An Evaluation of the MM5, RAMS, and Meso-Eta Models at Subkilometer Resolution Using VTMX Field Campaign Data in the Salt Lake Valley

Abstract This study presents what is, to the authors' knowledge, the first intercomparison and evaluation of three state-of-the-art mesoscale numerical models, the fifth-generation Pennsylvania State University–NCAR Mesoscale Model (MMS), the Regional Atmospheric Modeling System (RAMS), and the NCEP Meso-Eta, at horizontal resolution finer than 1 km. Simulations were carried out for both weak and strong synoptic forcing cases during the Vertical Transport and Mixing (VTMX) field campaign conducted in the Salt Lake valley in October of 2000. Both upper-air and surface observations at high spatial and temporal resolution were used to evaluate the simulations with a focus on boundary layer structures and thermally driven circulations that developed in the valley. Despite differences in the coordinate systems, numerical algorithms, and physical parameterizations used by the three models, the types of forecast errors were surprisingly similar. The common errors in predicted valley temperature structure include...

[1]  William R. Cotton,et al.  A one-dimensional simulation of the stratocumulus-capped mixed layer , 1983 .

[2]  J. Hansen,et al.  A parameterization for the absorption of solar radiation in the earth's atmosphere , 1974 .

[3]  Slobodan Nickovic,et al.  The Step-Mountain Coordinate: Model Description and Performance for Cases of Alpine Lee Cyclogenesis and for a Case of an Appalachian Redevelopment , 1988 .

[4]  Ruixin Yang,et al.  Evaluations of Mesoscale Models' Simulations of Near-Surface Winds, Temperature Gradients, and Mixing Depths , 2001 .

[5]  H. Pan,et al.  Nonlocal Boundary Layer Vertical Diffusion in a Medium-Range Forecast Model , 1996 .

[6]  Corinne S. Morse,et al.  The NIMA Method for Improved Moment Estimation from Doppler Spectra , 2002 .

[7]  Bruce L. Bauer,et al.  A mesoscale model intercomparison , 1998 .

[8]  A. Blackadar,et al.  High resolution models of the planetary boundary layer , 1979 .

[9]  J. Dudhia,et al.  Coupling an Advanced Land Surface–Hydrology Model with the Penn State–NCAR MM5 Modeling System. Part I: Model Implementation and Sensitivity , 2001 .

[10]  G. Mellor,et al.  Development of a turbulence closure model for geophysical fluid problems , 1982 .

[11]  Jerome D. Fast,et al.  The VTMX 2000 campaign , 2002 .

[12]  Z. Janjic The Step-Mountain Eta Coordinate Model: Further Developments of the Convection, Viscous Sublayer, and Turbulence Closure Schemes , 1994 .

[13]  Brian A. Colle,et al.  Evaluation of MM5 and Eta-10 Precipitation Forecasts over the Pacific Northwest during the Cool Season , 1999 .

[14]  R. Pielke,et al.  A comprehensive meteorological modeling system—RAMS , 1992 .

[15]  G. Grell,et al.  A description of the fifth-generation Penn State/NCAR Mesoscale Model (MM5) , 1994 .

[16]  W. J. Steenburgh,et al.  Short-Term Forecast Validation of Six Models , 1999 .

[17]  T. Black The new NMC mesoscale Eta Model: description and forecast examples , 1994 .

[18]  J. Dudhia Numerical Study of Convection Observed during the Winter Monsoon Experiment Using a Mesoscale Two-Dimensional Model , 1989 .

[19]  Y. Xue,et al.  Modeling of land surface evaporation by four schemes and comparison with FIFE observations , 1996 .

[20]  G. Kallos,et al.  An Operational Evaluation of Two Regional-Scale Ozone Air Quality Modeling Systems over the Eastern United States. , 2001 .

[21]  John D. Horel,et al.  Analysis and Simulation of a Winter Storm over Utah , 1994 .

[22]  Ying-Hwa Kuo,et al.  Semiprognostic Tests of Cumulus Parameterization Schemes in the Middle Latitudes , 1988 .

[23]  Ying-Hwa Kuo,et al.  Regional Real-Time Numerical Weather Prediction: Current Status and Future Potential , 1998 .

[24]  John N. McHenry,et al.  Evaluating the performance of regional-scale photochemical modeling systems: Part I—meteorological predictions , 2001 .

[25]  Stephen B. Fels,et al.  The Simplified Exchange Approximation: A New Method for Radiative Transfer Calculations , 1975 .

[26]  Jerome D. Fast,et al.  Advanced atmospheric modeling for emergency response , 1995 .

[27]  R. Rasmussen,et al.  Explicit forecasting of supercooled liquid water in winter storms using the MM5 mesoscale model , 1998 .

[28]  Nelson L. Seaman,et al.  Evaluation of Numerical Predictions of Boundary Layer Structure during the Lake Michigan Ozone Study , 2000 .

[29]  Frederick H. Carr,et al.  A Prognostic Cloud Scheme for Operational NWP Models , 1997 .