Drought analysis based on a cluster Poisson model: Distribution of the most severe drought

Abstract

This work aims to characterize the largest drought event to occur in a given period of time. A Poisson cluster process is used to model drought occurrence and a vector of 3 random variables (duration, deficit and maximum intensity) to describe their severity. Some results on the distribution of the maximum in a random size sample are developed in order to described the largest drought events.