Parameterization of mean terminal velocity of hydrometeors in convective clouds
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更新:2022-07-24 15:14:51
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摘要
The mean terminal velocities of different types of hydrometeors play an important role in cloud dynamical and microphysical processes. In this study, numerical simulations of a tropical deep convection from WRF model coupled with spectral bin microphysics was used to investigate the relationships between mean terminal velocity and volume mean diameter of different hydrometeors (i.e., cloud droplet, rain drop, ice crystal, snow, and graupel) as well as how they change with different background aerosol concentrations. The results showed a positive correlation between either the mass-weighted mean terminal velocity (Vm) or the number-weighted mean terminal velocity (Vn) and the volume-mean diameter (Dv), with correlation coefficient greater than 0.8. The amplitude of Vm and Vn are contributed mostly by large and small size of hydrometeors, respectively, hence the values of Vm are greater than that of Vn. The number concentrations of both large and small size of hydrometeors increase with enhanced aerosol loading, resulting in increment of Vm and decrement of Vn respectively. The parameterizations of Vm (Vn) have been established under different aerosol conditions. The parameterized Vm (Vn) was then compared with default values used in the model when a fixed shape parameter of gamma distribution used in the bulk microphysics theoretically, which suggesting smaller Vm while larger Vn values from the parameterizations. Moreover, the proposed parameterizations are further applied to the Morrison microphysical scheme in WRF model for simulation of a convective cloud. Changes in Vm and Vn as mentioned above directly affect the sedimentation process of precipitating hydrometors, such as raindrop, snow and graupel, which lead to increased (decreased) mass (number) concentration of hydrometeors. Changes in the parameterization of the mean terminal velocity lead to different vertical structure of hydrometeors.
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