Statistical downscaling of WRF mesoscale simulations using an artificial neural network to forecast winds at local, unresolved scale

F. Dupuy (1) , T. Hedde (1) , P. Roubin (1) , P. Durand (2)

1 CEA-DES (ex-DEN) - CEA-Direction des Energies (ex-Direction de l'Energie Nucléaire)
2 LAERO - Laboratoire d'aérologie

Mots clés: simulation WRF; Artificial Neural Network; valley wind; stability; thermal winds; downscaling

Domaines: Physique Nucléaire Expérimentale [nucl-ex]; Physique Nucléaire Théorique [nucl-th]

F. Dupuy, T. Hedde, P. Roubin, P. Durand. Statistical downscaling of WRF mesoscale simulations using an artificial neural network to forecast winds at local, unresolved scale. European Meteorological Society 2016, Sep 2016, Trieste, Italy. ⟨cea-02438703⟩