Leveraging deterministic weather forecasts for in-situ probabilistic temperature predictions via deep learning

David Landry, Anastase Charantonis, Claire Monteleoni

We propose a neural network approach to produce probabilistic weather forecasts from a deterministic numerical weather prediction. Our approach is applied to operational surface te…