3 papers
physics.ao-ph2024
Quantifying intra-regime weather variability for energy applications
Judith Gerighausen, Joshua Dorrington, Marisol Osman +1
Weather regimes describe the large-scale atmospheric circulation in the mid-latitudes in terms of a few circulation states that modulate regional surface weather. Subseasonal forec…
physics.ao-ph2024
Improving forecasts of precipitation extremes over Northern and Central Italy using machine learning
Federico Grazzini, Joshua Dorrington, Christian M. Grams +3
The accurate prediction of intense precipitation events is one of the main objectives of operational weather services. This task is even more relevant nowadays, with the rapid prog…
physics.ao-ph2023
Domino: A new framework for the automated identification of weather event precursors, demonstrated for European extreme rainfall
Joshua Dorrington, Christian Grams, Federico Grazzini +2
A number of studies have investigated the large-scale drivers and upstream-precursors of extreme weather events, making it clear that the earliest warning signs of extreme events c…