Title :
Surface Subsidence Monitoring with Coherent Point Target SAR Ineterferometry
Author :
Wang, Yan ; Ge, Daqing ; Hu, Qiong ; Guo, Xiaofang
Author_Institution :
China Aero Geophys. Survey & Remote Sensing Center for Land & Resources, Beijing
Abstract :
In this paper, an improved approach for surface subsidence monitoring with SAR interferometry by using coherent point target is presented. A joint criterion of amplitude dispersion index and high spectral correlation criterion are proposed for coherent point target identification, which enable a flexible target selection in case of small or large volume of SAR data. Further more, in order to avid the decorelation caused by long temporal or spatial baseline, interferogram stack are generated from the combination of those images with a small baseline. For subsidence rate calculation, a spatial and temporal regression is exploited to unwrap the differential phase of each coherent point target and a linear model is adopted for the estimation of deformation parameters. Case studies in two different test sites demonstrate the advantage and limitations of the algorithm.
Keywords :
deformation; geophysical techniques; object detection; radar interferometry; remote sensing by radar; synthetic aperture radar; topography (Earth); SAR interferometry; amplitude dispersion index; coherent point target identification; deformation parameter estimation; high spectral correlation criterion; interferogram; linear model; spatial-temporal regression; surface subsidence monitoring; synthetic aperture radar; Backscatter; Deformable models; Interferometry; Land surface; Parameter estimation; Phase estimation; Pixel; Remote monitoring; Scattering; Surface topography; Coherent point target; D-InSAR; interferogram stack; nonlinear deformation; urban subsidence;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779945