Mapping extreme snowfalls in the French Alps using max‐stable processes

Johan Gaume · Nicolas Eckert · Guillaume Chambon · Mohamed Naaïm · Liliane Bel

84 citations0/0 files storedWater Resources Research

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Probability and Risk Models Precipitation Measurement and Analysis Point processes and geometric inequalities

Abstract

Key Points Analysis of extreme snowfall data using spatial extreme statistics Mapping of extreme snowfall water equivalent using max‐stable processes Obtaining return level maps, operational tool for avalanche risk management

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References

1999Dependence Measures for Extreme Value Analyses 2012Statistical Modeling of Spatial Extremes 1984A Spectral Representation for Max-stable Processes 2002Models for Stationary Max-Stable Random Fields 2010Likelihood-Based Inference for Max-Stable Processes 2009Stationary max-stable fields associated to negative definite functions 1977Extreme values of independent stochastic processes 2003A dependence measure for multivariate and spatial extreme values: Properties and inference

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