Research Highlights | Earth & Environmental Systems Modeling

Project: Energy Exascale Earth System Model (E3SM)

Title		Contact	Institution
The June 2012 North American Derecho: A Testbed for Regional and Cloud-System Resolving Models	ESMD RGMA	Paul A. Ullrich	University of California - Davis
Modeling Agriculture Matters for Carbon Cycling	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory
DOE Energy Exascale Earth System Model (E3SM) Version 2	ESMD RGMA	Chris Golaz	Lawrence Livermore National Laboratory (LLNL)
Evaluation of Simulated Cloud Phase in EAMv2 at High Latitudes	ESMD RGMA	Shaocheng Xie	Lawrence Livermore National Laboratory (LLNL)
Understanding the Impacts of Dust and Sea Salt Mixing States on Nitrate Aerosol	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory
Understanding How Plants Respond to Coexisting Soil and Air Dryness in Global Simulations	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory
Understanding How Algorithms for Simulating Water Transport in Plants Affect Vegetation Modeling	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
How Increasing Carbon Dioxide Levels Affect Daytime Rainfall in Tropical Forests	ESMD RGMA	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Sea-Ice Dynamics on Unstructured Voronoi Meshes in MPAS-Seaice	ESMD	Adrian K. Turner	Los Alamos National Laboratory (LANL)
Understanding and Reducing the Uncertainties of Land Surface Energy Flux Partitioning Within CMIP6 Land Models	ESMD RGMA	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)
Ocean Critters Brighten Clouds and Help Cool the Planet	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Online Diagnostics Make Analyzing Modeled Atmospheric Processes Easier and More Efficient	ESMD	Hui Wan	Pacific Northwest National Laboratory (PNNL)
Better Calibration Leads to a Significant Improvement in Model Fidelity	ESMD RGMA	Po-Lun Ma	Pacific Northwest National Laboratory (PNNL)
Modeling Advances Improve Understanding of Seasonal to Decadal Sea Ice Predictability	ESMD RGMA	Elizabeth Hunke	Los Alamos National Laboratory (LANL)
BeTR-v2 for Robust Biogeochemical Modeling	ESMD RGMA	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)
Median Bed-Material Sediment Particle Size Across Rivers in the Contiguous US	ESMD	Hongyi Li	University of Houston
Record Regional Rainfall Linked to COVID-Induced Aerosol Emissions Reduction	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
A New Large-Scale Suspended Sediment Model and its Application Over the United States	ESMD	Hongyi Li	University of Houston
Super Resolution-Based Downscaling of ESM Data with a Novel Convolutional Neural Network	ESMD	Salil Mahajan	Oak Ridge National Laboratory (ORNL)
The DOE E3SM v1.2 Cryosphere Configuration Overview	ESMD	Darin Comeau	Los Alamos National Laboratory (LANL)
A Global Soil Erosion and Sediment Flux Model	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Evaluation of the Simulation of ENSO Teleconnections to Precipitation Extremes Over the U.S. in High-Resolution Version (25 km) of E3SMv1	ESMD	Salil Mahajan	Oak Ridge National Laboratory (ORNL)
New Cloud Microphysics Improves the Simulation of Mesoscale Convective Systems	ESMD	Jiwen Fan	Pacific Northwest National Laboratory (PNNL)
Ohm’s Law for Biogeochemical Modeling	ESMD	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)
Finding Liebig’s Law of the Minimum	ESMD RGMA	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)
Tropical Teleconnection Impacts on Antarctic Climate Changes	ESMD	Stephen Price	Los Alamos National Laboratory (LANL)
E3SM Probes Uncertainties in Ocean Surface Fluxes	ESMD	Jack Reeves Eyre	University of Washington
Understanding Climate Model Bias in Subtropical Eastern North Pacific Sea Surface Temperatures	ESMD RGMA	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Daymet v4 - High-Resolution, Multi-Decadal Surface Weather Dataset for Land Process Prediction Over North America, with Uncertainty Quantification	ESMD	Peter Thornton	Oak Ridge National Laboratory (ORNL)
Identifying the Necessary Ensemble Size for Accurately Estimating Changes in Extremes	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)

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