Research Highlights | Earth & Environmental Systems Modeling

Project: Energy Exascale Earth System Model (E3SM)

Title		Contact	Institution
Quantifying the Occurrence of Record Hot years Through Normalized Warming Trends	ESMD	Xubin Zeng	University of Arizona
Improving Convection Trigger Functions in Deep Convective Parameterization Schemes Using Machine Learning	ESMD	Tao Zhang	Brookhaven National Laboratory
Increased Extreme Rains Bring More Nutrients to the Gulf of Mexico	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Identifying the Dominant Energy Components and the Associated Physical Processes of Greenland's Surface Melt	ESMD	Wenshan Wang	University of California Irvine (UC Irvine)
A New Experimental Strategy Identifies Sources of Undesirable Model Sensitivities	ESMD	Hui Wan	Pacific Northwest National Laboratory (PNNL)
A Scalable Implicit Time-Stepping Method for the E3SM Ocean Model	ESMD	Hyun-Gyu Kang	Oak Ridge National Laboratory (ORNL)
Simulating the Global Distribution and Climate Impacts of Nitrate Aerosol	ESMD	Philip Rasch	Pacific Northwest National Laboratory (PNNL)
Interactive Stratospheric Ozone (O3v2) Module for E3SMv2	ESMD	Qi Tang	Lawrence Livermore National Laboratory (LLNL)
The Latest 21st Century Projections of Temperature and Precipitation Changes	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
A Review of Modeling Paradigms of Plant Root Nutrient Acquisition	ESMD RGMA	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)
New Time-Stepping Algorithm Analysis Framework	ESMD	Oksana Guba	Sandia National Laboratories (SNL)
Strong Chemical Sources and Sinks Govern Secondary Organic Aerosol Loadings	ESMD	Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Satellite Observations Highlight Inaccuracies in How Climate Models Represent Dust	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
A Performance-Portable Nonhydrostatic Atmospheric Dycore for the Energy Exascale Earth System Model Running at Cloud-Resolving Resolutions	ESMD	Luca Bertagna	Sandia National Laboratories (SNL)
An Introduction to the AGU E3SM Special Collection	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
River and Reservoir Water Availability Guides Global Irrigation Modeling	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Should Sea-Ice Modeling Tools Designed for Climate Research Be Used for Short-Term Forecasting?	ESMD	Elizabeth Hunke	Los Alamos National Laboratory (LANL)
New Methods to Simulate CO2 Uptake in Various Earth Ecosystems	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
Capturing the Influence of the El Niño-Southern Oscillation on Eastern North Pacific Tropical Cyclones	ESMD RGMA	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
New Global Maps of Soil Radiocarbon and Carbon Mean Age Indicate Turnover is Too Rapid in Models	ESMD RGMA	Zheng Shi	University of California Irvine (UC Irvine)
Evaluating Tropical Cyclone Simulation in the Energy Exascale Earth System Model	ESMD RGMA	L. Ruby Leung	Pacific Northwest National Laboratory (PNNL)
A Powerful Framework to Evaluate the Physical Parameterizations of Large-Scale Models	ESMD	Xue Zheng	Lawrence Livermore National Laboratory (LLNL)
Understanding the Simulated Phase Partitioning of Arctic Single-Layer Mixed-Phase Clouds in E3SM	ESMD RGMA	Xiaohong Liu	Texas A&M University
Analytical Framework and Machine Learning Techniques Used to Quantify and Predict Seasonal Variation in African Fire	ESMD RGMA	Jiafu Mao	Oak Ridge National Laboratory (ORNL)
Wintertime Arctic Oscillation and North Atlantic Oscillation and Their Impacts on the Northern Hemisphere Climate in E3SM	ESMD	Doo Young Lee	Los Alamos National Laboratory (LANL)
Initial Land Use/Cover Distribution Substantially Affects Global Carbon and Local Temperature Projections in the Integrated Earth System Model	ESMD	Alan Di Vittorio	Lawrence Berkeley National Laboratory (LBNL)
Impacts of Ice-Shelf Melting on Water Mass Transformation in the Southern Ocean from E3SM Simulations	ESMD	Xylar Asay-Davis	Los Alamos National Laboratory (LANL)
Including Soil Erosion in Global Models of the Carbon Cycle	ESMD	Ruby Leung	Pacific Northwest National Laboratory (PNNL)
New Modeling Improves Precipitation Simulation in Mountains High and Low	ESMD	Teklu K. Tesfa	Pacific Northwest National Laboratory (PNNL)
The Central Amazon Biomass Sink Under Current and Future Atmospheric CO2: Predictions From Big-Leaf and Demographic Vegetation Models	ESMD	William J. Riley	Lawrence Berkeley National Laboratory (LBNL)

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