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“Assessment of the two-way Coupled WRF-CMAQ Model with Observations from the CARES”
Citation:
Gan, M., F. Binkowski, J. Xing, R. Gilliam, David-C Wong, Jon Pleim, AND R. Mathur. “Assessment of the two-way Coupled WRF-CMAQ Model with Observations from the CARES”. 2013 CMAS Conference, Chapel Hill, NC, October 28 - 30, 2013.
Impact/Purpose:
The National Exposure Research Laboratory (NERL) Atmospheric Modeling and Analysis Division (AMAD) conducts research in support of EPA mission to protect human health and the environment. AMAD research program is engaged in developing and evaluating predictive atmospheric models on all spatial and temporal scales for forecasting the air quality and for assessing changes in air quality and air pollutant exposures, as affected by changes in ecosystem management and regulatory decisions. AMAD is responsible for providing a sound scientific and technical basis for regulatory policies based on air quality models to improve ambient air quality. The models developed by AMAD are being used by EPA, NOAA, and the air pollution community in understanding and forecasting not only the magnitude of the air pollution problem, but also in developing emission control policies and regulations for air quality improvements.
Description:
The main goal of this assessment is to evaluate the improved aerosol component of two-way coupled WRF-CMAQ model particularly in representing aerosol physical and optical properties by utilizing observations from the Carbonaceous Aerosol and Radiative Effects Study (CARES) in May 2010 which was held in central California. The objective of the CARES was to investigate the evolution of carbonaceous aerosols of different types and their optical and hygroscopic properties. Since various instruments (e.g. AMS, PSAP and FIMS) were deployed aboard two aircrafts (DOE G-1 and NASA B-200) during the field campaign, the available in situ measurements provide an opportunity to explore the aerosol radiative effects in a detailed manner. For example, measurements of particulate matter size, species and optical properties are made not only at the surface but also in the vertical - these can be utilized to assess the simulation output with a single column model. In addition, satellite data (e.g. SeaWiFS) will be used for regional assessment. The new two-way coupled model has been updated with several modifications such as densities and refractive indices for different particulate matter species based on OPAC dataset and Mie and Core-Shell scattering approaches. Two months (May and June 2010) simulations (feedback and no feedback) at 4-km horizontal resolution are conducted. Detailed comparisons of various meteorological (e.g., PBL heights, radiation fields), chemical (PM composition and relevant gas-phase precursors), and optical (extinction, AOD) characteristics simulated by the model with corresponding measurements from the field campaign will be discussed for simulations involving both aerosol feedback and no-feedback.