462 citations · 1.5k across the 41 of their papers we have counts for
5 papers · 1 filter
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…
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…
Improving probabilistic wind speed forecasting using M-Rice distribution and spatial data integration
Roberta Baggio, Jean-François Muzy
We consider the problem of short-term forecasting of surface wind speed probability distribution. Our approach consists in predicting the parameters of a given probability density…
Short term forecasting of surface layer wind speed using a continuous cascade model
Rachel Baile, Jean-Francois Muzy, Philippe Poggi
This paper describes a statistical method for short-term forecasting of surface layer wind velocity amplitude relying on the notion of continuous cascades. Inspired by recent empir…
Intermittency of surface layer wind velocity series in the mesoscale range
J. F. Muzy, R. Baile, P. Poggi
We study various time series of surface layer wind velocity at different locations and provide evidences for the intermittent nature of the wind fluctuations in mesoscale range. By…