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

被引:7
作者
Xiang, Wei [1 ]
Liu, Guoxiang [1 ]
Zhang, Rui [1 ]
Pirasteh, Saeid [1 ]
Wang, Xiaowen [1 ]
Mao, Wenfei [1 ]
Li, Song [1 ]
Xie, Lingxiao [1 ]
机构
[1] Southwest Jiaotong Univ, Fac Geosci & Environm Engn, Chengdu 610031, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Strain; Deformable models; Soil; Environmental factors; Temperature; Hydraulic systems; Sensitivity; Dynamic modeling; ground deformation; hydrogeological unit; saline mudflat; time-series InSAR; QARHAN SALT LAKE; LAND SUBSIDENCE; LAS-VEGAS; EVOLUTION; SYSTEM; BASIN; SOIL;
D O I
10.1109/JSTARS.2021.3123514
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:11134 / 11147
页数:14
相关论文
共 41 条
[1]  
Al-Shamrani M.A., 2004, Geotech. Geol. Eng, V22, P563
[2]  
Amelung F, 1999, GEOLOGY, V27, P483, DOI 10.1130/0091-7613(1999)027<0483:STUADO>2.3.CO
[3]  
2
[4]   Efficient Phase Estimation for Interferogram Stacks [J].
Ansari, Homa ;
De Zan, Francesco ;
Bamler, Richard .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (07) :4109-4125
[5]  
Bao W. X., 2009, THESIS CHANGAN U XIA
[6]   Permanent scatterer InSAR reveals seasonal and long-term aquifer-system response to groundwater pumping and artificial recharge [J].
Bell, John W. ;
Amelung, Falk ;
Ferretti, Alessandro ;
Bianchi, Marco ;
Novali, Fabrizio .
WATER RESOURCES RESEARCH, 2008, 44 (02)
[7]   Land subsidence in Las Vegas, Nevada, 1935-2000: New geodetic data show evolution, revised spatial patterns, and reduced rates [J].
Bell, JW ;
Amelung, F ;
Ramelli, AR ;
Blewitt, G .
ENVIRONMENTAL & ENGINEERING GEOSCIENCE, 2002, 8 (03) :155-174
[8]   Predictability of hydraulic head changes and characterization of aquifer-system and fault properties from InSAR-derived ground deformation [J].
Chaussard, E. ;
Buergmann, R. ;
Shirzaei, M. ;
Fielding, E. J. ;
Baker, B. .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2014, 119 (08) :6572-6590
[9]   Land subsidence in central Mexico detected by ALOS InSAR time-series [J].
Chaussard, Estelle ;
Wdowinski, Shimon ;
Cabral-Cano, Enrique ;
Amelung, Falk .
REMOTE SENSING OF ENVIRONMENT, 2014, 140 :94-106