The Impacts of Building Orientation on Polarimetric Orientation Angle Estimation and Model-Based Decomposition for Multilook Polarimetric SAR Data in Urban Areas

被引:23
|
作者
Li, Hongzhong [1 ,2 ,3 ]
Li, Qingquan [1 ,2 ,3 ]
Wu, Guofeng [1 ,2 ,3 ]
Chen, Jinsong [4 ]
Liang, Shouzhen [5 ]
机构
[1] Shenzhen Univ, Shenzhen Key Lab Spatial Informat Smart Sensing &, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Key Lab Geoenvironm Monitoring Coastal Zone, Natl Adm Surveying Mapping & GeoInformat, Shenzhen 518060, Peoples R China
[3] Shenzhen Univ, Coll Informat Engn, Shenzhen 518060, Peoples R China
[4] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[5] Shandong Inst Agr Sustainable Dev, Jinan 250100, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Building orientation; model-based decomposition; polarimetric orientation angle (POA); polarimetric synthetic aperture radar (PolSAR); RADAR; SHIFTS; COMPENSATION; SIMULATION;
D O I
10.1109/TGRS.2016.2567421
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
Building orientation with respect to the radar look direction has a critical influence on the interpretation of multilook polarimetric synthetic aperture radar (PolSAR) data in urban areas. In this paper, its impacts on polarimetric orientation angle (POA) estimation and model-based decomposition are discussed. The discussion begins with the analysis of the general double-bounce scattering model, of which the characteristics are dependent on the electromagnetic and geometric parameters of the related dihedral structure. Then, for multilook PolSAR data, the polarimetric scattering mechanism in urban areas is modeled by two double-bounce scatterings from two orthogonal dihedral structures. Fromthe model, the impacts of the building orientation on POA estimation can be revealed. With the increase of the building orientation, the POA difference between the two dihedral structures increases gradually, and the feasibility to estimate the building orientation via the estimated POA is reduced dramatically. Upon further analysis, we illustrate the impacts on the model-based decomposition. With the increase of the building orientation, the dominant scattering mechanism labeling technique based on the model-based decompositions will gradually become invalid. Moreover, the processing of POA compensation, which is helpful in reducing the impacts of the building orientation, also becomes invalid when the building orientation increases to a certain value. At last, three L-band data sets of San Francisco acquired by AIRSAR are used to verify the inferences. The experimental results show that, for L-band PolSAR data in urban areas, when the radar look angle is around 45, the threshold of building orientation for the validity of dominant scattering mechanism labeling is about +/- 3, and for the POA compensation, the threshold is about +/- 12.
引用
收藏
页码:5520 / 5532
页数:13
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