Author

G. McKinley

2 papers indexed here

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Preprint Aug 2026

How well is surface ocean carbon represented in observations and ocean models?

We introduce a general framework for quantifying the information content and representation quality of complex geophysical datasets based on the intrinsic dimension and differentiable information imbalance of data manifolds. We use it to derive and compare optimal representations of surface ocean carbon in the SOCAT da...

Viviana Acquaviva, Romina Wild, Alessandro Laio et al. · 0 citations

Open access Aug 2026

The ASTE‐BGC Data‐Assimilative Regional Ocean Biogeochemical Model

We present a data‐assimilative regional ocean biogeochemical model, ASTE‐BGC, which simulates the physical and biogeochemical state of the North Atlantic Ocean from 2002 to 2017. Model physics are provided by a physical state estimate (ASTE), which assimilates O(109) in situ and satellite‐based observations over the mo...

L. Moseley, G. McKinley, D. Carroll et al. · Journal of Advances in Model... · 0 citations