This article discusses briefly basic principles of extreme value (EV) estimation, the role of simulations for the development of relevant meteorological data sets, the interaction between the practical application of meteorological data and the extreme value modeling process, and specific EV estimation issues pertaining to wind, snow, ice, and ocean waves.