6 citations · 7 across the 3 of their papers we have counts for
3 papers
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection
J. Pérez-Aracil, C. Peláez-Rodríguez, Ronan McAdam +17
Heatwaves (HWs) are extreme atmospheric events that produce significant societal and environmental impacts. Predicting these extreme events remains challenging, as their complex in…
AI-driven weather forecasts enable anticipated attribution of extreme events to human-made climate change
Bernat Jiménez-Esteve, David Barriopedro, Juan Emmanuel Johnson +1
Anthropogenic climate change (ACC) is altering the frequency and intensity of extreme weather events. Attributing individual extreme events (EEs) to ACC is becoming crucial to asse…
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review
Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso +9
Atmospheric Extreme Events (EEs) cause severe damages to human societies and ecosystems. The frequency and intensity of EEs and other associated events are increasing in the curren…