Global assessment of the goodness-of-fit of wind speed distributions. Goodness-of-fit evaluation of 21 one-component and 24 mixture distributions. Global maps of the most appropriate country-by-country wind speed distribution. New mixture distributions like Burr-Generalized Extreme Value are proposed.