Articles | Volume 12, issue 9
https://doi.org/10.5194/nhess-12-2769-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/nhess-12-2769-2012
© Author(s) 2012. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Dynamical and statistical downscaling of the French Mediterranean climate: uncertainty assessment
M. Vrac
Institut Pierre Simon Laplace/Laboratoire des Sciences du Climat et l'Environnement, CNRS/CEA/UVSQ, UMR8212, CNRS/INSU – Laboratoire des sciences du climat et de l'environnement (LSCE), Gif-sur-Yvette, France
P. Drobinski
Institut Pierre Simon Laplace/Laboratoire de Météorologie Dynamique, CNRS/Ecole Polytechnique/ENS/UPMC, Palaiseau, France
A. Merlo
Institut Pierre Simon Laplace/Laboratoire des Sciences du Climat et l'Environnement, CNRS/CEA/UVSQ, UMR8212, CNRS/INSU – Laboratoire des sciences du climat et de l'environnement (LSCE), Gif-sur-Yvette, France
Institut Pierre Simon Laplace/Laboratoire de Météorologie Dynamique, CNRS/Ecole Polytechnique/ENS/UPMC, Palaiseau, France
M. Herrmann
Laboratoire d' Études en Géophysique et Océanographie Spatiales, CNRS/CNES/IRD/OMP, Toulouse, France
C. Lavaysse
Institut Pierre Simon Laplace/Laboratoire de Météorologie Dynamique, CNRS/Ecole Polytechnique/ENS/UPMC, Palaiseau, France
L. Li
Institut Pierre Simon Laplace/Laboratoire de Météorologie Dynamique, CNRS/Ecole Polytechnique/ENS/UPMC, Palaiseau, France
S. Somot
Centre National de Recherches Météorologiques, Météo-France/CNRS, Toulouse, France
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- Climate and hydrological models to assess the impact of climate change on hydrological regime: a review R. Kour et al. 10.1007/s12517-016-2561-0
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