The Climate Scenario Group at the Royal Netherlands Meteorological Institute makes use of empirical relations between different climate elements to transform an observed local meteorological time series with daily resolution into an internally consistent daily time series that could occur in the future climate. This scenario meets the requirement from impact groups, as it has local details and gives a plausible description of the day to day variability including the daily extremes.