Author

H. Joo

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Open access Sep 2026

Estimating surface pCO2 and its long-term variability in the East China Sea using machine learning with satellite data

Accurate estimation of sea surface partial pressure of CO 2 ( p CO 2 ) in optically complex coastal waters remains challenging due to significant biogeochemical heterogeneity. This study develops a machine learning approach to reconstruct p CO 2 in the East China Sea (ECS) from 2003 to 2023, utilizing MODIS...

Do-Hyeon Kwon, Young-Heon Jo, J. Shim et al. · Frontiers in Marine Science · 0 citations

Open access Aug 2026

Separating Sensor-like Anomalies from Regional Oceanographic Events: A Machine-Learning-Assisted, Physics-Guided, Event-Preserving Quality-Control Framework for Coastal Buoy Temperature Records

Coastal upwelling and typhoon-driven mixing can cool a buoy record by several degrees within hours. Sensor faults do the same. Quality-control schemes that flag anomalies by residual magnitude alone therefore risk discarding real events. We analysed 30 min temperature records from six buoys and three depths off the eas...

H. Joo, Byoung-Jun Lim, H. Jung · Journal of Marine Science an... · 1 citation