Impact of SAR Image Resolution on Polarimetric Persistent Scatterer Interferometry With Amplitude Dispersion Optimization

被引:6
|
作者
Zhao, Feng [1 ,2 ]
Mallorqui, Jordi J. [3 ]
Lopez-Sanchez, Juan M. [4 ]
机构
[1] China Univ Min & Technol CUMT, Sch Environm Sci & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China
[2] Minist Nat Resources China, Key Lab Land Environm & Disaster Monitoring, Xuzhou 221116, Jiangsu, Peoples R China
[3] Univ Politecn Cataluna, CommSensLab, Barcelona 08034, Spain
[4] Univ dAlacant, Inst Comp Res IUII, Signals Syst & Telecommun Grp, Alicante 03080, Spain
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2022年 / 60卷
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Optimization; Radar polarimetry; Spatial resolution; Synthetic aperture radar; Scattering; Interferometry; Strain; Ground deformation; interferometric phase optimization; persistent scatterer interferometry (PSI); polarimetry; synthetic aperture radar (SAR) image resolution; TEMPORAL SUBLOOK COHERENCE; MATRIX DECOMPOSITION; PIXEL SELECTION; RETRIEVAL; ALGORITHM;
D O I
10.1109/TGRS.2021.3059247
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
Polarimetric persistent scatterer interferometry (PolPSI) takes advantage of polarimetric optimization algorithms that enhance interferogramsx2019; phase quality by adequately combining the available polarization channels (e.g., HH, VV, HV, and VH) into an improved one. Amplitude dispersion is one of the commonly used phase quality metrics for this optimization. The resolution of the images is supposed to have an impact on the performance of -based PolPSI in terms of both pixel density and quality. In this research, this impact is investigated. Specifically, 30 quad-pol RADARSAT-2 images over Barcelona with a resolution around 5 m in both range and azimuth are employed to generate additional data sets with degraded resolutions, ranging from 7.5 to 20 m. The results confirm that, in all cases, the ability of to select high-quality pixels, i.e., persistent scatterers, decreases when the spatial resolution worsens because the loss of resolution increases the number of scatterers present in a resolution cell. In addition, it would be expected that the performance of the polarimetric optimization ofwould tend to decrease when the spatial resolution worsens. However, for all employed resolutions, the polarimetric optimization improves the density and quality of PSs with respect to that of any single polarimetric channel. Moreover, this improvement is more noticeable, in relative terms, as the image resolution degrades.
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页数:10
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