• DocumentCode
    1872467
  • Title

    Characterizing multi-layered vegetation with dual-polarimetric TerraSAR-X imagery

  • Author

    Dhar, A. Tishampati ; Gray, B. Doug ; Menges, C. Carl

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. of Adelaide, Adelaide, SA, Australia
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    401
  • Lastpage
    404
  • Abstract
    This paper demonstrates the application of the Gaussian mixture model technique for separation of phase centres in an area containing the aggregate of scattering centres at multiple distances from the SAR sensor. Typically co-polar phase differences have a unimodal gaussian distribution over a diffuse scatterer with high interchannel coherence. This paper shows that in special conditions the phase difference distribution is multimodal with stable mean values and standard deviation over time, indicating correspondence to the separation of coherent scattering centres over the target area.
  • Keywords
    Gaussian distribution; radar polarimetry; synthetic aperture radar; vegetation; vegetation mapping; Gaussian mixture model; SAR sensor; copolar phase difference; dual polarimetric terra SAR-X imagery; interchannel coherence; multilayered vegetation; phase centre separation; phase difference distribution; scattering centre; unimodal Gaussian distribution; Approximation methods; Coherence; Educational institutions; Gaussian distribution; Mathematical model; Vegetation mapping; SAR; dual-polarimetric; gaussian mixtures; vegetation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6048984
  • Filename
    6048984