Land subsidence in Tianjin for 2015 to 2016 revealed by the analysis of Sentinel-1A with SBAS-InSAR

被引:22
作者
Guo, Jiming [1 ]
Hu, Jiyuan [1 ]
Li, Bing [2 ]
Zhou, Lv [1 ,3 ,4 ]
Wang, Wei [5 ]
机构
[1] Wuhan Univ, Sch Geodesy & Geomat, Wuhan, Peoples R China
[2] Wuhan Univ, Chinese Antarctic Ctr Surveying & Mapping, Wuhan, Peoples R China
[3] Beijing Key Lab Urban Spatial Informat Engn, Beijing, Peoples R China
[4] Guilin Univ Technol, Guangxi Key Lab Spatial Informat & Geomat, Qixing Dist, Guilin, Peoples R China
[5] Tianjin Inst Surveying & Mapping, Tianjin, Peoples R China
来源
JOURNAL OF APPLIED REMOTE SENSING | 2017年 / 11卷
基金
中国国家自然科学基金;
关键词
Sentinel-1A; small baselines subset technique; land subsidence; validation; Tianjin; TIME-SERIES; PERMANENT SCATTERERS; SURFACE DEFORMATION; RADAR; INTERFEROMETRY;
D O I
10.1117/1.JRS.11.026024
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
It has been suggested that Tianjin, China, has significant land subsidence due to excessive extraction of water. Although it is presently under control, the land subsidence around Tianjin suburbs in recent years should not be ignored. However, existing research work on land subsidence is based on traditional synthetic aperture radar satellite images in which the research time spans are mainly before 2012. An advanced time-series method, namely small baselines subset (SBAS) technique, is applied to a total of 27 Sentinel-1A images over Tianjin acquired between May 31, 2015, and May 13, 2016, to derive the subsidence magnitude and distribution of Tianjin. Furthermore, the overall and quantitative validations of SBAS-derived results are implemented. First, the overall subsidence distribution derived by SBAS is compared with the annual report of land subsidence in Tianjin 2015, which shows the same subsidence trend and distribution. Then, 44 benchmarks and 2 continuously operating reference station datasets, i.e., CH01 and XQYY, are processed to provide a specific validation of SBAS-derived results of Sentinel-1A. Finally, through investigation, an interpretation from two aspects of groundwater extraction and geological structures of the surrounding Wangqingtuo settlement funnel area is given. (C) 2017 Society of Photo-Optical Instrumentation Engineers (SPIE)
引用
收藏
页数:14
相关论文
共 42 条
[1]  
[Anonymous], 2013, SENTINEL 1 USER HDB
[2]  
[Anonymous], CHIN J GEOL HAZARD C
[3]   A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms [J].
Berardino, P ;
Fornaro, G ;
Lanari, R ;
Sansosti, E .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (11) :2375-2383
[4]  
CGIAR, SRTM 90M DIG EL DAT
[5]   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
[6]   Urban subsidence monitoring using radar interferometry: Algorithms and validation [J].
Crosetto, M ;
Castillo, M ;
Arbiol, R .
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2003, 69 (07) :775-783
[7]  
[董克刚 DONG Kegang], 2008, [中国地质灾害与防治学报, The Chinese Journal of Geological Hazard and Control], V19, P54
[8]  
European Space Agency, Copernicus Open Access Hub
[9]  
Farkas P., 2015, EGU GEN ASS C
[10]   Permanent scatterers in SAR interferometry [J].
Ferretti, A ;
Prati, C ;
Rocca, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (01) :8-20