<i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects

As part of a new snowpack monitoring framework, this study evaluated the feasibility of using an LED LIDAR (Leddar) time of flight sensor for snowpack depth measurement. The Leddar sensor has two additional features over simple sonic ranging sensors: (i) the return signal is divided into 16 segments...

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Main Authors: Celeste Barnes, Chris Hopkinson, Thomas Porter, Zhouxin Xi
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/8/2292
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author Celeste Barnes
Chris Hopkinson
Thomas Porter
Zhouxin Xi
author_facet Celeste Barnes
Chris Hopkinson
Thomas Porter
Zhouxin Xi
author_sort Celeste Barnes
collection DOAJ
description As part of a new snowpack monitoring framework, this study evaluated the feasibility of using an LED LIDAR (Leddar) time of flight sensor for snowpack depth measurement. The Leddar sensor has two additional features over simple sonic ranging sensors: (i) the return signal is divided into 16 segments across a 48° field of view, each recording individual distance-to-target (DTT) measurements; (ii) an index of reflectance or intensity signal is recorded for each segment. These two features provide information describing snowpack morphology and surface condition. The accuracy of Leddar sensor DTT measurements for snow depth monitoring was found to be < 20 mm, which was better than the 50 mm quoted by the manufacturer, and the precision was < 5 mm. Leddar and independent sonic ranger snow depth measurement showed strong linear agreement (<i>r</i><sup>2</sup> = 0.98). There was also a strong linear relationship (<i>r</i><sup>2</sup> = 0.98) between Leddar and manual field snow depth measurements. The intensity signal response was found to correlate with snow surface albedo and inversely with air temperature (<i>r</i> = 0.77 and −0.77, respectively).
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spelling doaj.art-570d4ee06711465aa76ef63f14f21e292023-11-19T21:55:25ZengMDPI AGSensors1424-82202020-04-01208229210.3390/s20082292<i>In-Situ</i> LED-Based Observation of Snow Surface and Depth TransectsCeleste Barnes0Chris Hopkinson1Thomas Porter2Zhouxin Xi3Department of Geography, University of Lethbridge, Lethbridge, AB T1K 3M4, CanadaDepartment of Geography, University of Lethbridge, Lethbridge, AB T1K 3M4, CanadaDepartment of Geography, University of Lethbridge, Lethbridge, AB T1K 3M4, CanadaDepartment of Geography, University of Lethbridge, Lethbridge, AB T1K 3M4, CanadaAs part of a new snowpack monitoring framework, this study evaluated the feasibility of using an LED LIDAR (Leddar) time of flight sensor for snowpack depth measurement. The Leddar sensor has two additional features over simple sonic ranging sensors: (i) the return signal is divided into 16 segments across a 48° field of view, each recording individual distance-to-target (DTT) measurements; (ii) an index of reflectance or intensity signal is recorded for each segment. These two features provide information describing snowpack morphology and surface condition. The accuracy of Leddar sensor DTT measurements for snow depth monitoring was found to be < 20 mm, which was better than the 50 mm quoted by the manufacturer, and the precision was < 5 mm. Leddar and independent sonic ranger snow depth measurement showed strong linear agreement (<i>r</i><sup>2</sup> = 0.98). There was also a strong linear relationship (<i>r</i><sup>2</sup> = 0.98) between Leddar and manual field snow depth measurements. The intensity signal response was found to correlate with snow surface albedo and inversely with air temperature (<i>r</i> = 0.77 and −0.77, respectively).https://www.mdpi.com/1424-8220/20/8/2292Leddarsnowpack depthLIDARLED LIDARsonic ranging deviceintensity
spellingShingle Celeste Barnes
Chris Hopkinson
Thomas Porter
Zhouxin Xi
<i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
Sensors
Leddar
snowpack depth
LIDAR
LED LIDAR
sonic ranging device
intensity
title <i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
title_full <i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
title_fullStr <i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
title_full_unstemmed <i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
title_short <i>In-Situ</i> LED-Based Observation of Snow Surface and Depth Transects
title_sort i in situ i led based observation of snow surface and depth transects
topic Leddar
snowpack depth
LIDAR
LED LIDAR
sonic ranging device
intensity
url https://www.mdpi.com/1424-8220/20/8/2292
work_keys_str_mv AT celestebarnes iinsituiledbasedobservationofsnowsurfaceanddepthtransects
AT chrishopkinson iinsituiledbasedobservationofsnowsurfaceanddepthtransects
AT thomasporter iinsituiledbasedobservationofsnowsurfaceanddepthtransects
AT zhouxinxi iinsituiledbasedobservationofsnowsurfaceanddepthtransects