Using Numerical Weather Prediction (NWP) models it has been shown that
they, combined with models (either physical or statistical) taking lo
cal effects into account, can be used to predict the wind locally bett
er than the models commonly used today (as eg persistence). By ''local
'' is meant at one distinct spot, as eg the location of a meteorologic
al mast. The physical model of local effects takes the following into
account: shelter from near-by obstacles, the effect of roughness chang
es and the effect of the local orography. The large-scale flow is link
ed to the surface flow by the geostrophic drag law, and the logarithmi
c wind profile. The predictions are made up to 36 hours ahead. The mod
el is tested on data from 50 meteorological stations scattered all ove
r Europe.