Landslide Monitoring Using Hybrid Conventional and Persistent Scatterer Interferometry

被引:3
作者
Dehghani, Maryam [1 ]
机构
[1] Shiraz Univ, Sch Engn, Dept Civil & Environm Engn, Engn Bldg 1,Namazi Sq,Zand Ave, Shiraz, Iran
关键词
Persistent scatterer interferometry; High-rate; Hybrid; Landslide; SAR INTERFEROMETRY; PERMANENT SCATTERERS; RADAR INTERFEROMETRY; SUBSIDENCE; CITY;
D O I
10.1007/s12524-015-0536-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Kahroud region located in the Alborz Mountains, northern Iran is subject to landslide. In this paper, the impact of two different Persistent Scatterer Interferometry methods on the study area is examined. The standard Stanford method for Persistent Scatterer (StaMPS) was applied to 14 ENVISAT ASAR images spanning between 2006 and 2008, but it was found that the displacement was underestimated due to a high deformation rate. A hybrid method that is a combination of conventional and PSI methods was then applied to the study area. In this method, the deformation rate roughly estimated by stacking the coherent interferograms characterized by small baselines was estimated and subtracted from the wrapped phase. The residual phase was then unwrapped using the standard StaMPS. The estimated rate was finally added back to the unwrapped residual phase. The maximum Line-Of-Sight (LOS) deformation rate estimated from the hybrid method was 25 mm/year, belonging to an area located in the lower part of the landslide. The deformation time series of a couple of distinct points showed differing behavior in different time periods. However, the area was still found to be generally sliding toward the satellite. These results were validated with GPS measurements at 7 stations. The Root Mean Square Error (RMSE) between LOS GPS-derived rates and rates estimated from the hybrid method was estimated as 4 mm/year.
引用
收藏
页码:505 / 513
页数:9
相关论文
共 23 条
[1]  
[Anonymous], 1986, Statist. Sci.
[2]   Subsidence of Kolkata (Calcutta) City, India during the 1990s as observed from space by differential synthetic aperture radar interferometry (D-InSAR) technique [J].
Chatterjee, R. S. ;
Fruneau, Benedicte ;
Rudant, J. P. ;
Roy, P. S. ;
Frison, Pierre-Louis ;
Lakhera, R. C. ;
Dadhwal, V. K. ;
Saha, Ranajit .
REMOTE SENSING OF ENVIRONMENT, 2006, 102 (1-2) :176-185
[3]   Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization [J].
Chen, CW ;
Zebker, HA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2001, 18 (02) :338-351
[4]  
Cornforth D.H., 2005, LANDSLIDES PRACTICE
[5]   Subsidence monitoring using SAR interferometry: Reduction of the atmospheric effects using stochastic filtering [J].
Crosetto, M ;
Tscherning, CC ;
Crippa, B ;
Castillo, M .
GEOPHYSICAL RESEARCH LETTERS, 2002, 29 (09) :26-27
[6]  
Cruden D.M., 1991, B INT ASS ENG GEOLOG, DOI [10.1007/BF02590167, DOI 10.1007/BF02590167]
[7]   Hybrid conventional and Persistent Scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran [J].
Dehghani, Maryam ;
Zoej, Mohammad Javad Valadan ;
Hooper, Andrew ;
Hanssen, Ramon F. ;
Entezam, Iman ;
Saatchi, Sassan .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2013, 79 :157-170
[8]   Permanent scatterers in SAR interferometry [J].
Ferretti, A ;
Prati, C ;
Rocca, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (01) :8-20
[9]   Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry [J].
Ferretti, A ;
Prati, C ;
Rocca, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2000, 38 (05) :2202-2212
[10]   Detection of ground subsidence in the city of Paris using radar interferometry: isolation of deformation from atmospheric artifacts using correlation [J].
Fruneau, B ;
Sarti, F .
GEOPHYSICAL RESEARCH LETTERS, 2000, 27 (24) :3981-3984