Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR

Clarifying the surface and subsurface deformation is important for protecting the infrastructures attached to the ground and reasonably exploiting the underground resources. This article presents an improved deformation model combining environmental factors (i.e., precipitation and temperature) with...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Wei Xiang, Guoxiang Liu, Rui Zhang, Saeid Pirasteh, Xiaowen Wang, Wenfei Mao, Song Li, Lingxiao Xie
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Dynamic modeling ground deformation hydrogeological unit saline mudflat time-series InSAR Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809
Acceso en línea:	https://doaj.org/article/b6295dd14ba94e28868414f24b26841d
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:b6295dd14ba94e28868414f24b26841d
record_format	dspace
spelling	oai:doaj.org-article:b6295dd14ba94e28868414f24b26841d2021-11-18T00:00:24ZModeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR2151-153510.1109/JSTARS.2021.3123514https://doaj.org/article/b6295dd14ba94e28868414f24b26841d2021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9591279/https://doaj.org/toc/2151-1535Clarifying the surface and subsurface deformation is important for protecting the infrastructures attached to the ground and reasonably exploiting the underground resources. This article presents an improved deformation model combining environmental factors (i.e., precipitation and temperature) with hydrogeological parameters to separate the saline-soil deformation from the aquifer deformation over Qarhan Salt Lake, China. First, the vertical ground deformation was derived by 119 ascending and 113 descending synthetic aperture radar images of Sentinel-1A collected from July 2015 to May 2020. Subsequently, we estimated the deformation components derived from temperature, precipitation, seasonal oscillation, magnitude, and decay coefficient of the hydrodynamic function by the proposed deformation model. The estimated deformation and decay coefficient maps pinpoint the existing and previously unknown faults. Next, we compared our proposed prototype with the sinusoidal and exponentially decaying model to present the reliability and efficiency in separating the deformation components and estimating the decay coefficient. Finally, we collected the stratigraphic data from 50 drilling wells to validate our model results by simulating the cumulative silt and clay layers (aquitard) thickness utilizing the Ordinary Kriging interpolation method. Findings show that by quantifying the aquitard thickness in the drilling wells, there is a strong relationship in the spatial distribution between cumulative thickness and the decay coefficient. The results suggested that both the decay coefficient and the aquitard-layer thickness can be used as the vital parameters to partition hydrogeological units, which provides an opportunity to detect and mitigate the potential geological hazards in the saline mudflat.Wei XiangGuoxiang LiuRui ZhangSaeid PirastehXiaowen WangWenfei MaoSong LiLingxiao XieIEEEarticleDynamic modelingground deformationhydrogeological unitsaline mudflattime-series InSAROcean engineeringTC1501-1800Geophysics. Cosmic physicsQC801-809ENIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 11134-11147 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Dynamic modeling ground deformation hydrogeological unit saline mudflat time-series InSAR Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809
spellingShingle	Dynamic modeling ground deformation hydrogeological unit saline mudflat time-series InSAR Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 Wei Xiang Guoxiang Liu Rui Zhang Saeid Pirasteh Xiaowen Wang Wenfei Mao Song Li Lingxiao Xie Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
description	Clarifying the surface and subsurface deformation is important for protecting the infrastructures attached to the ground and reasonably exploiting the underground resources. This article presents an improved deformation model combining environmental factors (i.e., precipitation and temperature) with hydrogeological parameters to separate the saline-soil deformation from the aquifer deformation over Qarhan Salt Lake, China. First, the vertical ground deformation was derived by 119 ascending and 113 descending synthetic aperture radar images of Sentinel-1A collected from July 2015 to May 2020. Subsequently, we estimated the deformation components derived from temperature, precipitation, seasonal oscillation, magnitude, and decay coefficient of the hydrodynamic function by the proposed deformation model. The estimated deformation and decay coefficient maps pinpoint the existing and previously unknown faults. Next, we compared our proposed prototype with the sinusoidal and exponentially decaying model to present the reliability and efficiency in separating the deformation components and estimating the decay coefficient. Finally, we collected the stratigraphic data from 50 drilling wells to validate our model results by simulating the cumulative silt and clay layers (aquitard) thickness utilizing the Ordinary Kriging interpolation method. Findings show that by quantifying the aquitard thickness in the drilling wells, there is a strong relationship in the spatial distribution between cumulative thickness and the decay coefficient. The results suggested that both the decay coefficient and the aquitard-layer thickness can be used as the vital parameters to partition hydrogeological units, which provides an opportunity to detect and mitigate the potential geological hazards in the saline mudflat.
format	article
author	Wei Xiang Guoxiang Liu Rui Zhang Saeid Pirasteh Xiaowen Wang Wenfei Mao Song Li Lingxiao Xie
author_facet	Wei Xiang Guoxiang Liu Rui Zhang Saeid Pirasteh Xiaowen Wang Wenfei Mao Song Li Lingxiao Xie
author_sort	Wei Xiang
title	Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
title_short	Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
title_full	Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
title_fullStr	Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
title_full_unstemmed	Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR
title_sort	modeling saline mudflat and aquifer deformation synthesizing environmental and hydrogeological factors using time-series insar
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/b6295dd14ba94e28868414f24b26841d
work_keys_str_mv	AT weixiang modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT guoxiangliu modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT ruizhang modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT saeidpirasteh modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT xiaowenwang modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT wenfeimao modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT songli modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar AT lingxiaoxie modelingsalinemudflatandaquiferdeformationsynthesizingenvironmentalandhydrogeologicalfactorsusingtimeseriesinsar
_version_	1718425247106990080

Modeling Saline Mudflat and Aquifer Deformation Synthesizing Environmental and Hydrogeological Factors Using Time-Series InSAR

Ejemplares similares