Spatial modelling framework for the characterisation of rainfall extremes at different durations and under climate change

This paper describes a statistical modelling framework for the characterisation of rainfall extremes over a region of interest. Using a Bayesian hierarchical approach, the data are assumed to follow the generalised extreme value distribution, whose parameters are modelled as spatial Gaussian process...

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Bibliographic Details
Main Authors: Lehmann, E., Phatak, Aloke, Stephenson, A., Lau, R.
Format: Journal Article
Published: 2016
Online Access:http://hdl.handle.net/20.500.11937/43152