U.S. regional climate simulations and seasonal forecasts

[1] Does a regional climate model provide a more useful regional climatology than can be obtained from larger-scale global analyses or a better regional forecast than can be obtained by a large-scale seasonal prediction model? To examine these questions, U.S. regional spectral model (RSM) climate simulations forced by 1-day global spectral model (GSM) forecasts initialized from the National Centers for Environmental Prediction (NCEP) operational analysis are compared with regional RSM simulations forced by the NASA Seasonal to Interannual Prediction Project general circulation model (GCM). The GCM was continuously forced by observed sea surface temperature variations, but since sea surface temperatures (SSTs) are so persistent, these forced GCM simulations were equivalent to seasonal GCM predictions, which are mainly based upon persistent SSTs anyhow. RSM simulations forced by these two global modes were compared at the same spatial resolution as the global models (200 km) and at higher resolution (50 km). Resolution was important for producing better geographic pictures but does not currently produce significantly more skillful regional climate simulations or forecasts of the temporal variability, which already have significant skill from the global models. However, regional climate simulations and forecasts better depict the precipitation intensity, especially over the U.S. West. Finally, re-initialized (from the large-scale analysis) 1-day RSM forecasts were compared with continuous RSM simulations, and this increased the overall regional skill back to the original GSM skill, which was somewhat degraded in continuous RSM simulations.

[1]  H. Kida,et al.  A New Approach for Coupling a Limited Area Model to a GCM for Regional Climate Simulations , 1991 .

[2]  S. Moorthi,et al.  Relaxed Arakawa-Schubert - A parameterization of moist convection for general circulation models , 1992 .

[3]  Norman L. Miller,et al.  Numerical prediction of precipitation and river flow over the Russian River watershed during the January 1995 California storms , 1996 .

[4]  Gary T. Bates,et al.  The climatological skill of a regional model over complex terrain , 1989 .

[5]  D. Perkey Formulation of Mesoscale Numerical Models , 1986 .

[6]  Thomas Reichler,et al.  The role of boundary and initial conditions for dynamical seasonal predictability , 2003 .

[7]  Arun Kumar,et al.  Simulations of the ENSO Hydroclimate Signals in the Pacific Northwest Columbia River Basin , 1999 .

[8]  On the impact on forecast accuracy of the step-mountain (eta) vs. sigma coordinate , 1992 .

[9]  M. Chou,et al.  Technical report series on global modeling and data assimilation. Volume 3: An efficient thermal infrared radiation parameterization for use in general circulation models , 1994 .

[10]  J. Roads,et al.  U.S. Climate Sensitivity Simulated with the NCEP Regional Spectral Model , 2004 .

[11]  F. Giorgi,et al.  Regional Climate Change Scenarios over the United States Produced with a Nested Regional Climate Model , 1994 .

[12]  Masao Kanamitsu,et al.  Description of the NMC Global Data Assimilation and Forecast System , 1989 .

[13]  Yimin Ji,et al.  Simulation of the Asian Summer Monsoons of 1987 and 1988 with a Regional Model Nested in a Global GCM , 1997 .

[14]  Steven J. Nieman,et al.  The Multiyear Surface Climatology of a Regional Atmospheric Model over the Western United States , 1993 .

[15]  Y. Sud,et al.  Microphysics of Clouds with the Relaxed Arakawa-Schubert Scheme (McRAS). Part II: Implementation and Performance in GEOS II GCM , 1999 .

[16]  R. Oglesby,et al.  Effects of resolution and physics on precipitation in the NCAR Community Climate Model , 1997 .

[17]  I. Troen,et al.  A simple model of the atmospheric boundary layer; sensitivity to surface evaporation , 1986 .

[18]  F. Giorgi,et al.  Multiyear present‐day and 2 × CO2 simulations of monsoon climate over eastern Asia and Japan with a regional climate model nested in a general circulation model , 1995 .

[19]  J. McGregor,et al.  Climate change simulations of Tasmanian precipitation using multiple nesting , 1994 .

[20]  Jinwon Kim,et al.  Simulation of a heavy wintertime precipitation event in California , 1996 .

[21]  Shyh-C. Chen Model mismatch between global and regional simulations , 2002 .

[22]  B. Anderson,et al.  Regional simulation of the low‐level monsoon winds over the Gulf of California and southwestern United States , 2000 .

[23]  J. Roads,et al.  ECPC's Weekly to Seasonal Global Forecasts , 2001 .

[24]  Renato Ramos da Silva,et al.  Project to Intercompare Regional Climate Simulations (PIRCS): Description and initial results , 1999 .

[25]  Y. Kuo,et al.  Estimation of skill and uncertainty in regional numerical models , 1989 .

[26]  J. Roads,et al.  Surface water and energy budgets in the NCEP regional spectral model , 2000 .

[27]  Song-You Hong,et al.  The NCEP Regional Spectral Model: An Update , 1997 .

[28]  S. Ghan,et al.  Pacific Northwest Climate Sensitivity Simulated by a Regional Climate Model Driven by a GCM. Part I: Control Simulations , 1999 .

[29]  Ka-Ming Lau,et al.  Impact of orographically induced gravity-wave drag in the GLA GCM , 1996 .

[30]  M. Kanamitsu,et al.  NCEP–DOE AMIP-II Reanalysis (R-2) , 2002 .

[31]  J. Roads The NCEP–NCAR, NCEP–DOE, and TRMM Tropical Atmosphere Hydrologic Cycles , 2003 .

[32]  Richard G. Jones,et al.  Simulation of climate change over europe using a nested regional‐climate model. I: Assessment of control climate, including sensitivity to location of lateral boundaries , 1995 .

[33]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[34]  M. Kanamitsu,et al.  Surface water characteristics in NCEP global spectral model and reanalysis , 1999 .

[35]  R. Sadourny The Dynamics of Finite-Difference Models of the Shallow-Water Equations , 1975 .

[36]  V. Kousky,et al.  Climate Assessment for 1998 , 1999 .

[37]  M. Kanamitsu,et al.  The NMC Nested Regional Spectral Model , 1994 .

[38]  K. Mitchell,et al.  Changes to NMC's Regional Analysis and Forecast System , 1991 .

[39]  R. Dickinson,et al.  A regional climate model for the western United States , 1989 .

[40]  John D. Farrara,et al.  Downscaled climate and streamflow study of the southwestern United States , 1999 .

[41]  M. Kanamitsu,et al.  Global to regional simulations of California wintertime precipitation , 1999 .

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

[43]  John Derber,et al.  Changes to the 1995 NCEP Operational Medium-Range Forecast Model Analysis-Forecast System , 1997 .

[44]  A. Leetmaa,et al.  An Evaluation of the NCEP RSM for Regional Climate Modeling , 1999 .