Oceans · AI and machine learning
New weather and climate research on oceans with AI and machine learning as the main approach, one page per paper.
2 papers 1 peer-reviewed, 1 preprints Every summary checked against its paper
All summaries
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OceansAI-based satellite reconstruction suggests ocean fronts drive much of the energy cascade
Combining satellite data with a generative model learned from simulations, the authors find that small ocean fronts carry a disproportionate share of energy moving both to larger and smaller scales in the Agulhas region.
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OceansArgo floats and machine learning yield gridded Southern Ocean carbon maps to 5600 m
The authors used a neural network to turn Argo float temperature, salinity and sometimes oxygen into 1°×1° maps of Southern Ocean carbon chemistry, including anthropogenic carbon, with uncertainties.