DocumentCode :
71370
Title :
Polarimetric SAR Response of Snow-Covered Area Observed by Multi-Temporal ALOS PALSAR Fully Polarimetric Mode
Author :
Sang-Eun Park ; Yamaguchi, Yoshio ; Singh, Gagan ; Yamaguchi, Satarou ; Whitaker, Andrew C.
Author_Institution :
Grad. Sch. of Sci. & Technol., Niigata Univ., Niigata, Japan
Volume :
52
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
329
Lastpage :
340
Abstract :
This study discusses the capability assessment of fully polarimetric L-band spaceborne synthetic aperture radar (SAR) for detection of seasonal snow covered areas. In this paper, ALOS PALSAR time-series data sets obtained in quad-pol modes have been investigated to evaluate the polarimetric signal scattered from a snow-covered mountainous ecosystem in Niigata, Japan. Results show that changes in the scattering mechanism across the various snow states can be identified from polarimetric parameters. In particular, different polarimetric parameters offer complementary information on the snow properties. Based on the characteristic seasonal changes of polarimetric parameters, a new method to map snow-covered areas is proposed in this study using an information fusion approach. Snow extent can be identified successfully by combining polarimetric indices with an overall accuracy of 74.4% as compared with in situ measurements and 77.0% as compared with optical images.
Keywords :
radar polarimetry; remote sensing by radar; snow; spaceborne radar; synthetic aperture radar; time series; Japan; Niigata; capability assessment; fully polarimetric L-band spaceborne synthetic aperture radar; fully polarimetric mode; information fusion approach; multitemporal ALOS PALSAR; polarimetric SAR response; polarimetric indices; polarimetric parameters; polarimetric signal; quad-pol modes; seasonal snow covered areas; snow properties; snow states; snow-covered areas; snow-covered mountainous ecosystem; time-series data sets; Backscatter; Covariance matrices; Eigenvalues and eigenfunctions; L-band; Scattering; Snow; Synthetic aperture radar; ALOS/PALSAR; radar polarimetry; snow mapping; target decomposition;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2013.2240000
Filename :
6471205
Link To Document :
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