• DocumentCode
    1901075
  • Title

    A simulation study of topographic effects on polsar classification of forests and crops

  • Author

    Ainsworth, T.L. ; Williams, M.L.

  • Author_Institution
    Naval Res. Lab., Washington, DC, USA
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    4107
  • Lastpage
    4110
  • Abstract
    We investigate the dependence of polarimetric decomposition techniques upon terrain and vegetation canopy properties. We establish a physics-based model which highlights the interdependence of scattering mechanisms, and employ a simulation which encapsulates this combination of scattering theory and Synthetic Aperture Radar (SAR) imaging theory. We use the simulation to calculate polarimetric SAR images of forested terrain with high fidelity, and perform polarimetric decomposition analysis on the simulated data. Correcting for terrain azimuth slope leaves a residual dependence in polarimetric response that can be interpreted through the dependence of scattering on the terrain and imaging geometry. We will apply a similar analysis to POLSAR data from RADARSAT-2 and PALSAR to collaborate the model predictions.
  • Keywords
    geophysical image processing; radar polarimetry; remote sensing by radar; synthetic aperture radar; terrain mapping; topography (Earth); vegetation mapping; POLSAR classification; POLSAR data; RADARSAT-2; forested terrain; imaging geometry; physics-based model; polarimetric SAR images; polarimetric decomposition analysis; polarimetric decomposition techniques; polarimetric response; scattering mechanisms; scattering theory; synthetic aperture radar imaging theory; terrain azimuth slope; terrain properties; topographic effects; vegetation canopy properties; Azimuth; Backscatter; Remote sensing; Rough surfaces; Scattering; Surface roughness; Vegetation mapping; Classification; Polarimetry; Synthetic Aperture Radar;
  • 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.2011.6050136
  • Filename
    6050136