Author

Stephanie Dutkiewicz

2 papers indexed here

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Preprint Oct 2026

Three-dimensional Lagrangian ecosystems: carbon dynamics and potential for artificial fertilization

The results show that patch dilution can enhance the ecosystem response, and how carbon uptake is sensitive to initial injected area, horizontal divergence and vertical diffusivity, and how carbon uptake is sensitive to initial injected area, horizontal divergence and vertical diffusivity.

S. Campagnola, Stephanie Dutkiewicz, M. Follows et al. · 0 citations

#machine learning Preprint Aug 2026

From objective discovery to prediction of global ocean eco-provinces: A pathway for trustworthy learning

This work uses unsupervised machine learning to identify eco-provinces with corresponding uncertainty measures based on output of a global simulation of phytoplankton functional types and develops a hierarchy of explainable dense ensemble networks to infer how well the eco-provinces can be detected from modeled ocean c...

Makayla McDevitt, Maike Sonnewald, S. Dutkiewicz · 0 citations