Excess values can be characterized by applying results from the Extreme Value Theory. In order to get reliable estimations of the distribution parameters and of the associated return levels (needed in many applications), a general bootstrap based procedure is proposed. In this framework, excesses over a high threshold can be modeled with the so-called Generalized Pareto distribution. Application of the method to global climate model will be discussed.