Evaluation of Clouds and Their Radiative Effects Simulated by the NCAR Community Atmospheric Model Against Satellite Observations

Abstract Cloud climatology and the cloud radiative forcing at the top of the atmosphere (TOA) simulated by the NCAR Community Atmospheric Model (CAM2) are compared with satellite observations of cloud amount from the International Satellite Cloud Climatology Project (ISCCP) and cloud forcing data from the Earth Radiation Budget Experiment (ERBE). The comparison is facilitated by using an ISCCP simulator in the model as a run-time diagnostic package. The results show that in both winter and summer seasons, the model substantially underestimated total cloud amount in the storm tracks and in the subtropical dry regions of the two hemispheres, and it overestimated total cloud amount in the tropical convection centers. The model, however, simulates reasonable cloud radiative forcing at the TOA at different latitudes. The differences of cloud vertical structures and their optical properties are analyzed between the model and the data for three regions selected to represent the storm tracks: the convective Tropi...

[1]  S. Bony,et al.  Sea Surface Temperature and Large-Scale Circulation Influences on Tropical Greenhouse Effect and Cloud Radiative Forcing , 1997 .

[2]  James J. Hack,et al.  The Energy Budget of the NCAR Community Climate Model: CCM3* , 1998 .

[3]  Bruce A. Wielicki,et al.  Angular Distribution Models for Top-of-Atmosphere Radiative Flux Estimation from the Clouds and the Earth's Radiant Energy System Instrument on the Tropical Rainfall Measuring Mission Satellite. Part II; Validation , 2003 .

[4]  S. Klein,et al.  The Seasonal Cycle of Low Stratiform Clouds , 1993 .

[5]  G. Louis Smith,et al.  The Earth Radiation Budget Experiment: Science and implementation , 1986 .

[6]  W. Rossow,et al.  ISCCP Cloud Data Products , 1991 .

[7]  James J. Hack,et al.  Response of Climate Simulation to a New Convective Parameterization in the National Center for Atmospheric Research Community Climate Model (CCM3) , 1998 .

[8]  Minghua Zhang,et al.  Impact of the convection triggering function on single‐column model simulations , 2000 .

[9]  Philip J. Rasch,et al.  A Comparison of the CCM3 Model Climate Using Diagnosed and Predicted Condensate Parameterizations , 1998 .

[10]  S. Klein,et al.  Validation and Sensitivities of Frontal Clouds Simulated by the ECMWF Model , 1999 .

[11]  N. McFarlane,et al.  Sensitivity of Climate Simulations to the Parameterization of Cumulus Convection in the Canadian Climate Centre General Circulation Model , 1995, Data, Models and Analysis.

[12]  Q. Fu,et al.  Tropical Convection and the Energy Balance at the Top of the Atmosphere , 2001 .

[13]  B. Barkstrom,et al.  Seasonal variation of cloud radiative forcing derived from the Earth Radiation Budget Experiment , 1990 .

[14]  Anthony D. Del Genio,et al.  A Prognostic Cloud Water Parameterization for Global Climate Models , 1996 .

[15]  James J. Hack,et al.  A modified formulation of fractional stratiform condensation rate in the NCAR Community Atmospheric Model (CAM2) , 2003 .

[16]  David P. Baumhefner,et al.  Ensemble simulations of explosive cyclogenesis at ranges of 2-5 days , 2000 .

[17]  John F. B. Mitchell,et al.  Intercomparison and interpretation of climate feedback processes in 19 atmospheric general circulation models , 1990 .

[18]  S. Bony,et al.  Combining ERBE and ISCCP data to assess clouds in the Hadley Centre, ECMWF and LMD atmospheric climate models , 2001 .

[19]  J. Hack Parameterization of moist convection in the National Center for Atmospheric Research community climate model (CCM2) , 1994 .

[20]  J. Curry,et al.  Confronting Models with Data: The Gewex Cloud Systems Study , 2003 .

[21]  John F. B. Mitchell,et al.  Carbon Dioxide and Climate. The Impact of Cloud Parameterization , 1993 .

[22]  J. Kiehl On the Observed Near Cancellation between Longwave and Shortwave Cloud Forcing in Tropical Regions , 1994 .

[23]  H. Treut,et al.  A methodology study of the validation of clouds in GCMs using ISCCP satellite observations , 1996 .

[24]  Christopher P. Weaver,et al.  Improved Techniques for Evaluating GCM Cloudiness Applied to the NCAR CCM3 , 2001 .