Earth System Science Data
Earth System Science Data
Earth System Science Data
Articles | Volume 17, issue 12
Articles | Volume 17, issue 12
https://doi.org/10.5194/essd-17-7169-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-17-7169-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 17, issue 12
Data description paper
 | 
15 Dec 2025
Data description paper |  | 15 Dec 2025

Climatological fields of Southern Ocean interior carbonate system parameters and anthropogenic CO2 reconstructed and integrated from float- and ship-based observations

Wanqin Zhong, Xin Ma, Yingxu Wu, Chenglong Li, Tianqi Shi, Wei Gong, and Di Qi

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Short summary
This work addresses a critical observational gap in the Southern Ocean — one of the most important regions for carbon uptake — by integrating comprehensive Argo float observations with historical ship-based measurements. Our findings demonstrate the feasibility of using machine learning models to integrate observations, and support in-depth analyses of carbon transport and storage mechanisms. This can foster broader utilization of Argo floats data in ocean carbon research.
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