长江三角洲地区化学天气预报:WRF-Chem的应用

Guangqiang Zhou, Li Peng, F. Geng, Jianming Xu, Fan Yang, X. Tie
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引用次数: 4

摘要

建立了基于WRF-Chem模式的长三角地区化学天气预报业务系统。WRF-Chem是由美国国家大气研究中心(NCAR)、美国国家海洋和大气管理局(NOAA)等联合开发的一个完全耦合的“在线”区域化学/输送模型。该模型包括动力学、输运、干湿沉积、气相和气溶胶化学、辐射和光解以及表面排放的在线计算。利用TM (Thematic Mapper)土地利用数据实施街道排放清查并进行分辨率细化。在实际应用中,由于YRD地区气溶胶浓度高,引入了气溶胶对光解的影响,从而对模型进行了更新。业务系统提供区域分布和站点时间变化产品,包括O3、SO2、NOx (NO、NO2)、CO、挥发性有机化合物(VOCs)和气溶胶(PM10、PM2.5、EC)等。利用上海上空5个站点的观测资料对系统的性能进行了评价。结果表明:1)气溶胶对光解作用的引入显著提高了臭氧的预报精度;2)数值预报在臭氧和气溶胶浓度及时间变率方面都有较好的表现,但在非常高浓度的情况下仍需改进。该操作系统将大大有利于长三角地区的化学天气预报。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chemical weather forecast over the Yangtze River Delta region: Application of WRF-Chem
An operational system was built based on WRF-Chem model for the chemical weather forecast over the Yangtze River Delta (YRD) region. WRF-Chem is a fully coupled `online' regional chemistry/transport model jointly developed by the National Center for Atmospheric Research (NCAR), National Oceanic and Atmospheric Administration (NOAA) etc. The model includes on-line calculations of dynamics, transport, dry and wet deposition, gas-phase and aerosol chemistry, radiation and photolysis, and surface emissions. The Streets emission inventory was implemented and fined in resolution by using TM (Thematic Mapper) land-use data. For the application, the model was updated by introducing the effect of aerosol on photolysis due to the high aerosol concentration over the YRD region. The operational system supplies regional distribution and station temporal variation products including O3, SO2, NOx (NO, NO2), CO, volatile organic compounds (VOCs) and aerosol (PM10, PM2.5, EC) etc. The observational data at five sites over Shanghai was used to evaluate the performance of the system. The results show that 1) the introduction of aerosol effect on photolysis distinctly increases ozone forecast, and 2) the numerical forecast has good performance in both concentration and temporal variability of ozone and aerosol, although it needs to be improved for very high concentration episodes. The operational system will greatly benefit the chemical weather forecast over the YRD region.
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