Comprehensive contrast comparison of laver cultivation area extraction using parameters derived from polarimetric synthetic aperture radar data

被引:5
作者
Sugimoto, Mitsunobu [1 ]
Ouchi, Kazuo [1 ]
Nakamura, Yasuhiro [1 ]
机构
[1] Natl Def Acad, Yokosuka, Kanagawa 2398686, Japan
来源
JOURNAL OF APPLIED REMOTE SENSING | 2013年 / 7卷
基金
加拿大自然科学与工程研究理事会;
关键词
synthetic aperture radar; polarization; microwaves; remote sensing; oceanography; DISTRIBUTED HYDROLOGICAL MODEL; LANDSAT THEMATIC MAPPER; OPTIMUM PIXEL SIZE; MIXED GRASSLAND; SOUTHERN CALIFORNIA; VEGETATION INDEXES; WAVELET ANALYSIS; SATELLITE DATA; LEAF; ECOSYSTEMS;
D O I
10.1117/1.JRS.7.073566
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Image contrast between extracted laver cultivation area and background water was extensively compared using various parameters that can be calculated by dual- and quad-polarization (fully polarimetric) synthetic aperture radar data. Each parameter derived from Pauli decomposition, eigenvalue analysis, coherence analysis, and four-component scattering power decomposition (4-CSPD) has distinctive characteristics and react to different backscatterers differently. Contrast comparison was made using these parameters using the L-band quad-polarization data acquired by phased-array L-band synthetic aperture radar (PALSAR) on board advanced land observing satellite (ALOS) and the X-band dual-polarization data acquired by TerraSAR-X, and experimental results showed that the contrast can be improved using multi-polarization data than using single-polarization data. It has also been found that entropy performs better among dual-polarization methods, and the surface scattering component calculated from 4-CSPD exhibits higher contrast than any other parameters from quad-polarization data. (C) 2013 Society of Photo-Optical Instrumentation Engineers (SPIE)
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页数:28
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