Title :
Spectral Analysis of Polarimetric Weather Radar Data with Multiple Processes in a Resolution Volume
Author :
Bachmann, Sebastian ; DeBrunner, Victor ; Zrnic, D. ; Yeary, Mark
Author_Institution :
Cooperative Inst. for Mesoscale Meteorol. Studies, Oklahoma Univ., Norman, OK, USA
Abstract :
A new approach for the clear air velocity estimation in weather radar is presented. A combination of nonparametric with parametric spectral analysis allows us to identify and extract multiple processes caused by different scatterer types within a single radar resolution volume. An example of clear air observed using an S-band dual polarization radar is presented. Heretofore, migrating birds and wind-blown insects that are mixed within each resolution volume caused such data to be unusable for meteorological interpretation. In this paper, we construct power spectral densities of polarimetric variables. We use the polarimetric spectral densities to differentiate the scatterer types within the observed radar resolution volume. We demonstrate how our combination of non-parametric and parametric spectral analysis can be used to retrieve the true wind velocity in situations with severe contamination by biological scatterers.
Keywords :
electromagnetic wave polarisation; electromagnetic wave scattering; meteorological radar; radar resolution; spectral analysis; S-band dual polarization radar; biological scatterers; clear air velocity estimation; meteorological interpretation; multiple processes; polarimetric variables; polarimetric weather radar data; power spectral densities; radar resolution volume; scatterer types; spectral analysis; Birds; Data mining; Insects; Meteorological radar; Meteorology; Polarization; Radar polarimetry; Radar scattering; Spectral analysis; Wind speed; Doppler radar; Spectral analysis; Velocity measurement;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366234