Fig. 1: Overview of the wind prediction pipeline.

A First we generate labelled flows utilizing a CFD simulation. B Then WindSeer is trained with measurements along randomly sampled piecewise linear trajectories to predict the dense flow. C During deployment the wind estimates from the UAV or wind measurement towers together with the known topography serve as the input to WindSeer.