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Author

Kuifeng Luan

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2026

Global Observation of Coastal Waves Using ICESat-2 Photon-Counting LiDAR Data

Coastal waves play a vital role in shaping nearshore environments. However, there are still challenges in global wave observation, due to the scarcity of in situ data and the imaging constraints of radar-based remote sensing in coastal areas. Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2’s) photon-counting laser...

Chang-Da Liu, Huan Xie, Kui-Feng Luan et al. · 0 citations
Review Open access 2026

A Geographically and Physics-Informed Convolutional Neural Network for Satellite-Derived Bathymetry Using ICESat-2 and Sentinel-2 Datasets

A geographically and physics-informed convolutional neural network (GPI-CNN) that integrates Sentinel-2 multispectral imagery with ICESat-2-derived bathymetric samples and geographic coordinates and improves bathymetric inversion accuracy is proposed.

Wei-Dong Zhu, Qi-Di Xie, Yan-Ying Huang et al. · 0 citations

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