The most commonly used estimation methods for fitting the Weibull distribution are the maximum likelihood estimation, the traditional method of moments, the method of moments incorporating skewness and the percentile method (Zhang et al. 2003). In this study, the traditional method of moments was chosen because the moments of the distribution also were
used in the Gumbel CDF approach.