Weather-related climate is the long-term distribution of weather. Climate change means that this distribution is nonstationary. Climate scientists like to study anomalies, and we outline some problems relating to how this is done. Comparison of climate models to weather data can use empirical process tools, but may need some new developments. Regional climate models, or dynamic downscaling, illustrates clearly some problems with current climate models.