Inversion of vegetation height from PolInSAR using complex least squares adjustment method

被引:22
作者
Fu HaiQiang [1 ]
Wang ChangCheng [1 ]
Zhu JianJun [1 ]
Xie QingHua [1 ]
Zhao Rong [1 ]
机构
[1] Cent S Univ, Sch Geosci & Infophys, Changsha 410083, Peoples R China
基金
中国国家自然科学基金;
关键词
polarimetric SAR interferometry (PolInSAR); complex least squares adjustment; random volume over ground (RVoG); vegetation height inversion; truncated singular value decomposition (T-SVD);
D O I
10.1007/s11430-015-5070-1
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In this paper, we propose the novel method of complex least squares adjustment (CLSA) to invert vegetation height accurately using single-baseline polarimetric synthetic aperture radar interferometry (PolInSAR) data. CLSA basically estimates both volume-only coherence and ground phase directly without assuming that the ground-to-volume amplitude radio of a particular polarization channel (e.g., HV) is less than -10 dB, as in the three-stage method. In addition, CLSA can effectively limit errors in interferometric complex coherence, which may translate directly into erroneous ground-phase and volume-only coherence estimations. The proposed CLSA method is validated with BioSAR2008 P-band E-SAR and L-band SIR-C PolInSAR data. Its results are then compared with those of the traditional three-stage method and with external data. It implies that the CLSA method is much more robust than the three-stage method.
引用
收藏
页码:1018 / 1031
页数:14
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