Persistent Scatterer Analysis Using Dual-Polarization Sentinel-1 Data: Contribution From VH Channel

被引:25
|
作者
Shamshiri, Roghayeh [1 ]
Nahavandchi, Hossein [1 ]
Motagh, Mahdi [2 ,3 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Civil & Environm Engn, N-7491 Trondheim, Norway
[2] GFZ German Res Ctr Geosci, D-14473 Potsdam, Germany
[3] Leibniz Univ Hannover, D-30167 Hannover, Germany
关键词
Dual polarization; optimization; persistent scatterer interferometric synthetic aperture radar (PS-InSAR); sentinel-1; DIFFERENTIAL SAR INTERFEROMETRY; POLARIMETRIC SAR; PERMANENT SCATTERERS; COHERENCE OPTIMIZATION; RADAR POLARIMETRY; TIME-SERIES; DEFORMATION; INSAR; IMAGES; PSI;
D O I
10.1109/JSTARS.2018.2848111
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The regular acquisition and relatively short revisit time of Sentinel-I satellite improve the capability of a persistent scatterer interferometric synthetic aperture radar (PS-InSAR) as a suitable geodetic method of choice for measuring ground surface deformation in space and time. The SAR instrument aboard the Sentinel-1 satellite supports operation in dual polarization (HH-HV, VV-VH), which can be used to increase the spatial density of measurement points through the polarimetric optimization method. This study evaluates the improvement in displacement mapping by incorporating the information obtained from the VH channel of Sentinel-1 data into the PS-InSAR analysis. The method that has shown great success with different polarimetric data performs a search over the available polarimetric space in order to find a linear combination of polarization states, which yields the optimum PS selection criterion using the amplitude dispersion index (ADI) criterion. We applied the method to a dataset of 50 dual-polarized (VV-VH) Sentinel-1 images over Trondheim city in Norway. The results show overall increase of about 186% and 78% in the number of PS points with respect to the conventional channels of VH and VV, respectively. The study concludes that, using the AIM optimization, we can incorporate information from the VH channel into the PS-InSAR analysis, which otherwise is lost due to its low amplitude.
引用
收藏
页码:3105 / 3112
页数:8
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