Coniferous and Broad-Leaved Forest Distinguishing Using L-Band Polarimetric SAR Data

被引:5
作者
Shang, Fang [1 ]
Saito, Taiga [1 ]
Ohi, Saya [1 ]
Kishi, Naoto [1 ]
机构
[1] Univ Electrocommun, Dept Comp & Network Engn, Tokyo 1828585, Japan
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2021年 / 59卷 / 09期
关键词
Sensitivity; Correlation; Distributed databases; Forestry; Vegetation; Surfaces; Feature extraction; polarimetric synthetic aperture radar (PolSAR); stokes parameters; CLASSIFICATION; RADAR;
D O I
10.1109/TGRS.2020.3032468
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
This article proposes a coniferous and broad-leaved forest distinguishing method using L-band polarimetric SAR data based on the structure-orientation parameter. The structure-orientation parameter is one of the averaged Stokes vector-based discriminators which is sensitive to the composition of equivalent horizontal and vertical structures. In the proposed method, the structure-orientation parameters is compensated by employing the scattered power information to remove the influence of the topography. The final distinguishing result is generated based on the statistical feature of the compensated parameters. The experiments using several sets of ALOS2-PALSAR2 level 1.1 data prove that the proposed method has high performance for forest-type distinguishing.
引用
收藏
页码:7487 / 7499
页数:13
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