A data-driven approach to precipitation parameterizations using convolutional encoder-decoder neural networks

Pablo Rozas Larraondo, Luigi J. Renzullo, Inaki Inza +1

Numerical Weather Prediction (NWP) models represent sub-grid processes using parameterizations, which are often complex and a major source of uncertainty in weather forecasting. In…