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Makayla McDevitt

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#machine learning Preprint Aug 2026

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

Marine ecosystems are increasingly impacted by climate change, necessitating tools to identify and predict spatial habitat information. To build such tools, ecological marine provinces,"eco-provinces", ecologically meaningful regions in the global ocean can be used. We use unsupervised machine learning (ML) to identify...

Makayla McDevitt, Maike Sonnewald, Stephanie Dutkiewicz · 0 citations

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