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Effects of organized convection parameterization on the MJO and precipitation in E3SMv1. Part I: Mesoscale heating

Journal Article · · Journal of Advances in Modeling Earth Systems
DOI:https://doi.org/10.1029/2020MS002401· OSTI ID:1819059
 [1];  [1];  [2];  [3];  [4];  [5];  [6];  [7];  [8]
  1. The National Center for Atmospheric Research
  2. University Corporation for Atmospheric Research
  3. NSF - NCAR
  4. National Center for Atmospheric Research, Boulder, CO
  5. LAWRENCE LIVERMORE
  6. Brookhaven National Laboratory
  7. Lawrence Livermore National Laboratory
  8. BATTELLE (PACIFIC NW LAB)

Mesoscale organization of convection is typically not represented in global circulation models, and hence its influence on the global circulation is not accounted for. The heating component of a parameterization that represents the dynamical and physical effects of circulations associated with organized convection, referred to as the multiscale coherent structure parameterization (MCSP), is implemented in the Energy Exascale Earth System Model version 1 (E3SMv1). Numerical simulations are conducted to assess its impact on the simulated climate. Besides E3SMv1 simulations, we performed high-resolution (1 km) simulations using the Weather Research and Forecasting (WRF) Model to determine the temperature tendencies induced by mesoscale convective systems embedded in deep convection. We tuned the free parameters of the MCSP based on the WRF simulations. MCSP heating enhances Kevin wave spectra in E3SMv1, improves the representation of the Madden-Julian Oscillation, and impacts on mean precipitation that vary with locations and seasons, including a reduction of biases over the tropical Pacific.

Research Organization:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
AC05-76RL01830
OSTI ID:
1819059
Report Number(s):
PNNL-SA-161035
Journal Information:
Journal of Advances in Modeling Earth Systems, Vol. 13, Issue 6
Country of Publication:
United States
Language:
English

References (41)

MJO Propagation Across the Maritime Continent: Are CMIP6 Models Better Than CMIP5 Models? journal June 2020
Do We Need to Parameterize Mesoscale Convective Organization to Mitigate the MJO‐Mean State Trade‐Off? journal February 2019
MJO simulation in CMIP5 climate models: MJO skill metrics and process-oriented diagnosis journal March 2017
Response of Atmospheric Convection to Vertical Wind Shear: Cloud-System-Resolving Simulations with Parameterized Large-Scale Circulation. Part I: Specified Radiative Cooling journal August 2014
Interaction of a Cumulus Cloud Ensemble with the Large-Scale Environment, Part I journal April 1974
A Stochastic Parameterization of Organized Tropical Convection Using Cellular Automata for Global Forecasts in NOAA's Unified Forecast System journal January 2021
Effects of a Simple Convective Organization Scheme in a Two‐Plume GCM journal March 2018
Triggering Deep Convection with a Probabilistic Plume Model journal November 2014
Advanced Two-Moment Bulk Microphysics for Global Models. Part I: Off-Line Tests and Comparison with Other Schemes journal February 2015
Advanced Two-Moment Bulk Microphysics for Global Models. Part II: Global Model Solutions and Aerosol–Cloud Interactions journal February 2015
The DOE E3SM Coupled Model Version 1: Overview and Evaluation at Standard Resolution journal July 2019
A PDF-Based Model for Boundary Layer Clouds. Part I: Method and Model Description journal December 2002
A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes journal September 2006
Mesoscale convective systems journal January 2004
The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales journal February 2007
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization journal December 1990
Using Probability Density Functions to Derive Consistent Closure Relationships among Higher-Order Moments journal April 2005
Detection of a 40–50 Day Oscillation in the Zonal Wind in the Tropical Pacific journal July 1971
Description of Global-Scale Circulation Cells in the Tropics with a 40–50 Day Period journal September 1972
Organized Convective Systems: Archetypal Dynamical Models, Mass and Momentum Flux Theory, and Parametrization journal July 1992
Mesoscale convection from a large-scale perspective journal January 1995
Toward a Dynamical Foundation for Organized Convection Parameterization in GCMs journal December 2019
Representing Convective Organization in Prediction Models by a Hybrid Strategy journal December 2006
Simulation, Modeling, and Dynamically Based Parameterization of Organized Tropical Convection for Global Climate Models journal May 2017
A New Two-Moment Bulk Stratiform Cloud Microphysics Scheme in the Community Atmosphere Model, Version 3 (CAM3). Part I: Description and Numerical Tests journal August 2008
Storm Morphology and Rainfall Characteristics of TRMM Precipitation Features journal October 2006
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements journal January 2011
Parametric Sensitivity and Uncertainty Quantification in the Version 1 of E3SM Atmosphere Model Based on Short Perturbed Parameter Ensemble Simulations journal December 2018
An Overview of the Atmospheric Component of the Energy Exascale Earth System Model journal August 2019
Improved Simulation of the QBO in E3SMv1 journal November 2019
Effects of Convective Momentum Transport on the Atmospheric Circulation in the Community Atmosphere Model, Version 3 journal April 2008
The Effect of Vertical Wind Shear on Radiative–Convective Equilibrium States journal June 2001
Regionally refined test bed in E3SM atmosphere model version 1 (EAMv1) and applications for high-resolution modeling journal January 2019
Multiscale cloud system modeling journal January 2009
Different contact angle distributions for heterogeneous ice nucleation in the Community Atmospheric Model version 5 journal January 2014
Convectively Coupled Equatorial Waves: Analysis of Clouds and Temperature in the Wavenumber–Frequency Domain journal February 1999
An All-Season Real-Time Multivariate MJO Index: Development of an Index for Monitoring and Prediction journal August 2004
Understanding Cloud and Convective Characteristics in Version 1 of the E3SM Atmosphere Model journal October 2018
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
Evaluation of Clouds in Version 1 of the E3SM Atmosphere Model With Satellite Simulators journal May 2019

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