Spatial analysis of surface deformation distribution detected by persistent scatterer interferometry in Lanzhou Region, China

被引:17
作者
Xue, Yating [1 ,2 ]
Meng, Xingmin [1 ]
Wasowsk, Janusz [3 ]
Chen, Guan [1 ]
Li, Kai [1 ]
Guo, Peng [1 ]
Bovenga, Fabio [4 ]
Zeng, Runqiang [1 ]
机构
[1] Lanzhou Univ, Key Lab West Chinas Environm Syst, Lanzhou, Gansu, Peoples R China
[2] Northwest Univ Nationalities, Math & Comp Sci Dept, Lanzhou, Gansu, Peoples R China
[3] CNR IRPI, Via Amendola 122-D, I-70126 Bari, Italy
[4] CNR ISSIA, Via Amendola 122 D, I-70126 Bari, Italy
基金
中国国家自然科学基金;
关键词
PS-InSAR; Surface deformation; Slope hazards; RADAR INTERFEROMETRY; PERMANENT SCATTERERS; SAR INTERFEROMETRY; LANDSLIDES; SUBSIDENCE; LANDERS; LOESS; INSAR;
D O I
10.1007/s12665-015-4806-8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Persistent scatterer synthetic aperture radar interferometry (PS-InSAR) is a remote sensing method that can be used to detect surface deformation, which is an indicator of potential geohazards. By capturing such deformations over time, it is possible to obtain valuable information regarding geohazards such as landslides. This study focused on the use of PS-InSAR to investigate the distribution and causes of surface deformation in the Lanzhou region of Gansu Province in China. Between 2003 and 2010, 41 advanced synthetic aperture radar images were captured by the Envisat satellite and analyzed using PS-InSAR, and the correlation between the observed surface deformation and topographic, geologic, and anthropogenic factors was derived based on a geographic information system platform. It was found that the largest number and highest density of surface deformations occurred at elevations of 1486-1686 m. It was also established that slope ranges of 25 degrees-30 degrees and 35 degrees-40 degrees are threshold values at which surface deformation changes abruptly, and that slopes with north and northwest aspects are most prone to surface deformation. The lithologies most susceptible to surface deformation are clay, sandy soil, and loess. The normalized difference vegetation index indicated that surface deformation occurred most often in areas with sparse vegetation. Anthropogenic activities, e. g., construction and wastewater discharge, could be inferred as causal mechanisms of surface deformation. Comparison of the distributions of geohazards and surface deformation showed considerable consistency, which proves surface deformation can induce geohazards. These results could help governments improve urban planning and geohazard mitigation.
引用
收藏
页码:1 / 12
页数:12
相关论文
共 41 条
  • [1] Using COSMO/SkyMed X-band and ENVISAT C-band SAR interferometry for landslides analysis
    Bovenga, F.
    Wasowski, J.
    Nitti, D. O.
    Nutricato, R.
    Chiaradia, M. T.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 119 : 272 - 285
  • [2] A procedure for landslide susceptibility zonation by the conditional analysis method
    Clerici, A
    Perego, S
    Tellini, C
    Vescovi, P
    [J]. GEOMORPHOLOGY, 2002, 48 (04) : 349 - 364
  • [3] Monitoring landslides and tectonic motions with the Permanent Scatterers Technique
    Colesanti, C
    Ferretti, A
    Prati, C
    Rocca, F
    [J]. ENGINEERING GEOLOGY, 2003, 68 (1-2) : 3 - 14
  • [4] Investigating landslides with space-borne synthetic aperture radar (SAR) interferometry
    Colesanti, Carlo
    Wasowski, Janusz
    [J]. ENGINEERING GEOLOGY, 2006, 88 (3-4) : 173 - 199
  • [5] Spaceborne Differential SAR Interferometry: Data Analysis Tools for Deformation Measurement
    Crosetto, Michele
    Monserrat, Oriol
    Cuevas, Maria
    Crippa, Bruno
    [J]. REMOTE SENSING, 2011, 3 (02): : 305 - 318
  • [6] Derbyshire E, 2000, LANDSLIDES THICK LOE, P288
  • [7] Particle packing in loess deposits and the problem of structure collapse and hydroconsolidation
    Dijkstra, TA
    Smalley, IJ
    Rogers, CDF
    [J]. ENGINEERING GEOLOGY, 1995, 40 (1-2) : 49 - 64
  • [8] Ding ZQ, 2009, LANZHOU CITY GEOLOGI, P44
  • [9] Permanent scatterers in SAR interferometry
    Ferretti, A
    Prati, C
    Rocca, F
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (01): : 8 - 20
  • [10] Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry
    Ferretti, A
    Prati, C
    Rocca, F
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (05): : 2202 - 2212