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...
Main Authors: | , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-03-01
|
Series: | Remote Sensing |
Subjects: | |
Online Access: | https://www.mdpi.com/2072-4292/13/6/1192 |
id |
doaj-7114ac984efa4db194d5c0dad14ee198 |
---|---|
record_format |
Article |
spelling |
doaj-7114ac984efa4db194d5c0dad14ee1982021-03-21T00:02:49ZengMDPI AGRemote Sensing2072-42922021-03-01131192119210.3390/rs13061192Increasing Spatio-Temporal Resolution for Monitoring Alpine Solifluction Using Terrestrial Laser Scanners and 3D Vector FieldsChristoph Holst0Jannik Janßen1Berit Schmitz2Martin Blome3Malte Dercks4Anna Schoch-Baumann5Jan Blöthe6Lothar Schrott7Heiner Kuhlmann8Tomislav Medic9Institute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyDepartment of Geography, University of Bonn, 53115 Bonn, GermanyInstitute of Environmental Social Sciences and Geography, University of Freiburg, 79085 Freiburg im Breisgau, GermanyDepartment of Geography, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyInstitute of Geodesy and Geoinformation, University of Bonn, 53115 Bonn, GermanyThis 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.https://www.mdpi.com/2072-4292/13/6/1192terrestrial laser scanningdeformation monitoring3D vector fieldspoint cloudschange detectiontotal station |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Christoph Holst Jannik Janßen Berit Schmitz Martin Blome Malte Dercks Anna Schoch-Baumann Jan Blöthe Lothar Schrott Heiner Kuhlmann Tomislav Medic |
spellingShingle |
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 Remote Sensing terrestrial laser scanning deformation monitoring 3D vector fields point clouds change detection total station |
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 |
title |
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_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_sort |
increasing spatio-temporal resolution for monitoring alpine solifluction using terrestrial laser scanners and 3d vector fields |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2021-03-01 |
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. |
topic |
terrestrial laser scanning deformation monitoring 3D vector fields point clouds change detection total station |
url |
https://www.mdpi.com/2072-4292/13/6/1192 |
work_keys_str_mv |
AT christophholst increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT jannikjanßen increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT beritschmitz increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT martinblome increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT maltedercks increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT annaschochbaumann increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT janblothe increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT lotharschrott increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT heinerkuhlmann increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields AT tomislavmedic increasingspatiotemporalresolutionformonitoringalpinesolifluctionusingterrestriallaserscannersand3dvectorfields |
_version_ |
1724211210392436736 |