Capability of Rice Mapping Using Hybrid Polarimetric SAR Data

被引:21
|
作者
Xie, Lei [1 ]
Zhang, Hong [1 ]
Wu, Fan [1 ]
Wang, Chao [1 ]
Zhang, Bo [1 ]
机构
[1] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
基金
中国国家自然科学基金;
关键词
Degree of linear polarization; degree of polarization; hybrid polarization; linear polarization ratio; rice mapping; synthetic aperture radar (SAR); RADARSAT-2; POLARIZATION; FIELDS;
D O I
10.1109/JSTARS.2014.2387214
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The objectives of this paper are to investigate the capability of hybrid polarimetric synthetic aperture radar (SAR) data for rice mapping and to explore the relationships between the hybrid polarimetric information and rice biophysical parameters. The linear polarization ratio (mu(L)) is analyzed on the basis of reflection symmetry and simulated data, and has been demonstrated to behave similarly to the HH/VV polarization ratio, which has been widely used in rice and wheat mapping. The degree of linear polarization (P-L) shows great potential in rice monitoring as well. In addition, a modified entropy-alpha decomposition method for hybrid polarimetric SAR is proposed to analyze the temporal scattering behaviors of rice in different growth stages. The degree of polarization (m), mu L and P-L are shown to be able to reflect the growth status of rice to a certain extent, and their empirical models are explored. Time-series images acquired by Radarsat-2 at C-band and in situ data, such as the fresh biomass, dry biomass, height, and days after transplantation (DAT), are used to demonstrate the analytical method and the foresaid conclusions.
引用
收藏
页码:3812 / 3822
页数:11
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