Research Highlights | Earth & Environmental Systems Modeling

Title		Contact	Institution
Region and Cloud Regime Dependence of Parametric Sensitivity in E3SM Atmosphere Model	ESMD	Ruby Leung	Pacific Northwest National Laboratory
A Refined Understanding of the Ice Cloud Longwave Scattering Effects in Climate Model	ESMD	Xianglei Huang	University of Michigan
Improving Climate Variability Simulation in E3SM by Incorporating the Dynamical Effect of Large-Scale Vertical Motion on Convection	ESMD RGMA	Xiaoliang Song	Scripps Institution of Oceanography
First Use of Shallow Ice Cores to Constrain Precipitation Over Ice Sheets	ESMD	Charlie Zender	University of California Irvine (UC Irvine)
Representing Hydropower Reservoir Operations in Global Hydrological Models Improves Freshwater Projections	ESMD MSD	Marshall Wise	Pacific Northwest National Laboratory
CIEL*Ch Color Map for Visualization and Analysis of Sea Ice Motion	ESMD	Deborah Sulsky	University of New Mexico
Opposite Trends of Wind-Associated Melt in Greenland and Antarctica	ESMD	Charlie Zender	University of California Irvine (UC Irvine)
Evaluation of Arctic and Antarctic Mixed-Phase Cloud Properties in E3SMv2 Using ARM Observations	ESMD RGMA	Shaocheng Xie	Lawrence Livermore 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
Do Models Produce Consistently Different Outcomes Between Scenarios with Different Land Use Change Patterns?	ESMD RGMA	L. Ruby Leung	Pacific Northwest National Laboratory
Insights from Simulating Summer Warming of the Great Lakes	ESMD	Rob Hetland	Pacific Northwest National Laboratory
Simulation of Diverse ENSO Teleconnections to Extremes in High Resolution Earth System Models	ESMD	Salil Mahajan	Oak Ridge National Laboratory
Sensitivity of the Pseudo-Global Warming Method Under Flood Conditions: A Case Study from the Northeastern U.S.	ESMD RGMA	Paul Ullrich	University of California Davis (UC Davis)
Emulating Interactions Between Atmospheric Particles and Light with Machine Learning	ESMD	Po-Lun Ma	Pacific Northwest National Laboratory
Applying a Mathematical Diagnostic Tool to Detect Numerical Pathologies in Atmospheric Physics Parameterizations	ESMD	Hui Wan	Pacific Northwest National Laboratory
Emulation of Sub-Ice Shelf Melt Forcing Using High-Fidelity E3SM Simulations	ESMD	Stephen F. Price	Los Alamos National Laboratory
Acclimation of Phytoplankton Fe:C Ratios Dampens the Biogeochemical Response to Varying Atmospheric Deposition of Soluble Iron	ESMD	Jefferson Keith Moore	University of California Irvine (UC Irvine)
Faster Self-Attraction and Loading for Variable Resolution Ocean Models	ESMD	Darren Engwirda	Argonne National Laboratory
The June 2012 North American Derecho: A Testbed for Regional and Cloud-System Resolving Models	ESMD RGMA	Paul A. Ullrich	University of California - Davis
Characterizing Aerosol Effects on Modeled Cloud Lifetimes Using a Novel Framework	ESMD	Po-Lun Ma	Pacific Northwest National Laboratory
Moisture Sources for Great Lakes Region Precipitation: Climatology and Recent Changes	ESMD RGMA MSD	Robert Hetland	Pacific Northwest National Laboratory
Modeling Agriculture Matters for Carbon Cycling	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory
Contrasting Effects of Lake Breeze and Urbanization on Heat Stress in Chicago Metropolitan Area	ESMD RGMA MSD	Rob Hetland	Pacific Northwest National Laboratory
Adding Ice Shelves Improves the Accuracy of Global Tidal Models	ESMD	Darren Engwirda	Los Alamos National Laboratory (LANL)
A Roadmap for Improving Models of Coastal Wetland Vegetation	ESMD	Benjamin Sulman	Oak Ridge National Laboratory
Using Topological Relationships in Mesh-Independent River Network Representations	ESMD	Chang Liao	Pacific Northwest National Laboratory
Downscaling a Large-Scale River Model Using Deep Learning	ESMD	Ian Kraucunas	Pacific Northwest National Laboratory
Reduced CO2 Uptake and Growing Nutrient Sequestration from Slowing Overturning Circulation	ESMD RGMA	Jefferson Keith Moore	University of California Irvine (UC Irvine) - Department of Earth System Science
Snow Shape Matters for Land Surface Processes	ESMD	L. Ruby Leung	Pacific Northwest National Laboratory

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