• DocumentCode
    1456652
  • Title

    The modified beta density function as a model for synthetic aperture radar clutter statistics

  • Author

    Maffett, Andrew L. ; Wackerman, Christopher C.

  • Author_Institution
    Environ. Res. Inst. of Michigan, Ann Arbor, MI, USA
  • Volume
    29
  • Issue
    2
  • fYear
    1991
  • fDate
    3/1/1991 12:00:00 AM
  • Firstpage
    277
  • Lastpage
    283
  • Abstract
    The authors show that the modified beta distribution function is an adequate model for the underlying distribution function of the random variable used to model synthetic-aperture radar (SAR) image data. The model represents a range of SAR returns from different sea ice types by using a simple change in its parameter. The ability is explained by describing the distribution functions in, width. modified skewness space where the modified beta function covers a region while the other, more common, distribution functions cover only a curve. A procedure for comparing simple distribution functions with analytical functions specifically for digitized SAR data is presented
  • Keywords
    oceanographic techniques; remote sensing by radar; sea ice; SAR; image data; measurement; model; modified beta density function; modified beta distribution function; ocean; remote sensing; sea ice; synthetic aperture radar clutter statistics; technique; Classification algorithms; Clutter; Density functional theory; Distribution functions; Ice; Large-scale systems; Random processes; Statistical distributions; Statistics; Synthetic aperture radar;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/36.73669
  • Filename
    73669