50 citations · 148 across the 16 of their papers we have counts for
4 papers · 1 filter
High return level estimates of daily ERA-5 precipitation in Europe estimated using regionalised extreme value distributions
Pauline Rivoire, Philomène Le Gall, Anne-Catherine Favre +2
Accurate estimation of daily rainfall return levels associated with large return periods is needed for a number of hydrological planning purposes, including protective infrastructu…
Evaluation of binary classifiers for asymptotically dependent and independent extremes
Juliette Legrand, Philippe Naveau, Marco Oesting
Machine learning classification methods usually assume that all possible classes are sufficiently present within the training set. Due to their inherent rarities, extreme events ar…
Stable sums to infer high return levels of multivariate rainfall time series
Gloria Buriticá, Philippe Naveau
Heavy rainfall distributional modeling is essential in any impact studies linked to the water cycle, e.g.\ flood risks. Still, statistical analyses that both take into account the…
Non-parametric multimodel Regional Frequency Analysis applied to climate change detection and attribution
Philomène Le Gall, Anne-Catherine Favre, Philippe Naveau +1
A recurrent question in climate risk analysis is determining how climate change will affect heavy precipitation patterns. Dividing the globe into homogeneous sub-regions should imp…