An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water

The increasing warming and humidification have caused the dramatic degradation of Qinghai-Tibet Plateau permafrost. The active layer thickness (ALT) is particularly crucial to be monitored with a wide range as an indispensable variable to characterize permafrost status. Interferometric synthetic ape...

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Published in:International Journal of Applied Earth Observation and Geoinformation
Main Authors: Jiachen Li, Qijie Wang, Ya Zhang, Sha Yang, Guanyou Gao
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2023
Subjects:
Online Access:https://doi.org/10.1016/j.jag.2023.103530
https://doaj.org/article/0d068ecbee9e491cb8069217ca733900
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spelling ftdoajarticles:oai:doaj.org/article:0d068ecbee9e491cb8069217ca733900 2023-12-10T09:38:53+01:00 An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water Jiachen Li Qijie Wang Ya Zhang Sha Yang Guanyou Gao 2023-11-01T00:00:00Z https://doi.org/10.1016/j.jag.2023.103530 https://doaj.org/article/0d068ecbee9e491cb8069217ca733900 EN eng Elsevier http://www.sciencedirect.com/science/article/pii/S1569843223003540 https://doaj.org/toc/1569-8432 1569-8432 doi:10.1016/j.jag.2023.103530 https://doaj.org/article/0d068ecbee9e491cb8069217ca733900 International Journal of Applied Earth Observations and Geoinformation, Vol 124, Iss , Pp 103530- (2023) Active layer thickness Two-dimensional deformation Unfrozen water Multidimensional small baseline subset Qinghai-Tibet Plateau permafrost Physical geography GB3-5030 Environmental sciences GE1-350 article 2023 ftdoajarticles https://doi.org/10.1016/j.jag.2023.103530 2023-11-12T01:37:57Z The increasing warming and humidification have caused the dramatic degradation of Qinghai-Tibet Plateau permafrost. The active layer thickness (ALT) is particularly crucial to be monitored with a wide range as an indispensable variable to characterize permafrost status. Interferometric synthetic aperture radar (InSAR) technology has recently been widely used for ALT retrieval. However, these studies are mostly limited by the accuracy of one-dimensional deformation measurements and ignore the presence of unfrozen water in the negative temperature state of the soil. Therefore, an improved ALT retrieval model using InSAR technology is proposed considering the influence of two-dimensional deformation and unfrozen water. This paper first employed the multidimensional small baseline subset (MSBAS) technology to monitor two-dimensional surface deformation over the Beiluhe-Wudaoliang permafrost region. We observed that the study area underwent surface subsidence of up to 60 mm in the thawing season. Considering the influence of unfrozen water, the ALT was subsequently estimated using the InSAR-observed subsidence. The estimated ALT varied from 50 to 500 cm, with ALT in the Wudaoliang area being higher than that in the Beiluhe Basin. Based on in situ data, the improved method is better than the traditional InSAR-based methods with a mean absolute error of 0.404 m. Our study demonstrates that considering the influence of two-dimensional deformation and unfrozen water can effectively improve the accuracy and reliability of InSAR-based ALT retrieval. Article in Journal/Newspaper Active layer thickness permafrost Directory of Open Access Journals: DOAJ Articles International Journal of Applied Earth Observation and Geoinformation 124 103530
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Active layer thickness
Two-dimensional deformation
Unfrozen water
Multidimensional small baseline subset
Qinghai-Tibet Plateau permafrost
Physical geography
GB3-5030
Environmental sciences
GE1-350
spellingShingle Active layer thickness
Two-dimensional deformation
Unfrozen water
Multidimensional small baseline subset
Qinghai-Tibet Plateau permafrost
Physical geography
GB3-5030
Environmental sciences
GE1-350
Jiachen Li
Qijie Wang
Ya Zhang
Sha Yang
Guanyou Gao
An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
topic_facet Active layer thickness
Two-dimensional deformation
Unfrozen water
Multidimensional small baseline subset
Qinghai-Tibet Plateau permafrost
Physical geography
GB3-5030
Environmental sciences
GE1-350
description The increasing warming and humidification have caused the dramatic degradation of Qinghai-Tibet Plateau permafrost. The active layer thickness (ALT) is particularly crucial to be monitored with a wide range as an indispensable variable to characterize permafrost status. Interferometric synthetic aperture radar (InSAR) technology has recently been widely used for ALT retrieval. However, these studies are mostly limited by the accuracy of one-dimensional deformation measurements and ignore the presence of unfrozen water in the negative temperature state of the soil. Therefore, an improved ALT retrieval model using InSAR technology is proposed considering the influence of two-dimensional deformation and unfrozen water. This paper first employed the multidimensional small baseline subset (MSBAS) technology to monitor two-dimensional surface deformation over the Beiluhe-Wudaoliang permafrost region. We observed that the study area underwent surface subsidence of up to 60 mm in the thawing season. Considering the influence of unfrozen water, the ALT was subsequently estimated using the InSAR-observed subsidence. The estimated ALT varied from 50 to 500 cm, with ALT in the Wudaoliang area being higher than that in the Beiluhe Basin. Based on in situ data, the improved method is better than the traditional InSAR-based methods with a mean absolute error of 0.404 m. Our study demonstrates that considering the influence of two-dimensional deformation and unfrozen water can effectively improve the accuracy and reliability of InSAR-based ALT retrieval.
format Article in Journal/Newspaper
author Jiachen Li
Qijie Wang
Ya Zhang
Sha Yang
Guanyou Gao
author_facet Jiachen Li
Qijie Wang
Ya Zhang
Sha Yang
Guanyou Gao
author_sort Jiachen Li
title An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
title_short An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
title_full An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
title_fullStr An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
title_full_unstemmed An improved active layer thickness retrieval method over Qinghai-Tibet permafrost using InSAR technology: With emphasis on two-dimensional deformation and unfrozen water
title_sort improved active layer thickness retrieval method over qinghai-tibet permafrost using insar technology: with emphasis on two-dimensional deformation and unfrozen water
publisher Elsevier
publishDate 2023
url https://doi.org/10.1016/j.jag.2023.103530
https://doaj.org/article/0d068ecbee9e491cb8069217ca733900
genre Active layer thickness
permafrost
genre_facet Active layer thickness
permafrost
op_source International Journal of Applied Earth Observations and Geoinformation, Vol 124, Iss , Pp 103530- (2023)
op_relation http://www.sciencedirect.com/science/article/pii/S1569843223003540
https://doaj.org/toc/1569-8432
1569-8432
doi:10.1016/j.jag.2023.103530
https://doaj.org/article/0d068ecbee9e491cb8069217ca733900
op_doi https://doi.org/10.1016/j.jag.2023.103530
container_title International Journal of Applied Earth Observation and Geoinformation
container_volume 124
container_start_page 103530
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