Atmospheric Phase Screen Compensation on Wrapped Ground-Based SAR Interferograms

被引:9
|
作者
Falabella, Francesco [1 ,2 ,3 ]
Perrone, Angela [2 ]
Stabile, Tony Alfredo [2 ]
Pepe, Antonio [3 ]
机构
[1] Univ Basilicata, Sch Engn, I-85100 Potenza, Italy
[2] Natl Res Council CNR, Inst Methodol Environm Anal IMAA, I-85050 Tito, Italy
[3] Natl Res Council CNR Italy, Inst Elect Sensing Environm IREA, I-80124 Naples, Italy
关键词
Synthetic aperture radar; Strain; Refractive index; Monitoring; Instruments; Indexes; Decorrelation; Atmospheric phase screen (APS); ground-based systems; synthetic aperture radar (SAR); SAR interferometry; APERTURE RADAR INTERFEROMETRY; ARTIFACT COMPENSATION; PERMANENT SCATTERERS; NOISE MODEL; INSAR; LANDSLIDE; ALGORITHM; INSTABILITY; TOPOGRAPHY; EARTHQUAKE;
D O I
10.1109/TGRS.2021.3055648
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This work proposes a method for estimating and compensating the atmospheric phase screen (APS) in sets of synthetic aperture radar (SAR) interferograms generated with a ground-based SAR (GB-SAR) instrument. We address the presented approachx2019;s physical, statistical, and mathematical framework by discussing its potential and limitations. In contrast with other existing algorithms that estimate the APS from the unwrapped phase signals, our methodology is based on the straightforward analysis of the wrapped phases, directly. Therefore, the method is not affected by any potential phase unwrapping mistake, and it is suitable for multitemporal interferometric SAR (InSAR) applications. The effects of the local topography, the decorrelation noise, and the ground deformation on the APS estimates are deeply studied. Experiments performed on simulated and real GB-SAR InSAR data corroborate the validity of the theory. In particular, the simulated results show that the method is beneficial in zones with medium-to-high topographic slopes (e.g., for Alpine and mountainous regions).
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页数:15
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