Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields

This article investigates the usage of terrestrial laser scanner (TLS) point clouds for monitoring the gradual movements of soil masses due to freeze–thaw activity and water saturation, commonly referred to as solifluction. Solifluction is a geomorphic process which is characteristic for hillslopes...

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Published in:Remote Sensing
Main Authors: Christoph Holst, Jannik Janßen, Berit Schmitz, Martin Blome, Malte Dercks, Anna Schoch-Baumann, Jan Blöthe, Lothar Schrott, Heiner Kuhlmann, Tomislav Medic
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
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Online Access:https://doi.org/10.3390/rs13061192
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author Christoph Holst
Jannik Janßen
Berit Schmitz
Martin Blome
Malte Dercks
Anna Schoch-Baumann
Jan Blöthe
Lothar Schrott
Heiner Kuhlmann
Tomislav Medic
author_facet Christoph Holst
Jannik Janßen
Berit Schmitz
Martin Blome
Malte Dercks
Anna Schoch-Baumann
Jan Blöthe
Lothar Schrott
Heiner Kuhlmann
Tomislav Medic
author_sort Christoph Holst
collection MDPI Open Access Publishing
container_issue 6
container_start_page 1192
container_title Remote Sensing
container_volume 13
description This article investigates the usage of terrestrial laser scanner (TLS) point clouds for monitoring the gradual movements of soil masses due to freeze–thaw activity and water saturation, commonly referred to as solifluction. Solifluction is a geomorphic process which is characteristic for hillslopes in (high-)mountain areas, primarily alpine periglacial areas and the arctic. The movement can reach millimetre-to-centimetre per year velocities, remaining well below the typical displacement mangitudes of other frequently monitored natural objects, such as landslides and glaciers. Hence, a better understanding of solifluction processes requires increased spatial and temporal resolution with relatively high measurement accuracy. To that end, we developed a workflow for TLS point cloud processing, providing a 3D vector field that can capture soil mass displacement due to solifluction with high fidelity. This is based on the common image-processing techniques of feature detection and tracking. The developed workflow is tested on a study area placed in Hohe Tauern range of the Austrian Alps with a prominent assemblage of solifluction lobes. The derived displacements were compared with the established geomonitoring approach with total station and signalized markers and point cloud deformation monitoring approaches. The comparison indicated that the achieved results were in the same accuracy range as the established methods, with an advantage of notably higher spatial resolution. This improvement allowed for new insights considering the solifluction processes.
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spelling ftmdpi:oai:mdpi.com:/2072-4292/13/6/1192/ 2025-01-16T20:43:39+00:00 Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields Christoph Holst Jannik Janßen Berit Schmitz Martin Blome Malte Dercks Anna Schoch-Baumann Jan Blöthe Lothar Schrott Heiner Kuhlmann Tomislav Medic agris 2021-03-20 application/pdf https://doi.org/10.3390/rs13061192 EN eng Multidisciplinary Digital Publishing Institute Engineering Remote Sensing https://dx.doi.org/10.3390/rs13061192 https://creativecommons.org/licenses/by/4.0/ Remote Sensing; Volume 13; Issue 6; Pages: 1192 terrestrial laser scanning deformation monitoring 3D vector fields point clouds change detection total station geodetic network LiDAR solifluction lobes feature detection and tracking Text 2021 ftmdpi https://doi.org/10.3390/rs13061192 2023-08-01T01:19:51Z This article investigates the usage of terrestrial laser scanner (TLS) point clouds for monitoring the gradual movements of soil masses due to freeze–thaw activity and water saturation, commonly referred to as solifluction. Solifluction is a geomorphic process which is characteristic for hillslopes in (high-)mountain areas, primarily alpine periglacial areas and the arctic. The movement can reach millimetre-to-centimetre per year velocities, remaining well below the typical displacement mangitudes of other frequently monitored natural objects, such as landslides and glaciers. Hence, a better understanding of solifluction processes requires increased spatial and temporal resolution with relatively high measurement accuracy. To that end, we developed a workflow for TLS point cloud processing, providing a 3D vector field that can capture soil mass displacement due to solifluction with high fidelity. This is based on the common image-processing techniques of feature detection and tracking. The developed workflow is tested on a study area placed in Hohe Tauern range of the Austrian Alps with a prominent assemblage of solifluction lobes. The derived displacements were compared with the established geomonitoring approach with total station and signalized markers and point cloud deformation monitoring approaches. The comparison indicated that the achieved results were in the same accuracy range as the established methods, with an advantage of notably higher spatial resolution. This improvement allowed for new insights considering the solifluction processes. Text Arctic MDPI Open Access Publishing Arctic Remote Sensing 13 6 1192
spellingShingle terrestrial laser scanning
deformation monitoring
3D vector fields
point clouds
change detection
total station
geodetic network
LiDAR
solifluction lobes
feature detection and tracking
Christoph Holst
Jannik Janßen
Berit Schmitz
Martin Blome
Malte Dercks
Anna Schoch-Baumann
Jan Blöthe
Lothar Schrott
Heiner Kuhlmann
Tomislav Medic
Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title_full Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title_fullStr Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title_full_unstemmed Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title_short Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector Fields
title_sort increasing spatio-temporal resolution for monitoring alpine solifluction using terrestrial laser scanners and 3d vector fields
topic terrestrial laser scanning
deformation monitoring
3D vector fields
point clouds
change detection
total station
geodetic network
LiDAR
solifluction lobes
feature detection and tracking
topic_facet terrestrial laser scanning
deformation monitoring
3D vector fields
point clouds
change detection
total station
geodetic network
LiDAR
solifluction lobes
feature detection and tracking
url https://doi.org/10.3390/rs13061192