Future rainfall extremes are projected to increase with global warming according to theory and climate models, but common (annual) and rare (decennial or centennial) extremes …
F Marra, M Borga, E Morin - Geophysical Research Letters, 2020 - Wiley Online Library
The metastatistical extreme value approach proved promising in the frequency analysis of daily precipitation from ordinary events, outperforming traditional methods based on …
F Marra, M Armon, E Morin - Hydrology and Earth System …, 2022 - hess.copernicus.org
The yearly exceedance probability of extreme precipitation of multiple durations is crucial for infrastructure design, risk management, and policymaking. Local extremes emerge from the …
CT Vidrio-Sahagún, J He - Advances in Water Resources, 2022 - Elsevier
The implementation of nonstationary hydrological frequency analysis (NS-HFA) has often been hampered by the relatively short datasets and the resulting high uncertainty. Most …
A Miniussi, M Marani - Water Resources Research, 2020 - Wiley Online Library
The accurate estimation of hydrologic extremes is central to planning and engineering mitigation and adaptation measures. The traditional extreme value theory is based on often …
Daily precipitation extremes are projected to intensify with increasing moisture under global warming following the Clausius-Clapeyron (CC) relationship at about 7%/∘ C. However, this …
Tropical cyclones (TCs) generate extreme precipitation with severe impacts across large coastal and inland areas, calling for accurate frequency estimation methods. Statistical …
F Serinaldi, F Lombardo, CG Kilsby - Advances in Water Resources, 2020 - Elsevier
Classic extreme value theory provides asymptotic distributions of block maxima (BM) Y or peaks over threshold (POT). However, as BM and POT are relatively small subsets of the …
The study has modeled shoreline changes by using a multilayer perceptron (MLP) neural network with the data collected from five beaches in southern Taiwan. The data included …