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Title Principal Investigator(s) Institution Term
An Integrated Artificial Intelligence and E3SM Hierarchal Modeling Framework for Elucidating Environmental Responses of Soil Carbon and Nutrients Dynamics and its Implications for Land Carbon-Climate RGMA Song, Yang University of Arizona 2024 - 2027
Overfitting and Uncertainty in the Presence of Model Structural Error RGMA Larson, Vincent University of Wisconsin Milwaukee 2024 - 2027
Understand and Reduce Uncertainty In E3SM's Land- Atmosphere Feedbacks On Carbon, Water, and Energy in Response to Wildfire Disturbance RGMA Chen, Min University of Wisconsin Madison 2024 - 2027
Evaluating Mean State Relationships to High Cloud Feedbacks and Climate Sensitivity in CMIP Model Ensembles and E3SM RGMA Schiro, Kathleen A. University of Virginia 2024 - 2027
Coupled Land-Atmosphere-Ocean Data Assimilation for E3SM with DART for Understanding Subseasonal-to-Seasonal Predictability of Extreme Events RGMA Pu, Zhaoxia University of Utah 2024 - 2027
Experimental-Data-Informed, Machine-Learning-Enabled Benchmarking and Development of Land Carbon Cycle in Earth System Models RGMA Shi, Zheng University of Oklahoma 2024 - 2027
Linking Aerosol Forcing and Cloud Feedback to Atmospheric Moisture Processing RGMA McCoy, Daniel University of Wyoming 2024 - 2027
Understanding the Polar Cloud Longwave Feedback and its Confounding Factors through a Spectral Lens RGMA Huang, Xianglei University of Michigan 2024 - 2027
Amazon vs Congo: Understanding the Intercontinental Differences of Tropical Rainforests' Responses to Climate Variability RGMA Sun, Ying Cornell University 2024 - 2027
SOS-Carbon: Southern Ocean Storminess and the Carbon Cycle RGMA Lovenduski, Nicole University of Colorado Boulder 2024 - 2027
Assessing Climate Impacts on Coastal-Urban Flooding Through High-Resolution Barotropic and Baroclinic Ocean Coupling ESMD RGMA Brus, Steven Argonne National Laboratory 2023 - 2028
A Planetary-Scale Data–Model Integration Framework to Resolve Urban Impacts Across Scales and Examine Weather Extremes over Coastal U.S. Cities ESMD RGMA Chakraborty, T. C. Pacific Northwest National Laboratory 2023 - 2028
Probing Water Cycle Processes and Extremes in Coastal and Urban Environments Using Water Isotope Ratio Tracers and Numerical Tags ESMD RGMA Fiorella, Rich Los Alamos National Laboratory (LANL) 2023 - 2028
Integrating Machine Learning Models into E3SM for Understanding Coastal Compound Flooding ESMD RGMA Lu, Dan Oak Ridge National Laboratory 2023 - 2028
Improving Predictability of Aqueous Coastal Biogeochemistry During Floods, Storms and a Warming Climate ESMD RGMA Moriarty, Julia University of Colorado - Boulder 2023 - 2028
Using Kilometer-Scale E3SM to Investigate Air Pollution Impacts on Coastal Storms ESMD RGMA Zheng, Youtong University of Houston 2023 - 2028
Assessing Sources of Precipitation Predictability in E3SM with Explainable Artificial Intelligence RGMA Barnes, Elizabeth Colorado State University 2023 - 2026
Elevated Land Surface Heat Anomalies as Sources of U.S. Summer Hydroclimate Predictability: E3SMv2 Low-Level Jet and Precursor Event Sensitivities RGMA Ferguson, Craig State University of New York (SUNY) at Albany 2023 - 2026
Toward Improving the Simulation and Prediction of Extratropical Northern Hemisphere Blocking Patterns and Extreme Weather RGMA Furtado, Jason C. University of Oklahoma 2023 - 2026
Sea Level Extremes Along the U.S. East Coast in E3SM: Simulation of the Recent Past and Projection of the Near Future RGMA Han, Weiqing University of Colorado 2023 - 2026
The Effects of the Tropical Indian Ocean on the Atlantic Climate Mean State, Variability and Change in E3SM and Other Earth System Models RGMA Hu, Shineng Duke University 2023 - 2026
Representation of the Interactions Between the Madden-Julian Oscillation and the Maritime Continent in the Regionally-Refined Simple Cloud-Resolving E3SM Atmosphere Model (SCREAM) RGMA Jiang, Xianan University of California Los Angeles (UCLA) 2023 - 2026
Interannual and Multidecadal Modes of Climate Variability: Modal Evolutions, Links, Regional Impacts, and E3SM Representations RGMA Nigam, Sumant University of Maryland 2023 - 2026
Coupling Between Arctic Cyclones and AMOC/AMO in High-Resolution Model Simulations RGMA Zhang, Xiangdong University of Alaska Fairbanks 2023 - 2026
High-Latitude Application and Testing of Earth System Models (HiLAT-RASM) RGMA Weijer, Wilbert Los Alamos National Laboratory (LANL) 2023 - 2026
COMPASS-GLM: Coastal Observations, Mechanisms, and Predictions Across Systems and Scales, Great Lakes Modeling ESMD RGMA MSD Hetland, Robert Pacific Northwest National Laboratory 2022 - 2025
The Forced Trends in the Tropical Pacific and Global Tropical Cyclones in Earth System Models RGMA Lee, Chia-Ying Columbia University 2022 - 2025
Exploring Global Aerosol Cloud Interactions in Unprecedented Numerical Fidelity by Combining Breakthroughs in Multi-Scale Modeling, GPU Supercomputing & Neural Network Process Emulation RGMA Pritchard, Michael University of California Irvine (UC Irvine) 2022 - 2025
Extreme Precipitation Features and Their Large-Scale Environments RGMA Neelin, J. David University of California Los Angeles (UCLA) 2022 - 2025
Investigating the Effects of Co-Occurring Weather Phenomena on Extreme Precipitation in Reanalysis, E3SM, and CMIP6 RGMA O'Brien, Travis Indiana University 2022 - 2025

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