Gusti Ayu Dwi Yanti

Significant Wave Height Forecasting in the Singapore Strait: Deep Learning Ensemble Stacking with ERA5-IDW Data

Accurate significant wave height (SWH) forecasting in the Singapore Strait is critical for maritime safety and marine risk assessment along one of the world’s busiest shipping corridors. This study develops a deep learning ensemble stacking framework for one-step-ahead SWH forecasting using hourly ERA5 reanalysis data...