顾及极化最优的时序双极化InSAR形变监测方法A time-series dual-polarization InSAR method based on polarimetric optimization for monitoring deformation
桂阳归,汪长城,卢丽君,沈鹏
摘要(Abstract):
为了进一步提高InSAR的形变监测能力,在传统PSI技术和DS-InSAR技术的基础上,该文发展了一种顾及极化通道最优的时序InSAR形变监测方法。与传统时序方法相比,该方法在提高测量点密度的同时有效改善相位质量,并发现极化优化后的影像在城区能抑制一定程度的旁瓣效应,有利于后续同质区识别。基于此方法,该文以西安为例,采用12景PALSAR-2双极化影像进行地表时序形变反演。结合降水等数据,分析了由于过度抽取地下水叠加下伏构造断裂活动引起的西安地表沉降。
关键词(KeyWords): 极化优化;永久散射体;分布式散射体;地裂缝
基金项目(Foundation): 国家自然科学基金项目(41671356)
作者(Author): 桂阳归,汪长城,卢丽君,沈鹏
DOI: 10.16251/j.cnki.1009-2307.2021.12.011
参考文献(References):
- [1] FERRETTI A,PRATI C,ROCCA F.Permanent scatterers in SAR interferometry[J].IEEE Transactions on Geoence & Remote Wuhan Sensing,2001,39(1):8-20.
- [2] 汤益先,张红,王超.基于永久散射体雷达干涉测量的苏州地区沉降研究[J].自然科学进展,2006,16(8):1015-1020.(TANG Yixian,ZHANG Hong,WANG Chao.Research on subsidence in Suzhou area based on radar interferometry of permanent scatterers[J].Progress of Natural Science,2006,16(8):1015-1020.)
- [3] COLESANTI C,FERRETTI A,NOVALI F,et al.SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique[J].IEEE Trans Geo Remote Sensing,2003,41(7):1685-1701.
- [4] 舒宁.雷达影像干涉测量原理[M].武汉:武汉大学出版社,2003.(SHU Ning.Principles of radar image interferometry[M].Wuhan:Wuhan University Press,2003.
- [5] JIANG M,DING X,HANSSEN R F,et al.Fast statistically homogeneous pixel selection for covariance matrix estimation for multitemporal InSAR[J].IEEE Transactions on Geoence and Remote Sensing,2014,53(3):1213-24.
- [6] 蒋弥,丁晓利,何秀凤,等.基于快速分布式目标探测的时序雷达干涉测量方法:以Lost Hills油藏区为例[J].地球物理学,2016,59(10):3592-603.(JIANG Mi,DING Xiaoli,HE Xiufeng,et al.FaSHP-InSAR technique for distributed scatterers:a case study over the Lost Hills oil filed,California[J].Chinese J Geophys(in Chinese),2016,59(10):3592-603.)
- [7] 蒋弥,丁晓利,李志伟,等.时序InSAR同质样本选取算法研究[J].地球物理学,2018,61(12):4767-4776.(JIANG Mi,DING Xiaolili,LI Zhiwei,et al.Homogenous pixel selection algorithm for multitemporal InSAR[J].Chinese J Geophys(in Chinese),2018,61(12):4767-4776.)
- [8] FERRETTI A,FUMAGALLI A,NOVALI F,et al.A new algorithm for processing interferometric data-stacks:SqueeSAR[J].IEEE Transactions on Geoence & Remote Sensing,2011,49(9):3460-70.
- [9] CAO N,LEE H,JUNG H C.A phase-decomposition-based PSInSAR processing method[J].IEEE Transactions on Geoence & Remote Sensing,2016,54(2):1074-1090.
- [10] CLOUDE S R,PAPATHANASSIOU K P.Polarimetric optimisation in radar interferometry[J].Electronics Letters,1997,33(13):1176-1180.
- [11] NAVARRO-SANCHEZ V D,LOPEZ-SANCHEZ J M,VICENTE-GUIJALBA F.A contribution of polarimetry to satellite differential SAR interferometry:increasing the number of pixel candidates[J].IEEE Geoence & Remote Sensing Letters,2010,7(2):276-280.
- [12] LUO X,WANG C,SHEN P.Polarimetric stationarity omnibus test(PSOT) for selecting persistent scatterer candidates with quad-polarimetric SAR datasets[J].Sensors,2020,20(6):1555.
- [13] IGLESIAS R,MONELLS D,FABREGAS X,et al.Phase quality optimization in polarimetric differential SAR Interferometry[J].IEEE Transactions on Geoence & Remote Sensing,2014,52(5):2875-2888.
- [14] ESMAEILI M,MOTAGH M,HOOPER A.Application of dual-polarimetry SAR images in multitemporal InSAR processing[J].IEEE Geoence & Remote Sensing Letters,2017,99:1-5.
- [15] HOOPER,ANDREW.A multi-temporal InSAR method incorporating both persistent scatterer and small baseline approaches[J].Geophysical Research Letters,2008,35(16):96-106.
- [16] 李永善.西安地裂及渭河盆地活断层研究[M].北京:地震出版社,1992.(LI Yongshan.Study of ground rift and active faults in weihe basin[M].Beijing:Earthquake Press,1992.)
- [17] 王景明.地裂缝及其灾害的理论与应用[M].西安:陕西科学技术出版社,2000.(WANG Jingming.Theory and application of ground fissure and its disaster[M].Xi’an:Shaanxi Science and Technology Press,2000.)
- [18] 张家明.西安地裂缝研究[M].西安:西北大学出版社,1990.(ZHANG Jiaming.Study of ground cracks in Xi’an[M].Xi’an:Northwest University Press,1990.)