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Physics-guided machine-learning forecasting and analysis of carbonate changes in the surface Western Mediterranean - Ocean Acidification
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Physics-guided machine-learning forecasting and analysis of carbonate changes in the surface Western Mediterranean - Ocean Acidification
Highlights Abstract We introduce a hybrid, physics-guided machine-learning system for forecasting and explaining surface marine carbonate changes along a fixed Volunteer Observing Ship route between Gibraltar and Barcelona from 2019 to 2024. The dataset includes more than 90 high-frequency transects collected under ICOS/SOOP standards, containing underway pCO2/fCO2, pH (measured and derived), sea-surface temperature, and salinity. After […] The …
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