[M-GI34] Data-driven approaches for weather and hydrological predictions

[MGI34-09] Robust gap-filling of coastal wind and wave records with pattern-based machine learning

*Nan-Jing Wu¹, Tai-Wen Hsu¹, Ting-Chieh Lin¹, Chuin-Shan Chen² (1. National Taiwan Ocean University, 2. National Taiwan University)

Keywords:Imputation, Weighted k-nearest neighbors (WKNN), Pattern-referencing, Coastal observing networks, Wind and wave observations