DocumentCode :
584141
Title :
Time series SAR polarimetric analysis of rice crop based on four-component scattering decomposition
Author :
Cheng, Tzu-Yu ; Chu, Chih-Yuan ; Chen, Kun-Shan ; Yamaguchi, Yoshio ; Lee, Jong-Sen
fYear :
2012
fDate :
Oct. 29 2012-Nov. 2 2012
Firstpage :
620
Lastpage :
623
Abstract :
Terrain and land use classification is one of the most important applications of polarimetric synthetic aperture radar [1]. Various methods have been proposed to classify terrain based on polarimetric statistical characteristics. A four-component scattering decomposition [2] scheme based on the coherency matrix [3] has been proposed to supplement the common three-component decomposition by Freeman and Durden[4] by adding a helix components that represent scattering contribution from complex urban environment. This paper applies the four-component decomposition to analyze the polarimetric response of rice crop from time series of polarimetric SAR data acquired from RADARSAT-2. To trace the growth stage, change detection was performed over the four components, with surface scattering, volume scattering, double bounce, and helix scattering as feature vector, using CFAR detector.
Keywords :
crops; radar polarimetry; synthetic aperture radar; time series; CFAR detector; RADARSAT-2; change detection; coherency matrix; complex urban environment; double bounce; feature vector; four component scattering decomposition; growth stage; helix component; helix scattering; land use classification; polarimetric SAR data; polarimetric response; polarimetric statistical characteristics; polarimetric synthetic aperture radar; rice crop; scattering contribution; surface scattering; terrain classification; time series SAR polarimetric analysis; volume scattering; Agriculture; Educational institutions; Matrix decomposition; Remote sensing; Scattering; Synthetic aperture radar; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Antennas and Propagation (ISAP), 2012 International Symposium on
Conference_Location :
Nagoys
Print_ISBN :
978-1-4673-1001-7
Type :
conf
Filename :
6394016
Link To Document :
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