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Linus Vogt

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Preprint Oct 2026

Multi-model ocean oxygen fields predicted by conditional diffusion models

Dissolved oxygen is important for the ocean's ecosystems and biogeochemical cycles. Yet, Earth System Models (ESMs) vary in their simulations of the present-day and future ocean oxygen inventory. To narrow down the uncertainty in estimates of ocean oxygen content, we train a conditional generative diffusion model on ou...

Linus Vogt, L. Zanna · 0 citations

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