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
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2016年 / 54卷 / 09期
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
相关论文
共 48 条
  • [41] Built-up Area Extraction from PolSAR Imagery with Model-Based Decomposition and Polarimetric Coherence
    Xiang, Deliang
    Tang, Tao
    Hu, Canbin
    Fan, Qinghui
    Su, Yi
    REMOTE SENSING, 2016, 8 (08)
  • [42] Three-Dimensional Electromagnetic Model-Based Pose Estimation Using Fully Polarimetric Wideband Radar
    Yang, XiaoLiang
    Wen, GongJian
    Ma, CongHui
    Qiu, ShaoHua
    Ding, BaiYuan
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 13 (08) : 1054 - 1058
  • [43] Potential of model-based polarimetric decomposition extended with multi-frequency and multi-incidence PolSAR observations
    Shi, Hongtao
    Zhao, Jinqi
    Liu, Wensong
    Lang, Fengkai
    Qian, Jiaxin
    Zhao, Lingli
    Huang, Yanli
    REMOTE SENSING LETTERS, 2024, 15 (12) : 1282 - 1294
  • [44] All-Sky Soil Moisture Estimation over Agriculture Areas from the Full Polarimetric SAR GF-3 Data
    Luo, Dayou
    Wen, Xingping
    Xu, Junlong
    SUSTAINABILITY, 2022, 14 (17)
  • [45] Urban Damage Level Mapping Based on Co-Polarization Coherence Pattern Using Multitemporal Polarimetric SAR Data
    Chen, Si-Wei
    Wang, Xue-Song
    Xiao, Shun-Ping
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (08) : 2657 - 2667
  • [46] Urban Damage Level Mapping Based on Scattering Mechanism Investigation Using Fully Polarimetric SAR Data for the 3.11 East Japan Earthquake
    Chen, Si-Wei
    Wang, Xue-Song
    Sato, Motoyuki
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (12): : 6919 - 6929
  • [47] Polarimetric Decomposition and Machine Learning-Based Classification of L- and S-Band Airborne SAR (LS-ASAR) Data
    Verma, Shatakshi
    Kumar, Shashi
    Dsouza, Hamish
    EARTH AND SPACE SCIENCE, 2023, 10 (06)
  • [48] Ionospheric Phase Scintillation Correction Based on Multi-Aperture Faraday Rotation Estimation in Spaceborne P-Band Full-Polarimetric SAR Data
    Tang, Feixiang
    Ji, Yifei
    Zhang, Yongsheng
    Dong, Zhen
    Yao, Baidong
    REMOTE SENSING, 2022, 14 (22)