P36 Performance
of the Air Force's operational configuration for version 3.5.1 and proposed
configuration for version 3.8.1 using the Weather Research and Forecasting
model
Hertneky, Tracy, Michelle Harrold, Jamie Wolff, and
Christopher Williams, National Center for
Atmospheric Research and Developmental Testbed Center
To assist the Air Force (AF) with making an evidence-based
decision in regards to updating their operational configuration, the
Developmental Testbed Center (DTC) conducted a
testing and evaluation (T&E) activity to compare the performance of a
proposed WRF version 3.8.1 configuration against a configuration using
version 3.5.1 that was previously tested for the AF. Major updates to version
3.8.1 included the use of the Thompson aerosol-aware microphysics scheme and
the updated Rapid Radiative Transfer Model (RRTMG) long wave and short wave
schemes, along with various other changes to physics and dynamics options. A
15 km contiguous US grid was employed for this test, with forecasts
initialized every 36 hours during the winter and summer seasons of 2011-2012
and included a total of 123 cases. The Model Evaluation Tools (MET) software
package was used to conduct a full objective verification analysis of surface
and upper air model data using a variety of verification metrics. In
addition, pair-wise differences between the two configurations were used to
determine statistical significance (SS) and practical significance (PS), a
measure of whether the differences are large enough to be of practical value.
During this presentation, an overview of the analysis will be described with
emphasis placed on PS differences. Briefly, when assessing surface
temperature and dew point temperature bias results, version 3.8.1 performed
better at most forecast lead times, with differences being PS. Differences in
upper air temperature generally favored version 3.8.1 with PS during the
summer, in particular across the Western US region, while version 3.5.1 was
the preferred configuration for upper air dew point temperature over the
Western US during both seasons. |