Spectral Density of Polarimetric Variables Separating Biological Scatterers in the VAD Display

Svetlana Bachmann Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, and NOAA/OAR/National Severe Storms Laboratory, Norman, Oklahoma

Search for other papers by Svetlana Bachmann in
Current site
Google Scholar
PubMed
Close
and
Dusan Zrnić Cooperative Institute for Mesoscale Meteorological Studies, University of Oklahoma, and NOAA/OAR/National Severe Storms Laboratory, Norman, Oklahoma

Search for other papers by Dusan Zrnić in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

Echoes in clear air from two types of biological scatterers mixed within the resolution volumes over a large region, observed with S-band dual polarization radar, are presented. This case occurred in the evening of 7 September 2004, at the beginning of the fall migrating season of song birds (passerines). Polarimetric spectral analyses are used for distinguishing birds and insects in multimodal spectra. Spatial continuity of spectral peaks shows clear separation of insect (wind) speeds from bird speeds. Spectral densities of polarimetric variables exhibit vastly different values at speeds corresponding to insects than from those of birds, allowing the separation of the two scatterer types. Therefore, the statistics of the intrinsic polarimetric variables computed from spectral densities are unbiased and closer to the ensemble statistics of the echo type than the ones obtained with standard processing techniques. A novel display of the spectral densities versus azimuth, termed spectral velocity–azimuth display (SVAD), is constructed for easier viewing and interpretation of the velocity field. Analyses of the SVADs reveal the mean velocities and the directions of the two types of scatterers.

Corresponding author address: Svetlana M. Bachmann, CIMMS/NSSL, 120 David L. Boren Blvd., Norman, OK 73072. Email: Svetlana.Bachmann@noaa.gov

Abstract

Echoes in clear air from two types of biological scatterers mixed within the resolution volumes over a large region, observed with S-band dual polarization radar, are presented. This case occurred in the evening of 7 September 2004, at the beginning of the fall migrating season of song birds (passerines). Polarimetric spectral analyses are used for distinguishing birds and insects in multimodal spectra. Spatial continuity of spectral peaks shows clear separation of insect (wind) speeds from bird speeds. Spectral densities of polarimetric variables exhibit vastly different values at speeds corresponding to insects than from those of birds, allowing the separation of the two scatterer types. Therefore, the statistics of the intrinsic polarimetric variables computed from spectral densities are unbiased and closer to the ensemble statistics of the echo type than the ones obtained with standard processing techniques. A novel display of the spectral densities versus azimuth, termed spectral velocity–azimuth display (SVAD), is constructed for easier viewing and interpretation of the velocity field. Analyses of the SVADs reveal the mean velocities and the directions of the two types of scatterers.

Corresponding author address: Svetlana M. Bachmann, CIMMS/NSSL, 120 David L. Boren Blvd., Norman, OK 73072. Email: Svetlana.Bachmann@noaa.gov

Save
  • Achtemeier, G. L., 1991: The use of insects as traces for “clear-air” boundary layer studies by Doppler radar. J. Atmos. Oceanic Technol., 8 , 746765.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Bachmann, S. M., and Zrnić D. S. , 2005: Spectral polarimetry for identifying and separating mixed biological scatterers. Preprints, 32d Int. Conf. on Radar Meteorology, Albuquerque, NM, Amer. Meteor. Soc., CD-ROM, P9R-5.

  • Chapman, J. W., Reynolds D. R. , Smith A. D. , Smith E. T. , and Woiwod I. P. , 2004: An aerial netting study of insects migrating at high altitude over England. Bull. Entomol. Res., 94 , 123136.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Cornman, L. B., Goodrich R. K. , Morse C. S. , and Ecklund W. L. , 1998: A fuzzy logic method for improved moment estimation from Doppler spectra. J. Atmos. Oceanic Technol., 15 , 12871305.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Doviak, R. J., and Zrnić D. S. , 1993: Doppler Radar and Weather Observations. Academic Press, 562 pp.

  • Gill, F. B., 1994: Ornithology. Freeman & Cia, 766 pp.

  • Kezys, V., Torlaschi E. , and Haykin S. , 1993: Potential capabilities of coherent dual polarization X-band radar. Preprints, 26th Int. Conf. on Radar Meteorology, Norman, OK, Amer. Meteor. Soc., 106–108.

  • Lee, J. S., Hoppel K. W. , Mango S. A. , and Miller A. R. , 1994: Intensity and phase statistics of multi look polarimetric and interferometric SAR imagery. IEEE Trans. Geosci. Remote Sens., 32 , 10171028.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lhermitte, R. M., and Atlas D. , 1961: Precipitation motion by pulse Doppler radar. Proc. Ninth Weather Radar Conf., Kansas City, MO, Amer. Meteor. Soc., 218–223.

  • Rabin, R. M., and Zrnić D. S. , 1980: Subsynoptic-scale vertical wind revealed by dual Doppler radar and VAD analysis. J. Atmos. Sci., 37 , 644654.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Riley, J. R., 1999: Radar returns from insects: Implications for meteorological radars. Preprints, 29th Int. Conf. on Radar Meteorology, Montreal, QC, Canada, Amer. Meteor. Soc., 390–393.

  • Schuur, T., Ryzhkov A. , and Heinselman P. , 2003: Observations and classification of echoes with the polarimetric WSR-88D radar. NSSL Rep., NOAA/OAR, Norman, OK, 45 pp.

  • Unal, C. M. H., and Moisseev D. N. , 2004: Combined Doppler and polarimetric radar measurements: Correction for spectrum aliasing and nonsimultaneous polarimetric measurements. J. Atmos. Oceanic Technol., 21 , 443456.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wilczak, J. M., and Coauthors, 1995: Contamination of wind profiler data by migrating birds: Characteristics of corrupted data and potential solutions. J. Atmos. Oceanic Technol., 12 , 449467.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Yanovsky, F. J., Russchenberg H. W. J. , and Unal C. M. H. , 2005: Retrieval of information about turbulence in rain by using Doppler-polarimetric radar. IEEE Trans. Microwave Theory Technol., 53 , 444450.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Zhang, P., Ryzhkov A. V. , and Zrnić D. S. , 2005: Observation of insects and birds with a polarimetric prototype of WSR-88D radar. Preprints, 32d Conf. on Radar Meteorology, Albuquerque, NM, Amer. Meteor. Soc., CD-ROM, 9R6.

  • Zrnić, D. S., and Ryzhkov A. V. , 1998: Observation of insects and birds with polarimetric radar. IEEE Trans. Geosci. Remote Sens., 36 , 661668.

All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 263 85 13
PDF Downloads 215 78 6