The WRF model is employed for simulating the wind field over Greece.
Ground-truth data are used for evaluating model performance.
The model overestimates (underestimates) weak (strong) winds.
Spatiotemporal variations of wind are reproduced adequately well.
Model-based Weibull PDFs agree well with observations.