• DocumentCode
    2052173
  • Title

    Polarimetric Azimuthal Spectral Histogram Exposes Types of Mixed Scatterers and the Cause for Unexpected Polarimetric Averages

  • Author

    Bachmann, Svetlana ; Zrnic, Dusan ; DeBrunner, Victor

  • Author_Institution
    Nat. Severe Storm Lab., Norman
  • Volume
    4
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    Echoes detected by polarimetric weather radar in clear air contain signals from air and biological scatterers. Discriminating the various scatterer types from a composite echo is challenging due to variability in scatterres´ quantity, azimuthal dependences of their polarimetric properties, and uneven mixing in resolution volumes. We use polarimetric spectral densities to estimate the volume content by constructing two dimensional (2D) histograms. The dimensions used to form image are Doppler velocity and polarimetric variable. The assimilation of these histograms in azimuth results in a 3D-azimuthal-spectral-histogram (3DASH). This representation allows us to use transparency for small occurrences to visualize the 3D-signatures of dominant content. The scatterer types have distinguishable signatures in 3DASH due to their diverse physical shapes, scattering properties, different headings, and speeds. 3DASH can help to understand what constitutes the polarimetric averages of the resolution volume. 3DASH can help provide resources for establishing intrinsic polarimetric values/functions for different types of biological scatterers, which are necessary for scatterer classification algorithms.
  • Keywords
    electromagnetic wave scattering; meteorological radar; radar polarimetry; radar signal processing; 3D-azimuthal-spectral-histogram; Doppler velocity; biological scatterers; polarimetric azimuthal spectral histogram; polarimetric weather radar; resolution volume; scatterer classification algorithms; unexpected polarimetric averages; Birds; Clutter; Frequency estimation; Histograms; Insects; Meteorological radar; Radar scattering; Reflectivity; Signal resolution; Spectral analysis; pulse Doppler radar; radar polarimetry; scattering parameters measurement; spectral domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2007. ICIP 2007. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1437-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2007.4379967
  • Filename
    4379967