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

[MGI34-05] Enhancing Ensemble Temperature Forecasts with CNN: Analyzing AI-based Post-processing through Forecast Information–Noise Error Decomposition

*Takuya Inoue¹, Takuya Kawabata¹ (1. Meteorological Research Institute, Japan Meteorological Agency)

Keywords:Deep Learning, Convolutional Neural Network, Ensemble Forecasting, Numerical Weather Prediction, Post-processing, Forecast Information