Published January 12, 2026 | Version v1
Dataset Open

Analysis scripts and dataset for Zhang et. al. (2025)

Authors/Creators

  • 1. ROR icon Pacific Northwest National Laboratory

Contributors

Project manager:

Project member:

  • 1. ROR icon Pacific Northwest National Laboratory

Description

This archive contains post-processed data and analysis scripts for Zhang et al. (2025) entitled "Improving Thermodynamic Nudging in the E3SM Atmosphere Model Version 2 (EAMv2): Strategy and Hindcast Skills on Weather Systems". The data are derived from model outputs of simulations conducted with the U.S. Department of Energy’s E3SM Atmosphere Model Version 2 (EAMv2). All simulations were performed under present-day aerosol and gas emission conditions, with prescribed perturbations to sea surface temperature (SST) and sea ice concentration (SIC). A detailed description of the model configuration and experimental design is provided in Zhang et al. (2025).

Files

Files (1.1 GB)

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md5:e06af1f94d03eb9eafc8362a9caf2276
133.9 MB Download
md5:df9be7da0078c3e919cdb1e31280466a
984.3 MB Download

Additional details

Identifiers

DOI
10.5194/egusphere-2025-4277

Related works

Is cited by
Dataset: 10.48550/arXiv.2512.03309 (DOI)

Funding

United States Department of Energy
Office of Advanced Scientific Computing Research

Dates

Updated
2026-01-12
Response to Reviewer

References

  • Zhang, S., Leung, L. R., Harrop, B. E., Bora, A., Karniadakis, G., Shukla, K., and Zhang, K.: Improving Thermodynamic Nudging in the E3SM Atmosphere Model Version 2 (EAMv2): Strategy and Hindcast Skills on Weather Systems, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-4277, 2025.
  • Bora, A., Zhang, S., Shukla, K., Harrop, B., Karniadakis, G. E., & Leung, L. R. (2025). Retrofitting Earth System Models with Cadence-Limited Neural Operator Updates. ArXiv. https://arxiv.org/abs/2512.03309