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

Title: The fully coupled regionally refined model of E3SM version 2: overview of the atmosphere, land, and river results

Journal Article · · Geoscientific Model Development (Online)
ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ORCiD logo; ORCiD logo; ; ORCiD logo; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ORCiD logo; ; ; ORCiD logo more »; ORCiD logo; ORCiD logo; ORCiD logo; ORCiD logo; ; ORCiD logo; ; ; ORCiD logo; ; ; ; ORCiD logo; ORCiD logo; ; ; ORCiD logo; ; ORCiD logo; ; ORCiD logo; « less

This paper provides an overview of the United States (US) Department of Energy's (DOE's) Energy Exascale Earth System Model version 2 (E3SMv2) fully coupled regionally refined model (RRM) and documents the overall atmosphere, land, and river results from the Coupled Model Intercomparison Project 6 (CMIP6) DECK (Diagnosis, Evaluation, and Characterization of Klima) and historical simulations – a first-of-its-kind set of climate production simulations using RRM. The North American (NA) RRM (NARRM) is developed as the high-resolution configuration of E3SMv2 with the primary goal of more explicitly addressing DOE's mission needs regarding impacts to the US energy sector facing Earth system changes. The NARRM features finer horizontal resolution grids centered over NA, consisting of 25→100 km atmosphere and land, a 0.125° river-routing model, and 14→60 km ocean and sea ice. By design, the computational cost of NARRM is ~3× of the uniform low-resolution (LR) model at 100 km but only ~10 %–20 % of a globally uniform high-resolution model at 25 km. A novel hybrid time step strategy for the atmosphere is key for NARRM to achieve improved climate simulation fidelity within the high-resolution patch without sacrificing the overall global performance. The global climate, including climatology, time series, sensitivity, and feedback, is confirmed to be largely identical between NARRM and LR as quantified with typical climate metrics. Over the refined NA area, NARRM is generally superior to LR, including for precipitation and clouds over the contiguous US (CONUS), summertime marine stratocumulus clouds off the coast of California, liquid and ice phase clouds near the North Pole region, extratropical cyclones, and spatial variability in land hydrological processes. The improvements over land are related to the better-resolved topography in NARRM, whereas those over ocean are attributable to the improved air–sea interactions with finer grids for both atmosphere and ocean and sea ice. Some features appear insensitive to the resolution change analyzed here, for instance the diurnal propagation of organized mesoscale convective systems over CONUS and the warm-season land–atmosphere coupling at the southern Great Plains. In summary, our study presents a realistically efficient approach to leverage the fully coupled RRM framework for a standard Earth system model release and high-resolution climate production simulations.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States); Brookhaven National Laboratory (BNL), Upton, NY (United States); Argonne National Laboratory (ANL), Argonne, IL (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Biological and Environmental Research (BER); USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); “An Integrated Evaluation of the Simulated Hydroclimate System of the Continental US” project; USDOE Laboratory Directed Research and Development (LDRD) Program
Grant/Contract Number:
AC02-05CH11231; AC52-07NA27344; AC05-76RL01830; NA0003525; SC0023220; SC0016605; 89233218CNA000001; SC0012704; AC02-06CH11357
OSTI ID:
1989520
Alternate ID(s):
OSTI ID: 1989997; OSTI ID: 1992846; OSTI ID: 2203562; OSTI ID: 2228890
Report Number(s):
LLNL-JRNL-841596; BNL-224598-2023-JAAM
Journal Information:
Geoscientific Model Development (Online), Journal Name: Geoscientific Model Development (Online) Vol. 16 Journal Issue: 13; ISSN 1991-9603
Publisher:
Copernicus GmbHCopyright Statement
Country of Publication:
Germany
Language:
English

References (123)

Exploring a Global Multiresolution Modeling Approach Using Aquaplanet Simulations journal April 2013
Arbitrary-Order Conservative and Consistent Remapping and a Theory of Linear Maps: Part I journal June 2015
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization journal January 2016
Combining regional mesh refinement with vertically enhanced physics to target marine stratocumulus biases as demonstrated in the Energy Exascale Earth System Model version 1 journal January 2023
Regional grid refinement in an Earth system model: impacts on the simulated Greenland surface mass balance journal January 2019
A Method of Specifying the Gravity Wave Spectrum above Convection Based on Latent Heating Properties and Background Wind journal February 2004
Irrigation impacts on California's climate with the variable-resolution CESM: IRRIGATION IMPACTS IN VR-CESM journal August 2016
CAM-SE: A scalable spectral element dynamical core for the Community Atmosphere Model journal November 2011
Evaluation of Tropical Cyclone Structure Forecasts in a High-Resolution Version of the Multiscale GFDL fvGFS Model journal March 2018
Aerosols in the E3SM Version 1: New Developments and Their Impacts on Radiative Forcing journal January 2020
Global Surface Temperature Change journal January 2010
Evaluation of the cloud thermodynamic phase in a climate model using CALIPSO-GOCCP: CALIPSO-GOCCP CLOUD THERMODYNAMIC PHASE journal July 2013
Harmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6 journal January 2020
Extra-tropical cyclones in the present and future climate: a review journal January 2009
A Modeling and Observational Framework for Diagnosing Local Land–Atmosphere Coupling on Diurnal Time Scales journal June 2009
Multiscale Simulation of Precipitation Over East Asia by Variable Resolution CAM‐MPAS journal November 2021
Effective radiative forcing of anthropogenic aerosols in E3SM version 1: historical changes, causality, decomposition, and parameterization sensitivities journal July 2022
Modeling stream temperature in the Anthropocene: An earth system modeling approach: MODELING STREAM TEMPERATURE IN ESM journal October 2015
Influences of North Pacific Ocean Domain Extent on the Western U.S. Winter Hydroclimatology in Variable‐Resolution CESM journal July 2020
CMIP5 Projection of Significant Reduction in Extratropical Cyclone Activity over North America journal December 2013
An evaluation of the E3SMv1 Arctic ocean and sea-ice regionally refined model journal April 2022
Hydrological analysis in watersheds with a variable-resolution global climate model (VR-CESM) journal October 2021
The role of horizontal resolution in simulating drivers of the global hydrological cycle journal September 2013
Error Characteristics of Two Grid Refinement Approaches in Aquaplanet Simulations: MPAS-A and WRF journal September 2013
Projecting climate change in South America using variable‐resolution Community Earth System Model: An application to Chile journal September 2021
Evaluating Variable‐Resolution CESM Over China and Western United States for Use in Water‐Energy Nexus and Impacts Modeling journal July 2021
Sensitivity of Mountain Hydroclimate Simulations in Variable‐Resolution CESM to Microphysics and Horizontal Resolution journal June 2018
Assessing Mountains as Natural Reservoirs With a Multimetric Framework journal September 2018
Evaluation of Clouds in Version 1 of the E3SM Atmosphere Model With Satellite Simulators journal May 2019
AMIP Simulation with the CAM4 Spectral Element Dynamical Core journal February 2013
Description and evaluation of a new four-mode version of the Modal Aerosol Module (MAM4) within version 5.3 of the Community Atmosphere Model journal January 2016
Variability of the North Atlantic Cyclone Activity in Winter Analyzed from NCEP–NCAR Reanalysis Data journal September 2001
Exploring a Variable-Resolution Approach for Simulating Regional Climate in the Rocky Mountain Region Using the VR-CESM: VR-CESM Simulation in the Rocky Mountains journal October 2017
Improved Diurnal Cycle of Precipitation in E3SM With a Revised Convective Triggering Function journal July 2019
Islet: interpolation semi-Lagrangian element-based transport journal August 2022
The Changing Character of the California Sierra Nevada as a Natural Reservoir journal December 2018
Arbitrary-Order Conservative and Consistent Remapping and a Theory of Linear Maps: Part II journal April 2016
TempestExtremes v2.1: a community framework for feature detection, tracking, and analysis in large datasets journal January 2021
Impact of Nudging Strategy on the Climate Representativeness and Hindcast Skill of Constrained EAMv1 Simulations journal December 2019
Idealized tropical cyclone simulations of intermediate complexity: A test case for AGCMs journal February 2012
Regional Climate Simulations With the Community Earth System Model journal June 2018
Toward a Physically Based Gravity Wave Source Parameterization in a General Circulation Model journal January 2010
A Two-Way Nested Global-Regional Dynamical Core on the Cubed-Sphere Grid journal January 2013
TempestExtremes: a framework for scale-insensitive pointwise feature tracking on unstructured grids journal January 2017
Metrics for evaluating tropical cyclones in climate data journal March 2021
Cyclone Tracking in Different Spatial and Temporal Resolutions journal January 2000
Aquaplanet Experiments Using CAM’s Variable-Resolution Dynamical Core journal July 2014
The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty journal December 2019
The spectral element method (SEM) on variable-resolution grids: evaluating grid sensitivity and resolution-aware numerical viscosity journal January 2014
Exploring a Lower‐Resolution Physics Grid in CAM‐SE‐CSLAM journal July 2019
A multiresolution method for climate system modeling: application of spherical centroidal Voronoi tessellations journal November 2008
Global Dust Cycle and Direct Radiative Effect in E3SM Version 1: Impact of Increasing Model Resolution journal July 2022
Separating Physics and Dynamics Grids for Improved Computational Efficiency in Spectral Element Earth System Models journal June 2021
A multidecadal simulation of Atlantic tropical cyclones using a variable-resolution global atmospheric general circulation model journal August 2014
Technical Note: On the use of nudging for aerosol–climate model intercomparison studies journal January 2014
Clouds and the Earth’s Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Top-of-Atmosphere (TOA) Edition-4.0 Data Product journal January 2018
Sensitivity of extratropical cyclone characteristics to horizontal resolution in the ECMWF model journal July 2006
Storm Tracks and Climate Change journal August 2006
The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales journal February 2007
Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006) journal May 2008
A proposed baroclinic wave test case for deep- and shallow-atmosphere dynamical cores: A Baroclinic Wave Test Case for Deep and Shallow-atmosphere Dynamical Cores
  • Ullrich, Paul A.; Melvin, Thomas; Jablonowski, Christiane
  • Quarterly Journal of the Royal Meteorological Society, Vol. 140, Issue 682 https://doi.org/10.1002/qj.2241
journal December 2013
Global-to-Regional Nested Grid Climate Simulations in the GFDL High Resolution Atmospheric Model journal July 2014
Effects of Localized Grid Refinement on the General Circulation and Climatology in the Community Atmosphere Model journal April 2015
The E3SM Diagnostics Package (E3SM Diags v2.7): a Python-based diagnostics package for Earth system model evaluation journal December 2022
Further improvement and evaluation of nudging in the E3SM Atmosphere Model version 1 (EAMv1): simulations of the mean climate, weather events, and anthropogenic aerosol effects journal September 2022
The ERA5 global reanalysis journal June 2020
Simulating surface energy fluxes using the variable-resolution Community Earth System Model (VR-CESM) journal February 2019
A PDF-Based Model for Boundary Layer Clouds. Part I: Method and Model Description journal December 2002
Land Use and Land Cover Change Strongly Modulates Land‐Atmosphere Coupling and Warm‐Season Precipitation Over the Central United States in CESM2‐VR journal September 2020
A new method for diagnosing radiative forcing and climate sensitivity journal January 2004
An evaluation of the variable‐resolution CESM for modeling California's climate journal January 2016
Understanding Cloud and Convective Characteristics in Version 1 of the E3SM Atmosphere Model journal October 2018
Impact of numerical choices on water conservation in the E3SM Atmosphere Model version 1 (EAMv1) journal January 2018
Using Relative Humidity as a State Variable in Climate Feedback Analysis journal April 2012
Use of CALIPSO lidar observations to evaluate the cloudiness simulated by a climate model journal January 2008
Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian climate centre general circulation model journal September 1995
The Changing Character of Twenty-First-Century Precipitation over the Western United States in the Variable-Resolution CESM journal September 2017
Attribution of 2020 hurricane season extreme rainfall to human-induced climate change journal April 2022
Evaluating Global Streamflow Simulations by a Physically Based Routing Model Coupled with the Community Land Model journal April 2015
Impacts on Ocean Heat from Transient Mesoscale Eddies in a Hierarchy of Climate Models journal February 2015
Regionally refined test bed in E3SM atmosphere model version 1 (EAMv1) and applications for high-resolution modeling journal January 2019
AERONET—A Federated Instrument Network and Data Archive for Aerosol Characterization journal October 1998
Land–Atmosphere Coupling at the U.S. Southern Great Plains: A Comparison on Local Convective Regimes between ARM Observations, Reanalysis, and Climate Model Simulations journal February 2021
Quantifying uncertainties in global and regional temperature change using an ensemble of observational estimates: The HadCRUT4 data set: THE HADCRUT4 DATASET journal April 2012
The Diurnal Variability of Precipitation across the Central Rockies and Adjacent Great Plains journal June 1987
Evaluating and projecting of climate extremes using a variable-resolution global climate model (VR-CESM) journal December 2022
An Energy Consistent Discretization of the Nonhydrostatic Equations in Primitive Variables journal January 2020
A Physically Based Runoff Routing Model for Land Surface and Earth System Models journal June 2013
An Introduction to the E3SM Special Collection: Goals, Science Drivers, Development, and Analysis journal November 2020
A compatible and conservative spectral element method on unstructured grids journal August 2010
Asymmetric emergence of low-to-no snow in the midlatitudes of the American Cordillera journal November 2022
The DOE E3SM Model Version 2: Overview of the physical model preprint April 2022
Representation of Northern Hemisphere winter storm tracks in climate models journal November 2006
From land use to land cover: restoring the afforestation signal in a coupled integrated assessment–earth system model and the implications for CMIP5 RCP simulations journal January 2014
Potential for western US seasonal snowpack prediction journal January 2018
Elevation-dependent warming in global climate model simulations at high spatial resolution journal June 2018
A Hierarchical Evaluation of Regional Climate Simulations journal August 2013
The GCM-Oriented CALIPSO Cloud Product (CALIPSO-GOCCP) journal January 2010
An Overview of the Results of the Atmospheric Model Intercomparison Project (AMIP I) journal January 1999
A low-to-no snow future and its impacts on water resources in the western United States journal October 2021
Analysis of self-describing gridded geoscience data with netCDF Operators (NCO) journal October 2008
NCAR_Topo (v1.0): NCAR global model topography generation software for unstructured grids journal January 2015
The Global Precipitation Climatology Project (GPCP) Monthly Analysis (New Version 2.3) and a Review of 2017 Global Precipitation journal April 2018
Role of eastward propagating convection systems in the diurnal cycle and seasonal mean of summertime rainfall over the U.S. Great Plains journal January 2006
The DOE E3SM Coupled Model Version 1: Description and Results at High Resolution journal December 2019
Climate Change Impacts in the United States: The Third National Climate Assessment report January 2014
High-Resolution Mesh Convergence Properties and Parallel Efficiency of a Spectral Element Atmospheric Dynamical Core journal August 2005
Experimental Tropical Cyclone Forecasts Using a Variable-Resolution Global Model journal October 2015
Global Irrigation Characteristics and Effects Simulated by Fully Coupled Land Surface, River, and Water Management Models in E3SM journal October 2020
Impact of Grids and Dynamical Cores in CESM2.2 on the Surface Mass Balance of the Greenland Ice Sheet journal October 2022
Quantifying Climate Feedbacks Using Radiative Kernels journal July 2008
Intercomparison and improvement of two-stream shortwave radiative transfer schemes in Earth system models for a unified treatment of cryospheric surfaces journal January 2019
Projecting 21st century snowpack trends in western USA mountains using variable-resolution CESM journal March 2017
The Shifting Scales of Western U.S. Landfalling Atmospheric Rivers Under Climate Change journal September 2020
Evaluation of the interactive stratospheric ozone (O3v2) module in the E3SM version 1 Earth system model journal January 2021
Tropical and Subtropical Cloud Transitions in Weather and Climate Prediction Models: The GCSS/WGNE Pacific Cross-Section Intercomparison (GPCI) journal October 2011
Exploring a Variable‐Resolution Approach for Simulating Regional Climate Over the Tibetan Plateau Using VR‐CESM journal April 2019
Improved Simulation of the QBO in E3SMv1 journal November 2019
Sources and pathways of the upscale effects on the Southern Hemisphere jet in MPAS-CAM4 variable-resolution simulations: UPSCALE EFFECTS IN MPAS-CAM4 journal November 2016
Land–Atmosphere Interactions: The LoCo Perspective journal June 2018
High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6 journal January 2016
Exploring a Multiresolution Approach Using AMIP Simulations journal July 2015
Characterizing Sierra Nevada Snowpack Using Variable-Resolution CESM journal January 2016

Similar Records

The DOE E3SM Model Version 2: Overview of the Physical Model and Initial Model Evaluation
Journal Article · Thu Dec 08 00:00:00 EST 2022 · Journal of Advances in Modeling Earth Systems · OSTI ID:1989520

Collaborative Research: Advancing Arctic Climate Projection Capability at Seasonal to Decadal Scales (Final Technical Report)
Technical Report · Wed Jul 01 00:00:00 EDT 2020 · OSTI ID:1989520

Regionally refined test bed in E3SM atmosphere model version 1 (EAMv1) and applications for high-resolution modeling
Journal Article · Mon Jul 08 00:00:00 EDT 2019 · Geoscientific Model Development (Online) · OSTI ID:1989520

Related Subjects