Journal of Guangdong University of Technology

Previous Articles     Next Articles

An Applicability Analysis of Sentinel-1 Data in Polarization Time-series InSAR Technology

Huang Heng-wei1, Ng Alex Hay-Man2, Wang Hua2   

  1. 1. School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China;
    2. School of Civil and Transportation Engineering, Guangdong University of Technology, Guangzhou 510006, China
  • Received:2023-07-10 Online:2024-05-25 Published:2024-05-25

HTML

PDF (PC)

79

Abstract: Sentinel-1 data have been widely applied in the Time-series Interferometric Synthetic Aperture Radar (TS-InSAR) technology. To assess the applicability of dual-polarization data from the Sentinel-1 satellite in Polarimetric Persistent Scatterer Interferometry (PolPSI) technology, based on 47 dual-polarization Sentinel-1 images, the surface deformation of Shenzhen and Zhongshan is monitored using both the TS-InSAR technology and the PolPSI technology. The results show that the PolPSI technology using Sentinel-1 data can identify a greater number of Persistent Scatterer (PS) candidates by analyzing the polarization information (scattering mechanism or statistical characteristic) of pixels. The PolPSI technology exhibits lower average temporal coherence on the reference network arc, but it can provide a greater number of high-quality arcs (with a temporal coherence greater than 0.6) . The PolPSI technology can increase the density of PS in urban surface monitoring. In summary, PolPSI technology utilizing Sentinel-1 data can provide more detailed and accurate deformation monitoring information on urban surface compared to TS-InSAR technology.

Key words: subsidence, PolPSI, time-series InSAR, dual-polarization, Sentinel-1

CLC Number: 

  • TU196
[1] FERRETTI A, PRATI C, ROCCA F. Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry [J]. IEEE Transactions on Geoscience and Remote Sensing, 2000, 38(5): 2202-2212.
[2] FERRETTI A, PRATI C, ROCCA F. Permanent scatterers in SAR interferometry [J]. IEEE Transactions on Geoscience and Remote Sensing, 2001, 39(1): 8-20.
[3] NG A H-M, GE L, LI X, et al. Monitoring ground deformation in Beijing, China with persistent scatterer SAR interferometry [J]. Journal of Geodesy, 2012, 86(6): 375-392.
[4] PIPIA L, FABREGAS X, AGUASCA A, et al. Polarimetric differential SAR interferometry: first results with ground-based measurements [J]. IEEE Geoscience and Remote Sensing Letters, 2009, 6(1): 167-171.
[5] SHEN P, WANG C, LU L, et al. A novel polarimetric PSI method using trace moment-based statistical properties and total power interferogram construction [J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-15.
[6] 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 Geoscience and Remote Sensing Letters, 2010, 7(2): 276-280.
[7] 陈佳炜, 吴希文, 王华, 等. 基于双极化时序InSAR技术的地表形变监测[J]. 广东工业大学学报, 2022, 39(3): 77-82.
CHEN J W, NG A H-M, WANG H, et al. Surface deformation monitoring based on dual-polarization time series InSAR technology [J]. Journal of Guangdong University of Technology, 2022, 39(3): 77-82.
[8] 赵峰, 张雷昕, 王腾, 等. 城市地表形变的双极化Sentinel-1数据极化时序InSAR技术监测[J]. 武汉大学学报(信息科学版) , 2022, 47(9): 1507-1514.
ZHAO F, ZHANG L X, WANG T, et al. Polarimetric persistent scatterer interferometry for urban ground deformation monitoring with Sentinel-1 dual polarimetric data [J]. Geomatics and Information Science of Wuhan University, 2022, 47(9): 1507-1514.
[9] 汪云甲, 原刚, 王腾, 等. 煤田隐蔽火源多源遥感探测研究[J]. 武汉大学学报(信息科学版) , 2022, 47(10): 1651-1661.
WANG Y J, YUAN G, WANG T, et al. Research on multi-source remote sensing detection of concealed fire sources in coalfields [J]. Geomatics and Information Science of Wuhan University, 2022, 47(10): 1651-1661.
[10] ZHAO F, WANG T, ZHANG L, et al. Polarimetric persistent scatterer interferometry for ground deformation monitoring with VV-VH Sentinel-1 data[J] Remote Sensing2022, 14(2) :309.
[11] NG A H-M, GE L, LI X. Assessments of land subsidence in the Gippsland Basin of Australia using ALOS PALSAR data [J]. Remote Sensing of Environment, 2015, 159: 86-101.
[12] CLOUDE S R, PAPATHANASSIOU K P. Polarimetric optimisation in radar interferometry [J]. Electronics Letters, 1997, 33(13): 1176-8.
[13] MULLISSA A G, TOLPEKIN V, STEIN A, et al. Polarimetric differential SAR interferometry in an arid natural environment [J]. International Journal of Applied Earth Observation and Geoinformation, 2017, 59: 9-18.
[14] SHAMSHIRI R, NAHAVANDCHI H, MOTAGH M. Persistent scatterer analysis using dual-polarization Sentinel-1 data: contribution from VH channel [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(9): 3105-3112.
[15] ANFINSEN S N, DOULGERIS A P, ELTOFT T. Estimation of the equivalent number of looks in polarimetric synthetic aperture radar imagery [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(11): 3795-3809.
[16] LEE J S, POTTIER E. Polarimetric radar imaging : from basics to applications[M]. Polarimetric Radar Imaging : From Basics to Applications, 2009.
[17] LEE J S, JURKEVICH L, DEWAELE P, et al. Speckle filtering of synthetic aperture radar images: a review [J]. Remote Sensing Reviews, 1994, 8(4): 313-340.
[18] SHEN P, WANG C, HU J, et al. Interferometric phase optimization based on PolInSAR total power coherency matrix construction and joint polarization-space nonlocal estimation [J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-14.
[1] Chen Jia-wei, Ng Alex Hay-Man, Wang Hua, Chen Bing-jie. Surface Deformation Monitoring Based on Dual-polarization Time Series InSAR Technology [J]. Journal of Guangdong University of Technology, 2022, 39(03): 77-82.doi: 10.12052/gdutxb.230102
[2] Dai Yi-wei, Alex Hay-Man Ng, Min Xin-ying, Wang Hua, Zhu Huan-lian, Peng Lin-cai. Ground Deformation Monitoring of Major Cities in the Pearl River Delta Region Using Time Series InSAR Technique [J]. Journal of Guangdong University of Technology, 2019, 36(04): 92-98.doi: 10.12052/gdutxb.230102
[3] WU Hai-Xiang, WANG Hua, HUANG Xiu-Ru, Carolina Pagli, YANG Ze-Xin. Improving the Coherence of Interferograms of Mining Subsidence by Oversampling [J]. Journal of Guangdong University of Technology, 2015, 32(3): 123-126.doi: 10.12052/gdutxb.230102
[4] Yang Hongmei1,2. The Application of the Dynamic Compaction in Collapsible Loess Foundations [J]. Journal of Guangdong University of Technology, 2012, 29(1): 15-18.doi: 10.12052/gdutxb.230102
[5] HUANG Hui, LI Dong-Mei, RUAN Cai-Qun, HE Na, REN Yi, LIU Chun-Liu-. The Conditioning Effect of the Sludge from Water Plant with Polymer Flocculant AP and Morphologic Properties [J]. Journal of Guangdong University of Technology, 2011, 28(2): 12-16.doi: 10.12052/gdutxb.230102
[6] LUO Zhi-qiang. Structure Design Analysis for Transition Section of Highway and Bridge [J]. Journal of Guangdong University of Technology, 2007, 24(2): 64-68.doi: 10.12052/gdutxb.230102
[7] TAN Shi-lin1,LUO Zhi-qiang2. Analysis of Affecting Factor of Settlement Coefficient for Subgrade on Soft Soil Base [J]. Journal of Guangdong University of Technology, 2007, 24(1): 66-69.doi: 10.12052/gdutxb.230102
[8] LUO Zhi-qiang. Roles and Utilization Analyses of Soft Soil Base Hard Shell Course on Subgrade Project [J]. Journal of Guangdong University of Technology, 2006, 23(2): 132-137.doi: 10.12052/gdutxb.230102
[9] LIN Gan1,LUO Zhiqiang2. Design and Construction Studies on Structure of Transitional Section between Bridge and Approach on High Grade Highway [J]. Journal of Guangdong University of Technology, 2003, 20(1): 57-60.doi: 10.12052/gdutxb.230102
[10] XIE Yiongli1,LUO Zhiqiang2. Study on Design in Protection in and Treatment of Embankment Settlement on Highway Bridge Head [J]. Journal of Guangdong University of Technology, 2002, 19(3): 60-64.doi: 10.12052/gdutxb.230102
[11] Shen Jun 1) Liu Yongjian 2). The Application of Artificial Neural Networks to Predicting Settlement of Single Piles [J]. Journal of Guangdong University of Technology, 1997, 14(1): 115-120.doi: 10.12052/gdutxb.230102
[12] LUO Zhi-Qiang. [J]. Journal of Guangdong University of Technology, 1996, 13(3): 100-106.doi: 10.12052/gdutxb.230102
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright © 2017 Journal of Guangdong University of Technology
Add：729 East Dongfeng RD., Guangzhou PRC. Postcode: 510090
Tel：020-37626653,020-37626139,020-37626396
Email：xbzrb@gdut.edu.cn
Supported:Beijing Magtech