skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Clouds and Convective Self-Aggregation in a Multimodel Ensemble of Radiative-Convective Equilibrium Simulations

Journal Article · · Journal of Advances in Modeling Earth Systems
DOI:https://doi.org/10.1029/2020ms002138· OSTI ID:1756382
 [1];  [1];  [2];  [3];  [4];  [5];  [6];  [7];  [8];  [9];  [10];  [11];  [2];  [12];  [13];  [14];  [3];  [4];  [15];  [16] more »;  [8];  [17];  [4];  [2];  [18];  [6];  [19];  [7];  [8];  [20];  [21];  [22];  [23];  [16];  [3];  [24];  [2];  [25];  [26];  [15];  [27] « less
  1. Florida State Univ., Tallahassee, FL (United States)
  2. Max Planck Inst. for Meteorology, Hamburg (Germany)
  3. Stony Brook Univ., NY (United States)
  4. Univ. of Washington, Seattle, WA (United States)
  5. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  6. Sorbonne Univ., Paris (France). Lab. de Meteorologie Dynamique (LMD)/IPSL/CNRS
  7. Colorado State Univ., Fort Collins, CO (United States)
  8. National Center for Atmospheric Research, Boulder, CO (United States)
  9. Univ. de Toulouse (France). Lab. d'Aerologie, CNRS, UPS
  10. Delft Univ. of Technology (Netherlands)
  11. Indian Inst. of Tropical Meteorology, Pune (India)
  12. Univ. of Miami, Miami, FL (United States)
  13. Delft Univ. of Technology (Netherlands); Centrum Wiskunde and Informatica, Amsterdam (Netherlands)
  14. Univ. of Reading, Reading (United Kingdom)
  15. Columbia Univ., New York, NY (United States)
  16. Univ. of Tokyo, Kashiwa (Japan)
  17. Univ. of Tokyo (Japan)
  18. Japan Agency for Marine-Earth Science and Technology, Yokohama (Japan)
  19. Indian Inst. for Tropical Meteorology, Pune (India)
  20. Max Planck Inst. for Meteorology, Hamburg (Germany); Sorbonne Univ., Paris (France). Lab. de Meteorologie Dynamique (LMD)/IPSL/CNRS
  21. Univ. de Toulouse (France). CNRM, Meteo-France, CNRS
  22. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  23. Pennsylvania State Univ., University Park, PA (United States)
  24. Monash Univ., Melbourne, VIC (Australia)
  25. Met Office, Exeter (United Kingdom)
  26. Wageningen Univ. (Netherlands)
  27. NOAA/Geophysical Fluid Dynamics Lab., Princeton, NJ (United States)

The Radiative-Convective Equilibrium Model Intercomparison Project (RCEMIP) is an intercomparison of multiple types of numerical models configured in radiative-convective equilibrium (RCE). RCE is an idealization of the tropical atmosphere that has long been used to study basic questions in climate science. Here, we employ RCE to investigate the role that clouds and convective activity play in determining cloud feedbacks, climate sensitivity, the state of convective aggregation, and the equilibrium climate. RCEMIP is unique among intercomparisons in its inclusion of a wide range of model types, including atmospheric general circulation models (GCMs), single column models (SCMs), cloud-resolving models (CRMs), large eddy simulations (LES), and global cloud-resolving models (GCRMs). The first results are presented from the RCEMIP ensemble of more than 30 models. While there are large differences across the RCEMIP ensemble in the representation of mean profiles of temperature, humidity, and cloudiness, in a majority of models anvil clouds rise, warm, and decrease in area coverage in response to an increase in sea surface temperature (SST). Nearly all models exhibit self-aggregation in large domains and agree that self-aggregation acts to dry and warm the troposphere, reduce high cloudiness, and increase cooling to space. The degree of self-aggregation exhibits no clear tendency with warming. There is a wide range of climate sensitivities, but models with parameterized convection tend to have lower climate sensitivities than models with explicit convection. In models with parameterized convection, aggregated simulations have lower climate sensitivities than unaggregated simulations.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC); National Science Foundation (NSF); Netherlands eScience Center (NLeSC)
Grant/Contract Number:
AC02-05CH11231; 1830724; 1830729; 027.015.G03; 1852977; IA 1844590; 000057‐00414
OSTI ID:
1756382
Journal Information:
Journal of Advances in Modeling Earth Systems, Vol. 12, Issue 9; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (100)

Testing the Role of Radiation in Determining Tropical Cloud-Top Temperature journal September 2012
What favors convective aggregation and why?: WHAT FAVORS CONVECTIVE AGGREGATION journal July 2015
Time-scales of adjustment to radiative-convective equilibrium in the tropical atmosphere journal October 1998
Dynamic Radiative–Convective Equilibria Using GCM Column Physics journal January 2007
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization journal January 2016
Radiative–convective equilibrium model intercomparison project journal January 2018
DYAMOND: the DYnamics of the Atmospheric general circulation Modeled On Non-hydrostatic Domains journal September 2019
A reduced complexity framework to bridge the gap between AGCMs and cloud‐resolving models journal January 2016
Detailed Investigation of the Self-Aggregation of Convection in Cloud-Resolving Simulations journal August 2012
An Overview of CMIP5 and the Experiment Design journal April 2012
The climate time scale in the approach to radiative-convective equilibrium: Radiative-Convective Time Scale journal October 2013
Large-Eddy Simulations of EUCLIPSE–GASS Lagrangian Stratocumulus-to-Cumulus Transitions: Mean State, Turbulence, and Decoupling journal June 2016
A methodology for understanding and intercomparing atmospheric climate feedback processes in general circulation models journal January 1988
The Tropical Water and Energy Cycles in a Cumulus Ensemble Model. Part I: Equilibrium Climate journal March 1994
Single-Column Model Intercomparison for a Stably Stratified Atmospheric Boundary Layer journal September 2005
Self-aggregation of convection in long channel geometry: Self-Aggregation in Channel Geometry journal September 2015
The sensitivity of convective aggregation to diabatic processes in idealized radiative‐convective equilibrium simulations journal January 2016
Evaluation of the Diurnal Cycle in the Atmospheric Boundary Layer Over Land as Represented by a Variety of Single-Column Models: The Second GABLS Experiment journal May 2011
Boundary Layer Diabatic Processes, the Virtual Effect, and Convective Self‐Aggregation journal September 2018
Boundary Layer Height and Buoyancy Determine the Horizontal Scale of Convective Self-Aggregation journal February 2018
The Gap between Simulation and Understanding in Climate Modeling journal November 2005
Organization of tropical convection in low vertical wind shears: Role of updraft entrainment journal May 2017
Clouds, circulation and climate sensitivity journal March 2015
Long-term behaviour of precipitating tropical cloud systems: A numerical study journal July 1996
Clouds, Circulation, and Climate Sensitivity in a Radiative-Convective Equilibrium Channel Model: CLOUDS AND CLIMATE FEEDBACKS IN RCE journal December 2017
Climate and climate change in a radiative-convective equilibrium version of ECHAM6: RCE WITH ECHAM6 journal January 2013
Fine Vertical Resolution Radiative‐Convective Equilibrium Experiments: Roles of Turbulent Mixing on the High‐Cloud Response to Sea Surface Temperatures journal June 2019
Radiative-convective disequilibrium journal April 1994
Testing the Fixed Anvil Temperature Hypothesis in a Cloud-Resolving Model journal May 2007
Clausius–Clapeyron Scaling of CAPE from Analytical Solutions to RCE journal September 2016
Convective self-aggregation, cold pools, and domain size: AGGREGATION, COLD POOLS, AND DOMAIN SIZE journal March 2013
Thermodynamic control of anvil cloud amount journal July 2016
Climate and climate sensitivity to changing CO 2 on an idealized land planet journal December 2014
Physical mechanisms controlling self-aggregation of convection in idealized numerical modeling simulations: SELF-AGGREGATION MECHANISMS journal February 2014
High cloud increase in a perturbed SST experiment with a global nonhydrostatic model including explicit convective processes journal July 2014
An important constraint on tropical cloud - climate feedback: TROPICAL CLOUD-CLIMATE FEEDBACK journal October 2002
Marine low cloud sensitivity to an idealized climate change: The CGILS LES intercomparison: CGILS LES Intercomparison journal May 2013
The Multiscale Impacts of Organized Convection in Global 2-D Cloud-Resolving Models journal August 2018
Simulation of a Stratocumulus-Topped Planetary Boundary Layer: Intercomparison among Different Numerical Codes journal February 1996
The Third GABLS Intercomparison Case for Evaluation Studies of Boundary-Layer Models. Part B: Results and Process Understanding journal March 2014
Why is longwave cloud feedback positive? journal January 2010
The CGILS experimental design to investigate low cloud feedbacks in general circulation models by using single-column and large-eddy simulation models: DESIGN OF LOW CLOUD FEEDBACK STUDY journal April 2012
Single‐Column Model Simulations of Subtropical Marine Boundary‐Layer Cloud Transitions Under Weakening Inversions journal October 2017
The tropical rain belts with an annual cycle and a continent model intercomparison project: TRACMIP journal December 2016
On the influence of changes in the CO 2 concentration in air on the radiation balance of the Earth's surface and on the climate journal July 1963
Physical mechanisms controlling the initiation of convective self-aggregation in a General Circulation Model: MECHANISMS OF INITIATION OF AGGREGATION journal December 2015
Rotating radiative-convective equilibrium simulated by a cloud-resolving model: ROTATING RCE journal December 2013
Aerosol Indirect Effects on Tropical Convection Characteristics under Conditions of Radiative–Convective Equilibrium journal April 2011
Inferences from Simple Models of Slow, Convectively Coupled Processes journal January 2019
Subtropical Low Cloud Response to a Warmer Climate in a Superparameterized Climate Model. Part II: Column Modeling with a Cloud Resolving Model: COLUMN MODELING OF SUBTROPICAL LOW CLOUD RESPONSE journal March 2009
Coupled radiative convective equilibrium simulations with explicit and parameterized convection: COUPLED RCE SIMULATIONS journal September 2016
A Steady‐State Model for the Relationship Between Humidity, Instability, and Precipitation in the Tropics journal December 2019
The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6 journal January 2017
Radiative–convective equilibrium in a three-dimensional cloud-ensemble model journal July 1998
Simplicity amid Complexity journal March 2014
High Cloud Responses to Global Warming Simulated by Two Different Cloud Microphysics Schemes Implemented in the Nonhydrostatic Icosahedral Atmospheric Model (NICAM) journal August 2016
Global Radiative–Convective Equilibrium in the Community Atmosphere Model, Version 5 journal May 2015
Large-scale organization of tropical convection in two-dimensional explicit numerical simulations: Effects of interactive radiation journal October 2002
Numerical Experiments Concerning the Origin of Cloud Clusters in the Tropical Atmosphere [熱帯大気中のクラウドクラスターの起源に関する数値実験] journal January 1988
Model Hierarchies for Understanding Atmospheric Circulation journal May 2019
CGILS: Results from the first phase of an international project to understand the physical mechanisms of low cloud feedbacks in single column models: CGILS Results On Low Cloud Feedback journal December 2013
FAT or FiTT: Are Anvil Clouds or the Tropopause Temperature Invariant? journal February 2019
Sensitivity of Tropical Convection to Sea Surface Temperature in the Absence of Large-Scale Flow journal February 1999
Thermal Equilibrium of the Atmosphere with a Convective Adjustment journal July 1964
Convective Self-Aggregation in Numerical Simulations: A Review journal February 2017
Radiative–Convective Feedbacks in Idealized States of Radiative–Convective Equilibrium journal December 2008
The Coupled Model Intercomparison Project (CMIP) journal February 2000
Re-Examining the First Climate Models: Climate Sensitivity of a Modern Radiative–Convective Equilibrium Model journal November 2019
An Analytical Model for Tropical Relative Humidity journal October 2014
Why does tropical convective available potential energy (CAPE) increase with warming?: WHY DOES CAPE INCREASE WITH WARMING? journal December 2015
The IAPWS Formulation 1995 for the Thermodynamic Properties of Ordinary Water Substance for General and Scientific Use journal June 2002
Influence of entrainment on the thermal stratification in simulations of radiative-convective equilibrium: ENTRAINMENT AND THERMAL STRATIFICATION journal August 2013
DCMIP2016: a review of non-hydrostatic dynamical core design and intercomparison of participating models journal January 2017
A perspective on climate model hierarchies: MODEL HIERARCHIES journal August 2017
Radiative-Convective Equilibrium with Explicit Two-Dimensional Moist Convection journal December 1993
Large-scale organization of tropical convection in two-dimensional explicit numerical simulations journal January 2001
Observational Evidence for Relationships between the Degree of Aggregation of Deep Convection, Water Vapor, Surface Fluxes, and Radiation journal October 2012
New Equations for the Sublimation Pressure and Melting Pressure of H 2 O Ice Ih journal December 2011
On the Interplay Between Convective Aggregation, Surface Temperature Gradients, and Climate Sensitivity journal December 2018
A New Look at the Daily Cycle of Trade Wind Cumuli journal October 2019
Formation of Tropical Anvil Clouds by Slow Evaporation journal January 2019
Intercomparison makes for a better climate model journal January 1997
The lightness of water vapor helps to stabilize tropical climate journal May 2020
The GEWEX Cloud System Study (GCSS) journal March 1993
Quantifying Climate Feedbacks Using Radiative Kernels journal July 2008
On the Use of Cloud Forcing to Estimate Cloud Feedback journal October 2004
Cloud feedback mechanisms and their representation in global climate models: Cloud feedback mechanisms and their representation in GCMs journal May 2017
An Energy-Balance Analysis of Deep Convective Self-Aggregation above Uniform SST journal December 2005
Rewriting the Climatology of the Tropical North Atlantic and Caribbean Sea Atmosphere journal February 2011
How may low‐cloud radiative properties simulated in the current climate influence low‐cloud feedbacks under global warming? journal October 2012
Observed Modulation of the Tropical Radiation Budget by Deep Convective Organization and Lower‐Tropospheric Stability journal August 2020
Global-scale convective aggregation: Implications for the Madden-Julian Oscillation: GLOBAL-SCALE CONVECTIVE AGGREGATION journal October 2015
Predictability of Mesoscale Rainfall in the Tropics journal February 1993
Imprint of the convective parameterization and sea‐surface temperature on large‐scale convective self‐aggregation journal May 2017
Increases in moist-convective updraught velocities with warming in radiative-convective equilibrium: Increases in Updraught Velocities with Warming journal June 2015
Self-Aggregation of Deep Convection and its Implications for Climate journal January 2019
Missing iris effect as a possible cause of muted hydrological change and high climate sensitivity in models journal April 2015
High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6 journal January 2016
Radiative convective equilibrium as a framework for studying the interaction between convection and its large-scale environment: RCE, CONVECTION, AND DOMAIN SIZE journal August 2016
Roles of Cloud Microphysics on Cloud Responses to Sea Surface Temperatures in Radiative-Convective Equilibrium Experiments Using a High-Resolution Global Nonhydrostatic Model journal August 2018

Similar Records

Using Radiative Convective Equilibrium to Explore Clouds and Climate in the Community Atmosphere Model
Journal Article · Sat Dec 04 00:00:00 EST 2021 · Journal of Advances in Modeling Earth Systems · OSTI ID:1756382

Idealized Simulations of the Tropical Climate and Variability in the Single Column Atmosphere Model (SCAM): Radiative-Convective Equilibrium
Journal Article · Tue Feb 01 00:00:00 EST 2022 · Journal of Advances in Modeling Earth Systems · OSTI ID:1756382

Interpreting and Stabilizing Machine-Learning Parametrizations of Convection
Journal Article · Tue Dec 01 00:00:00 EST 2020 · Journal of the Atmospheric Sciences · OSTI ID:1756382