Results 81 to 90 of about 430 (169)

E3SM Chemistry Diagnostics Package (ChemDyg) Version 0.1.4

Abstract. The E3SM Chemistry diagnostics package (ChemDyg) is an open-source software, all diagnostic scripts written in Python, developed to support the Department of Energy (DOE) Energy Exascale Earth System Model (E3SM). The current version 0.1.4 of ChemDyg generates several diagnostic plots and tables for model-to-model and model-to-observation ...
Hsiang-He Lee, Qi Tang, Michael Prather
openaire   +2 more sources

The Fingerprints of Stratospheric Aerosol Injection in E3SM

, 2021
Benjamin Wagman, Laura Swiler, Kamaljit Chowdhary, Benjamin Hillman   +3 more
openaire   +2 more sources

Kilometer-Scale E3SM Land Model Simulation over North America

CoRR
The development of a kilometer-scale E3SM Land Model (km-scale ELM) is an integral part of the E3SM project, which seeks to advance energy-related Earth system science research with state-of-the-art modeling and simulation capabilities on exascale computing systems. Through the utilization of high-fidelity data products, such as atmospheric forcing and
Dali Wang, Chen Wang 0004, Qinglei Cao, Peter Schwartz, Fengming Yuan, Jayesh Krishna, Danqing Wu, Daniel M. Ricciuto, Peter E. Thornton, Shih-Chieh Kao, Michele Thornton, Kathryn M. Mohror   +11 more
openaire   +2 more sources

A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming. [PDF]

Nat Commun, 2023
Hao D, Hao D, Bisht G, Wang H, Xu D, Huang H, Qian Y, Leung LR.   +7 more
europepmc   +1 more source

Arctic benthos biogeochemistry in E3SM: progress and applications

, 2021
Nicole Jeffery, Mathew Maltrud, Jonathan Wolfe, Sean Mitchell   +3 more
openaire   +2 more sources

Testing NeuralGCM's capability to simulate future heatwaves based on the 2021 Pacific Northwest heatwave event

npj Climate and Atmospheric Science
AI-based weather and climate models are emerging as accurate and computationally efficient tools. Beyond weather forecasting, they also show promise to accelerate storyline analyses. We evaluate NeuralGCM’s ability to simulate an extreme heatwave against
Shiheng Duan, Jishi Zhang, Céline Bonfils, Giuliana Pallotta   +3 more
doaj   +1 more source

Earth system models for regional environmental management of red tide: Prospects and limitations of current generation models and next generation development. [PDF]

Environ Earth Sci, 2022
Elshall AS, Ye M, Kranz SA, Harrington J, Yang X, Wan Y, Maltrud M.   +6 more
europepmc   +1 more source

Data-driven emulation of modal aerosol microphysics via neural operator-based modeling. [PDF]

Sci Rep
Bai Z, Rouson D.
europepmc   +1 more source

Advancing Sea Ice Predictability in E3SM with Machine Learning [PDF]

, 2021
Kara Peterson, Warren Davis, Matt Peterson, J. Nichol, Kenny Chowdhary, Marta D'Elia   +5 more
openaire   +1 more source

Frequency-aware vision transformers for high-fidelity super-resolution of Earth system models. [PDF]

Sci Rep
Zeraatkar E, Faroughi SA, Tešić J.
europepmc   +1 more source