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
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