Author

Chen-Yu Fan

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2026

A Physics-Informed Ensemble Learning Framework for Transferable Shallow Water Bathymetry Inversion in Data-Scarce Regions

Satellite-derived bathymetry (SDB) is a critical technology for estimating shallow water depths. However, the extreme scarcity of field measurements in remote or inaccessible regions, such as the coral reefs of the South China Sea (SCS), poses a significant challenge for accurate bathymetric retrieval. Traditional SDB...

Jian Cheng, Chen-Yu Fan, Hui Chen et al. · IEEE Transactions on Geoscie... · 0 citations

Open access Sep 2026

SWOT Observations Reveal Basin‐Scale Reservoir Operating Patterns

The construction and operation of reservoirs have fundamentally modified the natural hydrograph globally. However, complex seasonal operating patterns remain opaque due to data scarcity, limiting the accuracy of hydrological modeling and water management. Here we show that the Surface Water and Ocean Topography satelli...

Tan Chen, Jia-Sheng Li, Shi-Teng Fang et al. · Geophysical Research Letters · 0 citations