Stochastic downscaling method: Application to wind refinement

  • Bernardin F
  • Bossy M
  • Chauvin C
 et al. 
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{I}n this article, we propose a new stochastic downscaling method:
provided a numerical prediction of wind at large scale, we aim to
improve the approximation at small scales thanks to a local stochastic
model. {W}e first recall the framework of a {L}agrangian stochastic
model borrowed from {S}.{B}. {P}ope. {T}hen, we adapt it to our meteorological
framework, both from the theoretical and numerical viewpoints. {F}inally,
we present some promising numerical results corresponding to the
simulation of wind over the {M}editerranean {S}ea.

Author-supplied keywords

  • Downscaling method
  • Stochastic differential equations
  • Wind simulation

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  • Frédéric Bernardin

  • Mireille Bossy

  • Claire Chauvin

  • Philippe Drobinski

  • Antoine Rousseau

  • Tamara Salameh

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