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;}.kt-post-loop6311_4b7af9-95 .kt-blocks-post-grid-item .kt-blocks-above-categories{font-size:13px;line-height:20px;text-transform:uppercase;}.kt-post-loop6311_4b7af9-95 .kt-blocks-post-grid-item .entry-title{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:18px;line-height:20px;}.kt-post-loop6311_4b7af9-95 .entry-content{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:14px;line-height:24px;}.kt-post-loop6311_4b7af9-95 .kt-blocks-post-footer{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-size:12px;line-height:20px;text-transform:uppercase;}.kt-post-loop6311_4b7af9-95 .entry-content:after{height:0px;}.kt-post-loop6311_4b7af9-95 .kb-filter-item{border-top-width:0px;border-right-width:0px;border-bottom-width:2px;border-left-width:0px;padding-top:5px;padding-right:8px;padding-bottom:5px;padding-left:8px;margin-top:0px;margin-right:10px;margin-bottom:0px;margin-left:0px;}<\/style><div class=\"wp-block-kadence-postgrid kt-blocks-post-loop-block alignnone kt-post-loop6311_4b7af9-95 kt-post-grid-layout-grid \"><div class=\"kt-post-grid-layout-grid-wrap kt-post-grid-wrap\" data-columns-xxl=\"2\" data-columns-xl=\"2\" data-columns-md=\"2\" data-columns-sm=\"2\" data-columns-xs=\"1\" data-columns-ss=\"1\"data-item-selector=\".kt-post-masonry-item\" aria-label=\"Post Carousel\"><article class=\"kt-blocks-post-grid-item post-47489 post type-post status-publish format-standard has-post-thumbnail hentry category-software tag-remote-sensing-software tag-specialized-software\"><div class=\"kt-blocks-post-grid-item-inner-wrap kt-feat-image-align-left kt-feat-image-mobile-align-side\"><div class=\"kadence-post-image\"><div class=\"kadence-post-image-intrisic kt-image-ratio-nocrop\" style=\"padding-bottom:61%;\"><div class=\"kadence-post-image-inner-intrisic\"><a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" href=\"https:\/\/gisgeography.com\/lidar-software-tools\/\" aria-label=\"5 Best Free LiDAR Software Tools and Viewers\" class=\"kadence-post-image-inner-wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"610\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2021\/01\/Free-LiDAR-Software.jpg\" class=\"attachment-Small Size size-Small Size wp-post-image\" alt=\"Free LiDAR Software\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2021\/01\/Free-LiDAR-Software.jpg 1000w, https:\/\/gisgeography.com\/wp-content\/uploads\/2021\/01\/Free-LiDAR-Software-300x183.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2021\/01\/Free-LiDAR-Software-678x414.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2021\/01\/Free-LiDAR-Software-768x468.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/div><\/div><\/div><div class=\"kt-blocks-post-grid-item-inner\"><header><h6 class=\"entry-title\"><a href=\"https:\/\/gisgeography.com\/lidar-software-tools\/\">5 Best Free LiDAR Software Tools and Viewers<\/a><\/h6><div class=\"kt-blocks-post-top-meta\"><\/div><\/header><div class=\"entry-content\"><\/div><footer class=\"kt-blocks-post-footer\"><div class=\"kt-blocks-post-footer-left\"><\/div><div class=\"kt-blocks-post-footer-right\"><\/div><\/footer><\/div><\/div><\/article><article class=\"kt-blocks-post-grid-item post-77338 post type-post status-publish format-standard has-post-thumbnail hentry category-data-sources tag-find-data\"><div class=\"kt-blocks-post-grid-item-inner-wrap kt-feat-image-align-left kt-feat-image-mobile-align-side\"><div class=\"kadence-post-image\"><div class=\"kadence-post-image-intrisic kt-image-ratio-nocrop\" style=\"padding-bottom:56.5%;\"><div class=\"kadence-post-image-inner-intrisic\"><a aria-hidden=\"true\" tabindex=\"-1\" role=\"presentation\" href=\"https:\/\/gisgeography.com\/free-uav-drone-imagery\/\" aria-label=\"Free UAV &#038; Drone Imagery in Geospatial Format\" class=\"kadence-post-image-inner-wrap\"><img loading=\"lazy\" decoding=\"async\" width=\"200\" height=\"113\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-200x113.jpg\" class=\"attachment-Small Size size-Small Size wp-post-image\" alt=\"Free UAV Drone Imagery\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-200x113.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-300x169.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-678x381.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-768x432.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-1536x864.jpg 1536w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-425x239.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-550x309.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-115x65.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-1000x563.jpg 1000w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery-360x203.jpg 360w, https:\/\/gisgeography.com\/wp-content\/uploads\/2023\/03\/Free-UAV-Drone-Imagery.jpg 1920w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/a><\/div><\/div><\/div><div class=\"kt-blocks-post-grid-item-inner\"><header><h6 class=\"entry-title\"><a href=\"https:\/\/gisgeography.com\/free-uav-drone-imagery\/\">Free UAV &#038; Drone Imagery in Geospatial Format<\/a><\/h6><div class=\"kt-blocks-post-top-meta\"><\/div><\/header><div class=\"entry-content\"><\/div><footer class=\"kt-blocks-post-footer\"><div class=\"kt-blocks-post-footer-left\"><\/div><div class=\"kt-blocks-post-footer-right\"><\/div><\/footer><\/div><\/div><\/article><\/div><\/div><!-- .wp-block-kadence-postgrid --><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">What are the types of LiDAR?<\/h2>\n\n\n\n<p>Let&#8217;s explore the types of LiDAR systems. They differ in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Size of footprint<\/li>\n\n\n\n<li>Wavelength<\/li>\n\n\n\n<li>Positional alignment<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Profiling LiDAR<\/h3>\n\n\n\n<p>Profiling LiDAR was the first system ever used back in the 1980s. It specialized in straight-line features such as power lines. Profiling LiDAR sends out an individual pulse in one line. At a fixed nadir, it measures height along a single transect.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Small Footprint LiDAR<\/h3>\n\n\n\n<p>Small footprint LiDAR is what we mostly use today. It scans at about a 20 degrees scan angle. Then, it moves backward and forwards. If it goes beyond 20 degrees, the LiDAR instrument may start seeing the sides of trees instead of straight down.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Topographic LiDAR maps the land typically using near-infrared light.<\/li>\n\n\n\n<li>Bathymetric LiDAR uses water-penetrating green light to measure seafloor and riverbed elevations.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Large Footprint LiDAR<\/h3>\n\n\n\n<p>Large footprint LiDAR uses full waveforms with a 20m footprint. But it\u2019s accuracy is low because the pulse return can include sloping terrain. Two notable experiments from NASA used this type of LIDAR:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SLICER (Scanning Lidar Imager of Canopies by Echo Recovery)<\/li>\n\n\n\n<li>LVIS (Laser Vegetation Imaging Sensor)<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Ground-based LiDAR<\/h3>\n\n\n\n<p>Ground-based LiDAR sits on a tripod and scans the hemisphere. It&#8217;s particularly good for scanning buildings. But there are also applications in geology, forestry, and construction.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Geiger-mode LiDAR<\/h3>\n\n\n\n<p>Geiger-mode LiDAR is still in an experiential state. But it specializes in high-altitude scanning. Because it has an extremely wide swath, it can cover more ground compared to other types of LiDAR.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"678\" height=\"363\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-678x363.jpg\" alt=\"Capitol Building LiDAR\" class=\"wp-image-96192\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-678x363.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-300x161.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR-768x411.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Capitol-Building-LiDAR.jpg 1000w\" sizes=\"auto, (max-width: 678px) 100vw, 678px\" \/><\/figure>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">LiDAR system components<\/h2>\n\n\n\n<p>There are 4 main parts of an airborne LiDAR. They work together to produce highly accurate, usable results:<\/p>\n\n\n\n<p><strong>LiDAR SENSORS<\/strong>: As the airplane travels, sensors scan the ground from side to side. The pulses are commonly in green or near-infrared bands.<\/p>\n\n\n\n<p><strong>GPS RECEIVERS<\/strong>: <a href=\"https:\/\/gisgeography.com\/trilateration-triangulation-gps\/\" target=\"_blank\" rel=\"noopener noreferrer\">GPS receivers<\/a> track the altitude and location of the airplane. These tracks are important for accurate terrain and elevation values.<\/p>\n\n\n\n<p><strong>INERTIAL MEASUREMENT UNITS (IMU)<\/strong>: As airplanes travel, IMUs track their tilt. LiDAR systems use tilt to accurately measure the incident angle of the pulse.<\/p>\n\n\n\n<p><strong>DATA RECORDERS<\/strong>: As LiDAR scans the surface, a computer records all of the pulse returns. Then, these recordings get translated into elevation.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Full Waveform vs Discrete<\/h2>\n\n\n\n<p>LiDAR systems store LiDAR returns in two ways:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Discrete LiDAR<\/li>\n\n\n\n<li>Full waveform<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Discrete LiDAR<\/h3>\n\n\n\n<p>Imagine LiDAR pulses scanning through a forested area. You get 1st, 2nd, and 3rd returns because the pulse hits multiple branches. Then, you get a large and final pulse by the bare ground return.<\/p>\n\n\n\n<p>When you record the data as separate returns, this is a &#8220;discrete return LiDAR&#8221;. In short, discrete LiDAR takes each peak and separates each return.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\">Full Waveform LiDAR<\/h3>\n\n\n\n<p>When you record the whole return as one continuous wave, this is full-waveform LiDAR. So, you simply count the peaks, this makes it discrete.<\/p>\n\n\n\n<p>Even though full-waveform data is more complicated, LiDAR is moving towards a full-waveform system.<\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"462\" height=\"160\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2.png\" alt=\"Full Waveform LiDAR\" class=\"wp-image-6839\" style=\"width:347px;height:120px\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2.png 462w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-300x104.png 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-50x17.png 50w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-200x69.png 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-425x147.png 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-115x40.png 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-350x120.png 350w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/Full-Waveform-2-448x155.png 448w\" sizes=\"auto, (max-width: 462px) 100vw, 462px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">LiDAR Projects and Applications<\/h2>\n\n\n\n<p>This list of <a href=\"https:\/\/gisgeography.com\/lidar-uses-applications\/\">LiDAR uses and applications<\/a> barely scratches the surface. For example, here are some ways how we use LiDAR today:<\/p>\n\n\n\n<p><strong>FORESTRY<\/strong>: Foresters use LiDAR to better understand tree structure and shape.<br><strong>SELF-DRIVING CARS<\/strong>: Self-driving cars use LiDAR scanners to detect pedestrians, cyclists, stop signs, and other obstacles.<br><strong>ARCHAEOLOGY<\/strong>: Archaeologists use LiDAR to find square patterns in the ground, which were ancient buildings and <a href=\"https:\/\/www.nationalgeographic.com\/history\/article\/maya-laser-lidar-guatemala-pacunam\" target=\"_blank\" rel=\"noreferrer noopener\">pyramids built by Mayan civilizations<\/a>.<br><strong>HYDROLOGY<\/strong>: Hydrologists delineate stream orders and tributaries from LiDAR.<\/p>\n\n\n\n<p><strong>READ MORE<\/strong>: <a href=\"https:\/\/gisgeography.com\/remote-sensing-applications\/\">100 Earth-Shattering Remote Sensing Applications &amp; Uses<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Radar vs LiDAR<\/h2>\n\n\n\n<p>Radar and LiDAR are both technologies used for mapping environments. Similar to LiDAR, radar emits radio waves that bounce off objects and return to the radar system. Finally, radar uses the time it takes for the waves to return to calculate the distance.<\/p>\n\n\n\n<p>But the main difference is that synthetic aperture radar is now becoming more mainstream in remote sensing. While synthetic aperture radar operates at an angle, LiDAR is straight-down.<\/p>\n\n\n<style>.kb-image6311_f80c69-e7 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image6311_f80c69-e7\"><figure class=\"aligncenter size-medium-plus\"><img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"379\" src=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-550x379.jpg\" alt=\"LiDAR vs Radar\" class=\"kb-img wp-image-90471\" srcset=\"https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-550x379.jpg 550w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-300x207.jpg 300w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-678x468.jpg 678w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-768x530.jpg 768w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-200x138.jpg 200w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-425x293.jpg 425w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-115x79.jpg 115w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar-360x248.jpg 360w, https:\/\/gisgeography.com\/wp-content\/uploads\/2015\/08\/LiDAR-vs-Radar.jpg 941w\" sizes=\"auto, (max-width: 550px) 100vw, 550px\" \/><\/figure><\/div>\n\n\n\n<p>The side-looking geometry of SAR allows the radar to capture a wider area of the ground as it moves along its flight path. Because it emits pulses at an angle, SAR can use the motion of the platform to simulate a much larger antenna or aperture, leading to higher resolution images. Also, check out our <a href=\"https:\/\/gisgeography.com\/lidar-vs-photogrammetry\/\">comparisons of LiDAR with photogrammetry<\/a>.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\" style=\"padding-top:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--40)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">Summary: What is LiDAR?<\/h2>\n\n\n\n<p>How would you like to <strong>wave your magic wand<\/strong> and all of a sudden find out how far everything is away from you?<\/p>\n\n\n\n<p>No magic wands were necessary. This is how LiDAR (Light Detection and Ranging) works. Of course, without the magic wand!<\/p>\n\n\n\n<p>Light Detection and Ranging (LiDAR) uses lasers to <strong>measure the elevation of features<\/strong>. It&#8217;s a distance technology that samples with an incredible amount of accuracy and points.<\/p>\n\n\n\n<p>It\u2019s similar to sonar (sound waves) or radar (radio waves) because it sends a pulse and measures the time it takes to return. But LiDAR is different than sonar and radar <strong>because it uses light<\/strong>.<\/p>\n\n\n\n<p>We\u2019ve summarized light detection and ranging with this <strong>LiDAR guide<\/strong>. Any questions? Please let us know with a comment below.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/gisgeography.com\/synthetic-aperture-radar-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">Learn Synthetic Aperture Radar (SAR) by Example<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/gisgeography.com\/passive-active-sensors-remote-sensing\/\" target=\"_blank\" rel=\"noopener noreferrer\">Passive vs Active Sensors in Remote Sensing<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/gisgeography.com\/remote-sensing-earth-observation-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">What is Remote Sensing? The Definitive Guide<\/a><\/li>\n<\/ul>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>How would you like to wave your magic wand and find out how far everything is away from you?  No magic wands necessary.  This is how LiDAR works.<\/p>\n","protected":false},"author":2,"featured_media":96192,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"default","_kad_post_title":"default","_kad_post_layout":"default","_kad_post_sidebar_id":"","_kad_post_content_style":"default","_kad_post_vertical_padding":"default","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[92],"tags":[45],"class_list":["post-6311","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-remote-sensing","tag-lidar"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>A Complete Guide to LiDAR: Light Detection and Ranging - GIS Geography<\/title>\n<meta name=\"description\" content=\"How would you like to wave your magic wand &amp; find out how far everything is away from you? 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