• 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