3 papers
physics.ao-ph2026
Forecasting threshold exceedance of atmospheric variables at a specific location
Roberta Baggio, Jean-François Muzy
This study compares two methodological approaches for predicting, at a given site, threshold exceedances of atmospheric variables such as temperature and wind speed: (i) direct pro…
physics.ao-ph2025
Local wind speed forecasting at short time horizons based on Numerical Weather Prediction and observations from surrounding stations
Roberta Baggio, Killian Pujol, Florian Pantillon +3
This study presents a hybrid neural network model for short-term (1-6 hours ahead) surface wind speed forecasting, combining Numerical Weather Prediction (NWP) with observational d…
physics.ao-ph2025
Improving prediction of heavy rainfall in the Mediterranean with Neural Networks using both observation and Numerical Weather Prediction data
Killian Pujol, Roberta Baggio, Dominique Lambert +3
Forecasting Heavy Precipitation Events (HPE) in the Mediterranean is crucial but challenging due to the complexity of the processes involved. In this context, Artificial Intelligen…