Mapping ground surface deformation using temporarily coherent point SAR interferometry: Application to Los Angeles Basin

被引:173
|
作者
Zhang, Lei [2 ]
Lu, Zhong [1 ]
Ding, Xiaoli [2 ]
Jung, Hyung-sup [3 ]
Feng, Guangcai [2 ]
Lee, Chang-Wook [3 ]
机构
[1] US Geol Survey, Vancouver, WA 98683 USA
[2] Hong Kong Polytech Univ, Kln, Hong Kong, Peoples R China
[3] Univ Seoul, Seoul, South Korea
关键词
Synthetic aperture radar (SAR); Interferometric SAR (InSAR); Coregistration; Phase unwrapping; Subsidence; Phase ambiguity; Least squares; INTERSEISMIC STRAIN ACCUMULATION; WHITTIER-NARROWS EARTHQUAKE; INGLEWOOD FAULT ZONE; PERMANENT SCATTERERS; SOUTHERN-CALIFORNIA; TIME-SERIES; LINE APPROACH; DENALI FAULT; INSAR; INTERFEROGRAMS;
D O I
10.1016/j.rse.2011.10.020
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Multi-temporal interferometric synthetic aperture radar (InSAR) is an effective tool to detect long-term seismotectonic motions by reducing the atmospheric artifacts, thereby providing more precise deformation signal. The commonly used approaches such as persistent scatterer InSAR (PSInSAR) and small baseline subset (SBAS) algorithms need to resolve the phase ambiguities in interferogram stacks either by searching a predefined solution space or by sparse phase unwrapping methods; however the efficiency and the success of phase unwrapping cannot be guaranteed. We present here an alternative approach - temporarily coherent point (TCP) InSAR (TCPInSAR) - to estimate the long term deformation rate without the need of phase unwrapping. The proposed approach has a series of innovations including TCP identification. TCP network and TCP least squares estimator. We apply the proposed method to the Los Angeles Basin in southern California where structurally active faults are believed capable of generating damaging earthquakes. The analysis is based on 55 interferograrns from 32 ERS-1/2 images acquired during Oct. 1995 and Dec. 2000. To evaluate the performance of TCPInSAR on a small set of observations, a test with half of interferometric pairs is also performed. The retrieved TCPInSAR measurements have been validated by a comparison with GPS observations from Southern California Integrated GPS Network Our result presents a similar deformation pattern as shown in past InSAR studies but with a smaller average standard deviation (4.6 mm) compared with GPS observations, indicating that TCPInSAR is a promising alternative for efficiently mapping ground deformation even from a relatively smaller set of interferograms. Published by Elsevier Inc.
引用
收藏
页码:429 / 439
页数:11
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