This work proposes a new general procedure to stochastically analyze multi-model multivariate wave climate time series projections at different temporal scales. For every projection, it characterizes significant height, peak period and mean direction by means of univariate non-stationary distributions capable capturing cyclic behavior over reference interval duration. The dependence between the...