A Cumulus Parameterization Including Mass Fluxes, Convective Vertical Velocities, and Mesoscale Effects: Thermodynamic and Hydrological Aspects in a General Circulation Model

Abstract A cumulus parameterization based on mass fluxes, convective-scale vertical velocities, and mesoscale effects has been incorporated in an atmospheric general circulation model (GCM). Most contemporary cumulus parameterizations are based on convective mass fluxes. This parameterization augments mass fluxes with convective-scale vertical velocities as a means of providing a method for incorporating cumulus microphysics using vertical velocities at physically appropriate (subgrid) scales. Convective-scale microphysics provides a key source of material for mesoscale circulations associated with deep convection, along with mesoscale in situ microphysical processes. The latter depend on simple, parameterized mesoscale dynamics. Consistent treatment of convection, microphysics, and radiation is crucial for modeling global-scale interactions involving clouds and radiation. Thermodynamic and hydrological aspects of this parameterization in integrations of the Geophysical Fluid Dynamics Laboratory SKYHI GCM...

[1]  R. Houze Observed structure of mesoscale convective systems and implications for large-scale heating , 1989 .

[2]  H. Treut,et al.  Precipitation and radiation modeling in a general circulation model: Introduction of cloud microphysical processes , 1995 .

[3]  A. Arakawa,et al.  Interaction of a Cumulus Cloud Ensemble with the Large-Scale Environment, Part I , 1974 .

[4]  R. Wilson,et al.  Climatology of the SKYHI Troposphere–Stratosphere–Mesosphere General Circulation Model , 1995 .

[5]  R. Smith A scheme for predicting layer clouds and their water content in a general circulation model , 1990 .

[6]  T. Ose An examination of the effects of explicit cloud water in the UCLA GCM , 1993 .

[7]  J. Holton An introduction to dynamic meteorology , 2004 .

[8]  Andrea Molod,et al.  An evaluation of deep convective mixing in the Goddard Chemical Transport Model using International Satellite Cloud Climatology Project cloud parameters , 1997 .

[9]  D. Randall,et al.  Liquid and Ice Cloud Microphysics in the CSU General Circulation Model. Part 1: Model Description and Simulated Microphysical Processes , 1996 .

[10]  H. Helfand The Effect of Cumulus Friction on the Simulation of the January Hadley Circulation by the GLAS Model of the General Circulation , 1979 .

[11]  The Use of Cloud-Resolving Simulations of Mesoscale Convective Systems to Build a Mesoscale Parameterization Scheme , 1998 .

[12]  Robert A. Houze,et al.  The Contribution of Mesoscale Motions to the Mass and Heat Fluxes of an Intense Tropical Convective System , 1980 .

[13]  Leon D. Rotstayn,et al.  A physically based scheme for the treatment of stratiform clouds and precipitation in large‐scale models. I: Description and evaluation of the microphysical processes , 1997 .

[14]  S. Manabe,et al.  The Role of Water Vapor Feedback in Unperturbed Climate Variability and Global Warming , 1999 .

[15]  H. Treut,et al.  Sensitivity of the LMD General Circulation Model to Greenhouse Forcing Associated with Two Different Cloud Water Parameterizations , 1994 .

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

[17]  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.

[18]  A. Arakawa,et al.  The Macroscopic Entrainment Processes of Simulated Cumulus Ensemble. Part I: Entrainment Sources , 1997 .

[19]  Updraft and Downdraft Cores in TOGA COARE: Why So Many Buoyant Downdraft Cores? , 1999 .

[20]  Robert A. Houze,et al.  Cloud clusters and superclusters over the oceanic warm pool , 1993 .

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

[22]  M. Lemone,et al.  Vertical velocity in oceanic convection off tropical Australia , 1994 .

[23]  H. Kuo Further Studies of the Parameterization of the Influence of Cumulus Convection on Large-Scale Flow , 1974 .

[24]  M. Tiedtke A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models , 1989 .

[25]  Leo J. Donner,et al.  A Cumulus Parameterization Including Mass Fluxes, Vertical Momentum Dynamics, and Mesoscale Effects , 1993 .

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

[27]  R. J. Reed,et al.  Structure and Properties of Synoptic-Scale Wave Disturbances in the Intertropical Convergence Zone of the Eastern Atlantic. , 1979 .

[28]  A. Blyth,et al.  A Stochastic Mixing Model for Nonprecipitating Cumulus Clouds , 1986 .

[29]  B. Soden,et al.  Large-scale ice clouds in the GFDL SKYHI general circulation model , 1997 .

[30]  Harry H. Hendon,et al.  Some Implications of the Mesoscale Circulations in Tropical Cloud Clusters for Large-Scale Dynamics and Climate , 1984 .

[31]  M. Lemone,et al.  Cumulonimbus vertical velocity events in GATE. Part I: Diameter, intensity and mass flux , 1980 .

[32]  D. Gregory,et al.  Parametrization of momentum transport by convection. II: Tests in single‐column and general circulation models , 1997 .

[33]  J. Royer,et al.  A statistical cloud scheme for use in an AGCM , 1993 .

[34]  R. Wetherald Feedback Processes in the GFDL R30-14 Level General Circulation Model , 1996 .

[35]  William B. Rossow,et al.  Structural Characteristics and Radiative Properties of Tropical Cloud Clusters , 1993 .

[36]  Robert A. Houze,et al.  Comparison of Radar Data from the TRMM Satellite and Kwajalein Oceanic Validation Site , 2000 .

[37]  P. Rowntree,et al.  A Mass Flux Convection Scheme with Representation of Cloud Ensemble Characteristics and Stability-Dependent Closure , 1990 .

[38]  Response of Climate Simulation to a New Convective Parameterization in the National Center for Atmospheric Research Community Climate Model (CCM3) , 1998 .

[39]  M. Tiedtke,et al.  Representation of Clouds in Large-Scale Models , 1993 .

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