Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport

Thaw consolidation of degrading permafrost is a serious hazard to the safety and operation of infrastructure. Monitoring thermal changes in the active layer (AL), the proportion of the soil above permafrost that thaws and freezes periodically, is critical to understanding the conditions of the top l...

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Published in:Remote Sensing
Main Authors: Ma, D., Motagh, M., Liu, G., Zhang, R., Wang, X., Zhang, B., Xiang, W., Yu, B.
Format: Article in Journal/Newspaper
Language:English
Published: 2022
Subjects:
Ice
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968_1/component/file_5011991/5011968.pdf
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_5011968 2023-05-15T13:03:13+02:00 Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport Ma, D. Motagh, M. Liu, G. Zhang, R. Wang, X. Zhang, B. Xiang, W. Yu, B. 2022 application/pdf https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968_1/component/file_5011991/5011968.pdf eng eng info:eu-repo/semantics/altIdentifier/doi/10.3390/rs14092156 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968_1/component/file_5011991/5011968.pdf info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ CC-BY Remote Sensing info:eu-repo/semantics/article 2022 ftgfzpotsdam https://doi.org/10.3390/rs14092156 2022-09-14T05:58:15Z Thaw consolidation of degrading permafrost is a serious hazard to the safety and operation of infrastructure. Monitoring thermal changes in the active layer (AL), the proportion of the soil above permafrost that thaws and freezes periodically, is critical to understanding the conditions of the top layer above the permafrost and regulating the construction, operation, and maintenance of facilities. However, this is a very challenging task using ground-based methods such as ground-penetrating radar (GPR) or temperature sensors. This study explores the integration of interferometric measurements from high-resolution X-band Synthetic Aperture Radar (SAR) images and volumetric water content (VWC) data from SoilGrids to quantify detailed spatial variations in active layer thickness (ALT) in Iqaluit, the territorial capital of Nunavut in Canada. A total of 21 SAR images from COSMO Sky-Med (CSK) were first analyzed using the freely connected network interferometric synthetic aperture radar (FCNInSAR) method to map spatial and temporal variations in ground surface subsidence in the study area. Subsequently, we built an ALT retrieval model by introducing the thaw settlement coefficient, which takes soil properties and saturation state into account. The subsidence measurements from InSAR were then integrated with VWC extracted from the SoilGrids database to estimate changes in ALT. For validation, we conducted a comparison between estimated ALTs and in situ measurements in the airport sector. The InSAR survey identifies several sites of ground deformation at Iqaluit, subsiding at rates exceeding 80 mm/year. The subsidence rate changes along the runway coincide with frost cracks and ice-wedge furrows. The obtained ALTs, ranging from 0 to 5 m, vary significantly in different sediments. Maximum ALTs are found for rock areas, while shallow ALTs are distributed in the till blanket (Tb), the intertidal (Mi) sediments, and the alluvial flood plain (Afp) sediment units. The intersection of taxiway and runway has an AL thicker than ... Article in Journal/Newspaper Active layer thickness Ice Iqaluit Nunavut permafrost wedge* GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) Nunavut Canada Iqaluit Airport ENVELOPE(-68.553,-68.553,63.755,63.755) Remote Sensing 14 9 2156
institution Open Polar
collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
op_collection_id ftgfzpotsdam
language English
description Thaw consolidation of degrading permafrost is a serious hazard to the safety and operation of infrastructure. Monitoring thermal changes in the active layer (AL), the proportion of the soil above permafrost that thaws and freezes periodically, is critical to understanding the conditions of the top layer above the permafrost and regulating the construction, operation, and maintenance of facilities. However, this is a very challenging task using ground-based methods such as ground-penetrating radar (GPR) or temperature sensors. This study explores the integration of interferometric measurements from high-resolution X-band Synthetic Aperture Radar (SAR) images and volumetric water content (VWC) data from SoilGrids to quantify detailed spatial variations in active layer thickness (ALT) in Iqaluit, the territorial capital of Nunavut in Canada. A total of 21 SAR images from COSMO Sky-Med (CSK) were first analyzed using the freely connected network interferometric synthetic aperture radar (FCNInSAR) method to map spatial and temporal variations in ground surface subsidence in the study area. Subsequently, we built an ALT retrieval model by introducing the thaw settlement coefficient, which takes soil properties and saturation state into account. The subsidence measurements from InSAR were then integrated with VWC extracted from the SoilGrids database to estimate changes in ALT. For validation, we conducted a comparison between estimated ALTs and in situ measurements in the airport sector. The InSAR survey identifies several sites of ground deformation at Iqaluit, subsiding at rates exceeding 80 mm/year. The subsidence rate changes along the runway coincide with frost cracks and ice-wedge furrows. The obtained ALTs, ranging from 0 to 5 m, vary significantly in different sediments. Maximum ALTs are found for rock areas, while shallow ALTs are distributed in the till blanket (Tb), the intertidal (Mi) sediments, and the alluvial flood plain (Afp) sediment units. The intersection of taxiway and runway has an AL thicker than ...
format Article in Journal/Newspaper
author Ma, D.
Motagh, M.
Liu, G.
Zhang, R.
Wang, X.
Zhang, B.
Xiang, W.
Yu, B.
spellingShingle Ma, D.
Motagh, M.
Liu, G.
Zhang, R.
Wang, X.
Zhang, B.
Xiang, W.
Yu, B.
Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
author_facet Ma, D.
Motagh, M.
Liu, G.
Zhang, R.
Wang, X.
Zhang, B.
Xiang, W.
Yu, B.
author_sort Ma, D.
title Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
title_short Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
title_full Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
title_fullStr Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
title_full_unstemmed Thaw Settlement Monitoring and Active Layer Thickness Retrieval Using Time Series COSMO-SkyMed Imagery in Iqaluit Airport
title_sort thaw settlement monitoring and active layer thickness retrieval using time series cosmo-skymed imagery in iqaluit airport
publishDate 2022
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968_1/component/file_5011991/5011968.pdf
long_lat ENVELOPE(-68.553,-68.553,63.755,63.755)
geographic Nunavut
Canada
Iqaluit Airport
geographic_facet Nunavut
Canada
Iqaluit Airport
genre Active layer thickness
Ice
Iqaluit
Nunavut
permafrost
wedge*
genre_facet Active layer thickness
Ice
Iqaluit
Nunavut
permafrost
wedge*
op_source Remote Sensing
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3390/rs14092156
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5011968_1/component/file_5011991/5011968.pdf
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.3390/rs14092156
container_title Remote Sensing
container_volume 14
container_issue 9
container_start_page 2156
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