Tuesday, 13 August 2002: 5:00 PM
Quality control problems for VAD Winds and NEXRAD Level-II winds in the presence of migrating birds
The processing of VAD winds began to be assimilated at the NCEP by RUC in
July 1995 and by the Eta model in June 1997. However, when the many problems
with the data became evident, all operational use of the VAD winds ended in
January 1999. Since then, there has been extensive diagnosis at NCEP and
elsewhere to determine the source of the problems. As a result of those
investigations, a quality control technique was developed that specifically
identifies errors with different characteristics, and marks them for
non-use. Among the marked winds, the majority of the total were classified as errors
due to migrating bird contamination. This classification, however, was
based on the differences between the VAD and background winds at preferred
altitudes and temperatures during bird migration seasons, without using
NEXRAD level-II data nor seeking for ground truth information regarding
the presence versus absence of birds. Because of this, discrimination of
bird echoes from meteorological scatters remains an unresolved and important problem for both VAD winds and level-II radial winds quality control and assimilation. To this end, polarimetric radar data have been
collected during the spring of 2001 to obtain reliable information
regarding to the presence versus absence of birds. NCEP model background
winds and VAD winds have been collected and compared with radiosonde
observations and Level II wind data
to identify error characteristics in VAD winds and Level-II radial winds in
the presence or absence of birds. Detailed results will be
presented at the conference.
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