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The entire collection of Earth and Environmental System Modeling Research Highlights can be accessed using the search below. You may also search the BER Research Highlights database by selecting Earth and Environmental System Modeling and/or Multisector Dynamics then selecting List.

Title Contact Institution Date
Variability in Rain-on-Snow Event Detection: Discrepancies Across Climate Datasets RGMA Colin Zarzycki Penn State University
Mesoscale Convective Systems Represented in High Resolution E3SMv2 and Impact of New Cloud and Convection Parameterizations ESMD RGMA Shaocheng Xie Lawrence Livermore National Laboratory
Characteristics and Trends of Atlantic Tropical Cyclones that do and do not Develop from African Easterly Waves RGMA Emily Bercos-Hickey Lawrence Berkeley National Laboratory (LBNL)
How the last 40 years of US tropical cyclones may change under future climates RGMA MSD Colin Zarzycki Penn State University
Advancing Streamflow Prediction by Integrating Diverse Data and AI Models ESMD RGMA Dan Lu Oak Ridge National Laboratory
Tropical Forest Photosynthesis Response to High Temperatures RGMA Claire Zarakas University of Washington
Advancing Marine Arctic Science through Facilitating International Collaborations RGMA Wilbert Weijer Los Alamos National Laboratory
What Drives Warming Rates of Extreme Temperatures Relative to the Mean? RGMA Abhishekh Srivastava University of California Davis
Synthetic Biogeochemical Argo Float Capabilities in E3SM RGMA Nicole Lovenduski University of Colorado Boulder
Future Projections of Storm Surge in Hurricane Katrina: Sensitivity to Meteorological Forcing Resolution RGMA Christina M. Patricola Iowa State University
CMIP6 High Resolution Model Intercomparison Project (HighResMIP) Bias in Extreme Rainfall Drives Underestimation of Amazonian Precipitation RGMA Robinson Negron-Juarez Lawrence Berkeley National Laboratory
The Atmospheric Effect of Aerosols on Future Tropical Cyclone Frequency and Precipitation in the Energy Exascale Earth System Model RGMA Christina M. Patricola Iowa State University
Long-Term Planning Requires Climate Projections Beyond 2100 RGMA Michael F. Wehner Lawrence Berkeley National Laboratory
How will the Flood Drivers of Rain-on-Snow Events Change Through the 21st Century? RGMA MSD Alan Rhoades Lawrence Berkeley National Laboratory
Capturing Finer-Scale Topographic Differences Improves Model Capability to Reproduce Observations RGMA Ruby Leung Pacific Northwest National Lab
Earth System Model Simulates a Raised Coastal Groundwater Table Caused by Sea-Level Rise RGMA Zeli Tan Pacific Northwest National Laboratory
Deep learning insights into suspended sediment concentrations across the conterminous United States: Strengths and limitations RGMA Kathryn Lawson Pennsylvania State University
Global Net Climate Effects of Anthropogenic Reactive Nitrogen RGMA Qing Zhu Lawrence Berkeley National Laboratory
Stronger Sea Surface Cooling Produced by Hurricanes along the U.S. Southeast Coast RGMA Ruby Leung Pacific Northwest National Laboratory
Advancing E3SM Land Model Calibration Using AI-Based Uncertainty Quantification ESMD RGMA Dan Lu Oak Ridge National Laboratory
When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling RGMA Kathryn Lawson Pennsylvania State University
Processes that Contribute to Future South Asian Monsoon Differences in E3SMv2 and CESM2 RGMA Gerald Meehl National Center for Atmospheric Research (NCAR)
Subpolar North Atlantic Mean State Affects the Response of the Atlantic Meridional Overturning Circulation to the North Atlantic Oscillation in CMIP6 Models RGMA Stephen Yeager National Center for Atmospheric Research (NCAR)
Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods RGMA Kirsten Mayer National Center for Atmospheric Research (NCAR)
Predicting September Arctic Sea Ice: A Multimodel Seasonal Skill Comparison RGMA Wieslaw Maslowski Naval Postgraduate School (NPS) - Department of Oceanography
xCDAT: A Python Package for Simple and Robust Analysis of Climate Data ESMD RGMA Tom Vo Lawrence Livermore National Laboratory
Bering Strait Ocean Heat Transport Drives Decadal Arctic Variability in a High-Resolution Climate Model RGMA Wilbert Weijer Los Alamos National Laboratory
Leveraging Regional Earth System Models to Understand the Changing Climate RGMA Mark W. Seefeldt CIRES University of Colorado Boulder
Upstream Surface Roughness and Terrain are Strong Drivers of Contrast in Tornado Potential Between North and South America RGMA Brian Medeiros National Center for Atmospheric Research (NCAR)
Bimodality in Simulated Precipitation Frequency Distributions and its Relationship with Convective Parameterizations RGMA Jiwoo Lee Lawrence Livermore National Laboratory (LLNL)

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