Articles | Volume 18, issue 22
https://doi.org/10.5194/gmd-18-8535-2025
https://doi.org/10.5194/gmd-18-8535-2025
Model evaluation paper
 | 
14 Nov 2025
Model evaluation paper |  | 14 Nov 2025

Evaluating the E3SMv2-MPAS ocean–sea ice coupled unstructured model in the Arctic: Atlantification processes and systematic biases

Xinyuan Lv, Huizan Wang, Yu Cao, Kaijun Ren, Yangjun Wang, and Hao Ding

Data sets

E3SMv2-MPAS Xinyuan Lv https://doi.org/10.5281/zenodo.15493256

Sea Ice Index, Version 3 F. Fetterer et al. https://doi.org/10.7265/N5K072F8

CLARA-A3: CM SAF cLoud, Albedo and surface RAdiation dataset from AVHRR data - Edition 3 (3.0) Karl-Göran Karlsson et al. https://doi.org/10.5676/EUM_SAF_CM/CLARA_AVHRR/V003

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Short summary
This study evaluates the performance of the varying-resolution mesh model, E3SMv2-MPAS, in simulating key Arctic processes—from sea ice distribution and surface properties to the complex, three-dimensional structures of the Atlantic Water layer. We also pinpoint specific areas where the model still struggles, providing valuable directions for future model development. This progress means scientists can now use this tool more confidently to understand how Arctic ocean layers work and change.
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