Performance Evaluation of the WRF-Chem Model with Different Physical Parameterization Schemes during an Extremely High PM_(2.5) Pollution Episode in Beijing

Dongsheng Chen ； Xin Xie ； Ying Zhou ； Jianlei Lang ； Tingting Xu ； Nan Yang ； Yuehua Zhao ； Xiangxue Liu

《Aerosol and Air Quality Research》 17卷1期 (2017/01) Pp. 262-277

https://doi.org/10.4209/aaqr.2015.10.0610

摘要

To understand the impacts of different combinations of planetary boundary layer (PBL), short-wave (SW) and longwave (LW) radiation schemes on the simulation results of meteorological variables and PM_(2.5) concentrations under extremely heavy pollution conditions, the Weather Research and Forecasting model with Chemistry (WRF-Chem) model was applied in Beijing to investigate a high PM_(2.5) pollution episode that occurred in January, 2013. Four PBL schemes, two SW schemes and three LW schemes with a total of 12 ensemble experiments were conducted in this study. The simulated meteorological variables including the temperature at 2 m (T2), the wind speed at 10 m (WS10) and the relative humidity (RH) were compared with their actual observations and the PM_(2.5) concentrations. A correlation analysis between the PM_(2.5) and T2, WS10 and RH values was also explored. The results indicated that there were no ideal scheme combinations that were most suitable for all meteorological variable simulations during this heavy pollution episode in Beijing. With the same emissions input, the simulation results of the WRF-Chem model that were configured with different physical parameterization schemes may vary significantly. As for the PM_(2.5) simulation, the combination of the YSU PBL, Goddard SW and GFDL LW schemes showed the greatest consistency with the observed values. Although the PBL schemes have the dominant impacts on the simulations of meteorological variables, the selection of LW and SW schemes is of the same importance.

關鍵字

Heavy haze pollution ； Numerical simulation ； Physical parameterization schemes