Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques

International audience Current climate warming leads to widespread glacier shrinkage in high alpine terrains and associated changes in surface dynamics of deglacierized environments. In consequence, slope instabilities increasingly develop along retreating glaciers through debuttressing effects or d...

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Published in:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors: Jones, Nina, Strozzi, Tazio, Rabatel, Antoine, Ducasse, Etienne, Mouginot, Jérémie
Other Authors: Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2023
Subjects:
Online Access:https://hal.science/hal-04381062
https://hal.science/hal-04381062/document
https://hal.science/hal-04381062/file/Jones2023JSTAR_Surface_Instability_Mapping_in_Alpine_Paraglacial_Environments_Using_Senti.niques.pdf
https://doi.org/10.1109/jstars.2023.3287285
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spelling ftinsu:oai:HAL:hal-04381062v1 2024-04-21T08:10:21+00:00 Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques Jones, Nina Strozzi, Tazio Rabatel, Antoine Ducasse, Etienne Mouginot, Jérémie Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) 2023 https://hal.science/hal-04381062 https://hal.science/hal-04381062/document https://hal.science/hal-04381062/file/Jones2023JSTAR_Surface_Instability_Mapping_in_Alpine_Paraglacial_Environments_Using_Senti.niques.pdf https://doi.org/10.1109/jstars.2023.3287285 en eng HAL CCSD IEEE info:eu-repo/semantics/altIdentifier/doi/10.1109/jstars.2023.3287285 hal-04381062 https://hal.science/hal-04381062 https://hal.science/hal-04381062/document https://hal.science/hal-04381062/file/Jones2023JSTAR_Surface_Instability_Mapping_in_Alpine_Paraglacial_Environments_Using_Senti.niques.pdf doi:10.1109/jstars.2023.3287285 info:eu-repo/semantics/OpenAccess ISSN: 1939-1404 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing https://hal.science/hal-04381062 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16, pp.19 - 37. &#x27E8;10.1109/jstars.2023.3287285&#x27E9; Differential SAR interferometry natural hazards optical feature tracking paraglacial environments sentinel-1 sentinel-2 slope instabilities [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2023 ftinsu https://doi.org/10.1109/jstars.2023.3287285 2024-04-05T00:27:06Z International audience Current climate warming leads to widespread glacier shrinkage in high alpine terrains and associated changes in surface dynamics of deglacierized environments. In consequence, slope instabilities increasingly develop along retreating glaciers through debuttressing effects or degrading permafrost conditions. In the context of associated hazards to the local environment and infrastructure, a thorough analysis of slope instabilities is highly relevant. Affected regions are mostly inaccessible and cover large areas, therefore remote sensing techniques such as differential interferometric synthetic aperture radar (DInSAR) are valuable tools to monitor surface movements and assess their evolution. We apply standard and advanced DInSAR methods using Sentinel-1 SAR data from 2015 until late 2021 to map and classify slope instabilities in three glacierized regions in the European Alps. The final products include an inventory per region, with a total of 815 mapped slope instabilities, of which 38% move <3, 9% move 3-10, 42% move 10-30, and 11% move >30 cm/yr. An additional assessment of four landslides occurring along shrinking glaciers shows time series with recent accelerations in 2018/19. Validation of Sentinel-1 derived slope movement products is performed by comparison with shorter wavelength TerraSAR-X and optical Sentinel-2 derived data using offset tracking. Results clearly show the suitability of Sentinel-1 DInSAR methods to detect a range of slope movements in high alpine terrain, yet also highlight the limitations. We therefore recommend a combination of advanced Sentinel-1 DInSAR and Sentinel-2 offset tracking methods to develop a comprehensive inventory of alpine slope motion. Article in Journal/Newspaper permafrost Institut national des sciences de l'Univers: HAL-INSU IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16 19 37
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic Differential SAR interferometry
natural hazards
optical feature tracking
paraglacial environments
sentinel-1
sentinel-2
slope instabilities
[SDE]Environmental Sciences
spellingShingle Differential SAR interferometry
natural hazards
optical feature tracking
paraglacial environments
sentinel-1
sentinel-2
slope instabilities
[SDE]Environmental Sciences
Jones, Nina
Strozzi, Tazio
Rabatel, Antoine
Ducasse, Etienne
Mouginot, Jérémie
Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
topic_facet Differential SAR interferometry
natural hazards
optical feature tracking
paraglacial environments
sentinel-1
sentinel-2
slope instabilities
[SDE]Environmental Sciences
description International audience Current climate warming leads to widespread glacier shrinkage in high alpine terrains and associated changes in surface dynamics of deglacierized environments. In consequence, slope instabilities increasingly develop along retreating glaciers through debuttressing effects or degrading permafrost conditions. In the context of associated hazards to the local environment and infrastructure, a thorough analysis of slope instabilities is highly relevant. Affected regions are mostly inaccessible and cover large areas, therefore remote sensing techniques such as differential interferometric synthetic aperture radar (DInSAR) are valuable tools to monitor surface movements and assess their evolution. We apply standard and advanced DInSAR methods using Sentinel-1 SAR data from 2015 until late 2021 to map and classify slope instabilities in three glacierized regions in the European Alps. The final products include an inventory per region, with a total of 815 mapped slope instabilities, of which 38% move <3, 9% move 3-10, 42% move 10-30, and 11% move >30 cm/yr. An additional assessment of four landslides occurring along shrinking glaciers shows time series with recent accelerations in 2018/19. Validation of Sentinel-1 derived slope movement products is performed by comparison with shorter wavelength TerraSAR-X and optical Sentinel-2 derived data using offset tracking. Results clearly show the suitability of Sentinel-1 DInSAR methods to detect a range of slope movements in high alpine terrain, yet also highlight the limitations. We therefore recommend a combination of advanced Sentinel-1 DInSAR and Sentinel-2 offset tracking methods to develop a comprehensive inventory of alpine slope motion.
author2 Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
format Article in Journal/Newspaper
author Jones, Nina
Strozzi, Tazio
Rabatel, Antoine
Ducasse, Etienne
Mouginot, Jérémie
author_facet Jones, Nina
Strozzi, Tazio
Rabatel, Antoine
Ducasse, Etienne
Mouginot, Jérémie
author_sort Jones, Nina
title Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
title_short Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
title_full Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
title_fullStr Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
title_full_unstemmed Surface Instability Mapping in Alpine Paraglacial Environments Using Sentinel-1 DInSAR Techniques
title_sort surface instability mapping in alpine paraglacial environments using sentinel-1 dinsar techniques
publisher HAL CCSD
publishDate 2023
url https://hal.science/hal-04381062
https://hal.science/hal-04381062/document
https://hal.science/hal-04381062/file/Jones2023JSTAR_Surface_Instability_Mapping_in_Alpine_Paraglacial_Environments_Using_Senti.niques.pdf
https://doi.org/10.1109/jstars.2023.3287285
genre permafrost
genre_facet permafrost
op_source ISSN: 1939-1404
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
https://hal.science/hal-04381062
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16, pp.19 - 37. &#x27E8;10.1109/jstars.2023.3287285&#x27E9;
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hal-04381062
https://hal.science/hal-04381062
https://hal.science/hal-04381062/document
https://hal.science/hal-04381062/file/Jones2023JSTAR_Surface_Instability_Mapping_in_Alpine_Paraglacial_Environments_Using_Senti.niques.pdf
doi:10.1109/jstars.2023.3287285
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container_title IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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