The dual-polarization (dual-pol) Doppler
radar
provides more information on precipitation particles compared with the traditional Doppler
radar
. In this study, the dual-pol
radar
observations of differential reflectivity (
ZDR), specific differential phase (
KDP), and radial velocity (VR) collected by the C-band Advanced
Radar
for Meteorological and Operational Research are assimilated for a convective storm on June 23,2008. Two different warm-rain
radar
forward operators for
ZDR and
KDP data assimilation are built on the basis of empirical relationships between the dual-pol variables and water content in precipitation. The advanced research version of the Weather Research and Forecasting (WRF) model and three-dimensional variational (3DVAR) data assimilation system are used in this study. The main goal of this study is to demonstrate the sensitivity of initialization and prediction of a real case event to the dual-pol
radar
data assimilation with different
radar
forward operators. The results show that both forward operators successfully assimilate the
ZDR,
KDP, and VR data and help with the initialization and short-term forecast for the thunderstorm event. In addition, significant sensitivity caused by the use of different
radar
operators is found in the thermodynamic, kinematic, and microphysical fields of the storm, especially over the storm region. However, the storm location and movement are not largely influenced; hence, short-term precipitation forecast is not largely affected by the use of different
radar
operators.
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