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Research Highlights

Title Contact Institution Date
Recent Streamflow Trends Across Permafrost Basins of North America RGMA Katrina E. Bennett Los Alamos National Laboratory (LANL)
The suitability of differentiable, physics-informed machine learning hydrologic models for ungauged regions and climate change impact assessment RGMA Renu Joseph, Renu.Joseph@science.doe.gov The Pennsylvania State University - Department of Civil and Environmental Engineering
Scale‐Dependent Influence of Permafrost on Riverbank Erosion Rates RGMA Joel Rowland Los Alamos National Laboratory (LANL)
Dry Weather, Abundant Fuel Contributing to Longer Fire Season in the Western United States RGMA MSD Ruby Leung Pacific Northwest National Laboratory
Insights from Simulating Summer Warming of the Great Lakes ESMD Rob Hetland Pacific Northwest National Laboratory
Agent-Based Models Reveal Hidden Dynamics in Flood Risk Analysis MSD David Judi Pacific Northwest National Lab
CERESMIP: Investigating Recent Trends in Earth’s Energy Imbalance (EEI) RGMA Paul Durack (LLNL) and Brian Medeiros (NCAR) Lawrence Livermore National Laboratory (LLNL)
Assessing Clouds Using Satellite Observations Through Three Generations of Global Atmosphere Models RGMA Brian Medeiros National Center for Atmospheric Research (NCAR)
A Differentiable, Physics-Informed Ecosystem Modeling and Learning Framework RGMA Chaopeng Shen Pennsylvania State University
Does Dynamical Downscaling at 12km Resolution Add Value to the Representation of Precipitation? RGMA MSD Abhishekh Srivastava University of California - Davis
Dichotomy Between Freshwater and Heat Flux Effects on Oceanic Conveyor Belt Stability and Global Climate RGMA Aixue Hu National Center for Atmospheric Research (NCAR)
Differentiable Modeling to Unify Machine Learning and Physical Models for Geosciences RGMA MSD Chaopeng Shen Pennsylvania State University
Contributions to Regional Precipitation Change and its Polar-Amplified Pattern Under Warming RGMA Mark Zelinka Lawrence Livermore National Laboratory (LLNL)
Human-Driven Ocean Change: More Than Just Warming RGMA Paul J. Durack Lawrence Livermore National Laboratory (LLNL)
Do Models Produce Consistently Different Outcomes Between Scenarios with Different Land Use Change Patterns? ESMD RGMA L. Ruby Leung Pacific Northwest National Laboratory
Using a Theoretical Model to Predict Future Thunderstorm Changes over the United States RGMA L. Ruby Leung Pacific Northwest National Laboratory
Assessing Tropical Pacific-induced Predictability of Southern California Precipitation Using Machine Learning ESMD Salil Mahajan Oak Ridge National Laboratory
Global Evaluation of Terrestrial Biogeochemistry in the Energy Exascale Earth System Model (E3SM) ESMD Xiaojuan Yang Oak Ridge National Laboratory
New Potential to Reduce Uncertainty in Regional Climate Projections by Combining Physical and Socio‐Economic Constraints RGMA Flavio Lehner National Center for Atmospheric Research (NCAR)
Particulates, Fire Emissions Projected to Increase Due to Climate Change RGMA MSD Ruby Leung Pacific Northwest National Laboratory
Evidence and Attribution of the Enhanced Land Carbon Sink RGMA Trevor Keenan Berkeley Lab and UC Berkeley
Drivers of Dry Day Sensitivity to Increased CO2 RGMA Brian Medeiros National Center for Atmospheric Research (NCAR)
Evaluation of Arctic and Antarctic Mixed-Phase Cloud Properties in E3SMv2 Using ARM Observations ESMD RGMA Shaocheng Xie Lawrence Livermore National Laboratory
Connecting Large-Scale Meteorological Patterns to Extratropical Cyclones in CMIP6 Climate Models Using Self-Organizing Maps RGMA Colin Zarzycki Pennsylvania State University
A Review of Recent Advances in Urban Flood Research RGMA Naresh Devineni City University of New York (City College)
Cold Surges Boost MJO’s Detour Over the Maritime Continent RGMA L. Ruby Leung Pacific Northwest National Laboratory
Simultaneous Large Wildfires Will Increase in the Western U.S. RGMA Seth McGinnis National Center for Atmospheric Research (NCAR)
Intensification of Hurricane Sally (2020) Over the Mississippi River Plume RGMA L. Ruby Leung Pacific Northwest National Laboratory Richland WA USA
A Strengthened Teleconnection of the Quasi‐Biennial Oscillation and Tropical Easterly Jet in the Past Decades in E3SMv1 RGMA Jadwiga Richter National Center for Atmospheric Research (NCAR)
A Pacific Tropical Decadal Variability Challenge for Climate Models RGMA Emanuele Di Lorenzo Brown University

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