Articles | Volume 17, issue 9
https://doi.org/10.5194/gmd-17-3919-2024
https://doi.org/10.5194/gmd-17-3919-2024
Model evaluation paper
 | 
15 May 2024
Model evaluation paper |  | 15 May 2024

Systematic and objective evaluation of Earth system models: PCMDI Metrics Package (PMP) version 3

Jiwoo Lee, Peter J. Gleckler, Min-Seop Ahn, Ana Ordonez, Paul A. Ullrich, Kenneth R. Sperber, Karl E. Taylor, Yann Y. Planton, Eric Guilyardi, Paul Durack, Celine Bonfils, Mark D. Zelinka, Li-Wei Chao, Bo Dong, Charles Doutriaux, Chengzhu Zhang, Tom Vo, Jason Boutte, Michael F. Wehner, Angeline G. Pendergrass, Daehyun Kim, Zeyu Xue, Andrew T. Wittenberg, and John Krasting

Data sets

PCMDI/pcmdi_metrics_results_archive (v2023.11.21) Jiwoo Lee et al. https://doi.org/10.5281/zenodo.10181202

Model code and software

PCMDI Metrics Package Jiwoo Lee et al. https://doi.org/10.5281/zenodo.592790

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Short summary
We introduce an open-source software, the PCMDI Metrics Package (PMP), developed for a comprehensive comparison of Earth system models (ESMs) with real-world observations. Using diverse metrics evaluating climatology, variability, and extremes simulated in thousands of simulations from the Coupled Model Intercomparison Project (CMIP), PMP aids in benchmarking model improvements across generations. PMP also enables efficient tracking of performance evolutions during ESM developments.