An Approach for Convective Parameterization with Memory: Separating Microphysics and Transport in Grid-Scale Equations

Abstract An approach for convective parameterization is presented here, in which grid-scale budget equations of parameterization use separate microphysics and transport terms. This separation is used both as a way to introduce into the parameterization a more explicit causal link between all involved processes and as a vehicle for an easier representation of the memory of convective cells. The equations of parameterization become closer to those of convection-resolving models [cloud-system-resolving models (CSRMs) and large-eddy simulations (LESs)], facilitating parameterization development and validation processes versus a detailed budget of these high-resolution models. The new Microphysics and Transport Convective Scheme (MTCS) equations are presented and discussed. A first version of a convective scheme based on these equations is tested within a single-column framework. The results obtained with the new scheme are close to those of traditional ones in very moist convective cases [like the Global Atmo...

[1]  W. Tao,et al.  GEWEX Cloud System Study (GCSS) Working Group 4: Precipitating Convective Cloud Systems , 1997 .

[2]  E. Bazile,et al.  A mass‐flux convection scheme for regional and global models , 2001 .

[3]  P. Bougeault,et al.  A Simple Parameterization of the Large-Scale Effects of Cumulus Convection , 1985 .

[4]  D. Gregory,et al.  A numerical study of the parametrization of deep tropical convection , 1989 .

[5]  Pedro M. M. Soares,et al.  Sensitivity of moist convection to environmental humidity , 2004 .

[6]  David A. Randall,et al.  A cumulus parameterization with a prognostic closure , 1998 .

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

[8]  Edward I. Tollerud,et al.  Cloud-Cluster-Scale Circulations and the Vorticity Budget of Synoptic-Scale Waves Over the Eastern Atlantic Intertropical Convergence Zone , 1982 .

[9]  F. Guichard,et al.  The role of stability and moisture in the diurnal cycle of convection over land , 2004 .

[10]  E. Kessler On the distribution and continuity of water substance in atmospheric circulations , 1969 .

[11]  Akio Arakawa,et al.  CLOUDS AND CLIMATE: A PROBLEM THAT REFUSES TO DIE. Clouds of many , 2022 .

[12]  Martin Köhler,et al.  Modelling the diurnal cycle of deep precipitating convection over land with cloud‐resolving models and single‐column models , 2004 .

[13]  L. Gérard,et al.  An integrated package for subgrid convection, clouds and precipitation compatible with meso‐gamma scales , 2007 .

[14]  R. A. Pielke,et al.  On cumulus mergers , 1980 .

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

[16]  J. Slingo,et al.  The Diurnal Cycle in the Tropics , 2001 .

[17]  Christopher S. Bretherton,et al.  A New Parameterization for Shallow Cumulus Convection and Its Application to Marine Subtropical Cloud-Topped Boundary Layers. Part I: Description and 1D Results , 2004 .

[18]  David A. Randall,et al.  High-Resolution Simulation of Shallow-to-Deep Convection Transition over Land , 2006 .

[19]  J. Kain,et al.  A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization , 1990 .

[20]  S. Esbensen,et al.  Determination of Bulk Properties of Tropical Cloud Clusters from Large-Scale Heat and Moisture Budgets , 1973 .

[21]  A. P. Siebesma,et al.  Evaluation of Parametric Assumptions for Shallow Cumulus Convection , 1995 .

[22]  R. Simpson,et al.  Experimental cumulus dynamics. , 1965 .

[23]  B. Mapes The Large-Scale Part of Tropical Mesoscale Convective System Circulations , 1998 .

[24]  A. P. Siebesma,et al.  A Large Eddy Simulation Intercomparison Study of Shallow Cumulus Convection , 2003 .

[25]  Roger K. Smith The physics and parameterization of moist atmospheric convection , 1997 .

[26]  L. Gerard,et al.  Evolution of a subgrid deep convection parametrization in a limited‐area model with increasing resolution , 2005 .

[27]  B. Mapes Equilibrium Vs. Activation Control of Large-Scale Variations of Tropical Deep Convection , 1997 .

[28]  F. Guichard,et al.  A Parameterization of Mesoscale Enhancement of Surface Fluxes for Large-Scale Models , 2000 .

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

[30]  K. Emanuel,et al.  Moist Convective Scaling: Some Inferences from Three-Dimensional Cloud Ensemble Simulations , 1996 .

[31]  K. Emanuel,et al.  The Representation of Cumulus Convection in Numerical Models , 1993 .