Articles | Volume 22, issue 22
https://doi.org/10.5194/bg-22-7269-2025
https://doi.org/10.5194/bg-22-7269-2025
Research article
 | 
26 Nov 2025
Research article |  | 26 Nov 2025

Evaluating the performance of CMIP6 models in simulating Southern Ocean biogeochemistry

Ming Cheng, Nicola Maher, and Michael J. Ellwood

Data sets

Quality Information Document for Global Ocean 3D Particulate Organic Carbon and Chlorophyll-a concentration Product MULTIOBS_GLO_BIO_BGC_3D_REP_015_010 R. Sauzede et al. https://doi.org/10.48670/moi-00046

Model code and software

mingcheng7/Evaluation-CMIP6-historical: Evaluation of CMIP6 models (v1.0) M. Cheng https://doi.org/10.5281/zenodo.17693788

Download
Short summary
The Southern Ocean helps regulate Earth’s climate by cycling nutrients and carbon. We studied how well 14 modern climate models represent key ocean properties, such as plant growth, nutrients, and carbon particles. By comparing model results with real-world observations, we found large differences in model performance. Some models captured certain features better than others. Our findings can guide future improvements in ocean and climate predictions.
Share
Altmetrics
Final-revised paper
Preprint