Author

Young-Heon Jo

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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 Sep 2026

Achieve Medium‐Range SST Forecast by Rolling 1‐Day Deep Learning

Deep learning has revolutionized short‐term Sea Surface Temperature (SST) forecasting, but often struggles with cumulative error propagation and operational complexity in medium‐range predictions. To achieve lightweight and temporally continuous SST forecast, this study introduces two novel training strategies, Rolling...

Nan-Xiang Huang, Jiang-Nan He, Wen-Fang Lu et al. · Geophysical Research Letters · 0 citations