A. Y. Abdel-lathif, R. Roehrig, I. Beau, and H. Douville, Single-column modeling of convection during the CINDY2011/DYNAMO field campaign with the CNRM climate model version 6, J Adv Model Earth Syst, 2018.

R. Alkama, B. Decharme, H. Douville, M. Becker, A. Cazenave et al., Global evaluation of the ISBA-TRIP continental hydrological system. Part I: comparison to GRACE terrestrial water storage estimates and in situ river discharges, J Hydrometeorol, vol.11, issue.3, pp.583-600, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00990993

M. Bador, L. Terray, J. Boé, S. Somot, A. Alias et al., Future summer mega-heatwave and record-breaking temperatures in a warmer France climate, 2017.
URL : https://hal.archives-ouvertes.fr/hal-02353113

N. H. Batjes, Harmonized soil profile data for applications at global and continental scales: updates to the WISE database, Soil Use Manag, vol.25, issue.2, pp.124-127, 2009.

S. Belamari and A. Pirani, Validation of the optimal heat and momentum fluxes using the ORCA2LIM global oceanice model. In: Marine environment and security for the European area Integrated Project (MERSEA IP), deliverable D4, p.88, 2007.

P. Bénichou, L. Breton, and O. , Prise en compte de la topographie pour la cartographie des champs pluviométriques statistiques (Incorporating topography in statistical mapping of precipitation fields, vol.19, pp.23-34, 1987.

P. Bougeault and P. Lacarrere, Parameterization of orographyinduced turbulence in a mesobeta-scale model, Mon Weather Rev, vol.117, issue.8, pp.1872-1890, 1989.

H. Charnock, Wind stress on a water surface, Q J R Meteorol Soc, vol.81, issue.350, pp.639-640, 1955.

J. H. Christensen, F. Boberg, O. B. Christensen, and P. Lucas-picher, On the need for bias correction of regional climate change projections of temperature and precipitation, Geophys Res Lett, vol.35, issue.20, p.20709, 2008.

J. Colin, M. Déqué, R. Radu, and S. Somot, Sensitivity study of heavy precipitation in limited area model climate simulations: influence of the size of the domain and the use of the spectral nudging technique, Tellus A, vol.62, issue.5, pp.591-604, 2010.

U. Cubasch, K. Hasselmann, H. Höck, E. Maier-reimer, U. Mikolajewicz et al., Time-dependent greenhouse warming computations with a coupled ocean-atmosphere model, Clim Dyn, vol.8, issue.2, pp.55-69, 1992.

J. Cuxart, P. Bougeault, and J. L. Redelsperger, A turbulence scheme allowing for mesoscale and large-eddy simulations, Q J R Meteorol Soc, vol.126, pp.1-30, 2000.

B. Decharme and H. Douville, Introduction of a sub-grid hydrology in the ISBA land surface model, Clim Dyn, vol.26, pp.65-78, 2006.

B. Decharme and H. Douville, Global validation of the ISBA subgrid hydrology, Clim Dyn, vol.29, pp.21-37, 2007.
URL : https://hal.archives-ouvertes.fr/meteo-00177865

D. P. Dee, S. M. Uppala, A. J. Simmons, P. Berrisford, P. Poli et al., The ERA-Interim reanalysis: configuration and performance of the data assimilation system, Q J R Meteorol Soc, vol.137, issue.656, pp.553-597, 2011.

Y. Durand, E. Brun, L. Merindol, G. Guyomarch, B. Lesaffre et al., A meteorological estimation of relevant parameters for snow models, Ann Glaciol, vol.18, issue.1, pp.65-71, 1993.

Y. Durand, G. Giraud, E. Brun, L. Mérindol, and E. Martin, A computer-based system simulating snowpack structures as a tool for regional avalanche forecasting, J Glaciol, vol.45, issue.151, pp.469-484, 1999.

, Sustainable use and management of natural resources, European Environment Agency, 2005.

S. Faroux, K. Tchuenté, A. T. Roujean, J. L. Masson, V. Martin et al., ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models, Geosci Model Dev, vol.6, issue.2, pp.563-582, 2013.

Y. Fouquart and B. Bonnel, Computations of solar heating of the earth's atmosphere-A new parameterization, Beitraege zur Physik der Atmosphaere, vol.53, pp.35-62, 1980.

B. Früh, P. Becker, T. Deutschländer, J. D. Hessel, M. Kossmann et al., Estimation of climate-change impacts on the urban heat load using an urban climate model and regional climate projections, J Appl Meteorol Climatol, vol.50, issue.1, pp.167-184, 2011.

F. Giorgi, Simulation of regional climate using a limited area model nested in a general circulation model, J Clim, vol.3, issue.9, pp.941-963, 1990.

F. Giorgi, C. Jones, and G. R. Asrar, Addressing climate information needs at the regional level: the CORDEX framework, WMO Bull, vol.58, issue.3, p.175, 2009.

J. F. Guérémy, A continuous buoyancy based convection scheme: one-and three-dimensional validation, Tellus A, vol.63, issue.4, pp.687-706, 2011.

R. Hamdi, H. Van-de-vyver, and P. Termonia, New cloud and microphysics parameterisation for use in high-resolution dynamical downscaling: application for summer extreme temperature over Belgium, Int J Climatol, vol.32, issue.13, pp.2051-2065, 2012.

R. Hamdi, H. Van-devyver, D. Troch, R. Termonia, and P. , Assessment of three dynamical urban climate downscaling methods: Brussels's future urban heat island under an A1B emission scenario, Int J Climatol, vol.34, issue.4, pp.978-999, 2014.

J. T. Houghton, Y. Ding, D. J. Griggs, M. Noguer, P. J. Van-der-linden et al., Climate change 2001: the scientific basis. The Press Syndicate of the University of Cambridge, Theor Appl Climatol, vol.93, issue.3-4, pp.179-194, 2001.

D. Jacob, J. Petersen, B. Eggert, A. Alias, O. B. Christensen et al., EURO-CORDEX: new high-resolution climate change projections for European impact research, Reg Environ Chang, vol.14, issue.2, pp.563-578, 2014.
URL : https://hal.archives-ouvertes.fr/ineris-00963511

P. D. Jones, D. H. Lister, and Q. Li, Urbanization effects in large-scale temperature records, with an emphasis on China, J Geophys Res Atmos, vol.113, p.16, 2008.

E. Kjellström, G. Nikulin, G. Strandberg, O. B. Christensen, D. Jacob et al., European climate change at global mean temperature increases of 1.5 and 2 °C above pre-industrial conditions as simulated by the EURO-COR-DEX regional climate models, Earth Syst Dynam, vol.9, pp.459-478, 2018.

H. Kusaka, H. Masayuki, and Y. Takane, Urban climate projection by the WRF model at 3-km horizontal grid increment: dynamical downscaling and predicting heat stress in the 2070's August for Tokyo, Osaka, and Nagoya metropolises, J Meteorol Soc Jpn Ser II, vol.90, pp.47-63, 2012.

B. L. Lamptey, E. J. Barron, and D. Pollard, Impacts of agriculture and urbanization on the climate of the Northeastern United States, Glob Planet Chang, vol.49, issue.3, pp.203-221, 2005.

M. Leduc and R. Laprise, Regional climate model sensitivity to domain size, Clim Dyn, vol.32, issue.6, pp.833-854, 2009.

A. Lemonsu, R. Kounkou-arnaud, J. Desplat, J. L. Salagnac, and V. Masson, Evolution of the Parisian urban climate under a global changing climate, Clim Chang, vol.116, issue.3-4, pp.679-692, 2013.

P. Lopez, Implementation and validation of a new prognostic large-scale cloud and precipitation scheme for climate and dataassimilation purposes, Q J R Meteorol Soc, vol.128, issue.579, pp.229-257, 2002.

V. Masson, A physically-based scheme for the urban energy budget in atmospheric models, Bound Layer Meteorol, vol.94, issue.3, pp.357-397, 2000.

V. Masson, L. Moigne, P. , M. E. Faroux, S. Alias et al., The SURFEXv7. 2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes, Geosci Model Dev, vol.6, pp.929-960, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00968042

M. P. Mccarthy, C. Harpham, C. M. Goodess, and P. D. Jones, Simulating climate change in UK cities using a regional climate model, HadRM3, Int J Climatol, vol.32, issue.12, pp.1875-1888, 2012.

O. Mestre, P. Domonkos, F. Picard, I. Auer, S. Robin et al., HOMER: a homogenization software-methods and applications, Id?járás, vol.117, issue.1, pp.47-67, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01190665

E. J. Mlawer, S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave, J Geophys Res Atmos, vol.102, issue.D14, pp.16663-16682, 1997.

J. Morcrette, H. Barker, J. Cole, M. Iacono, and P. R. , Impact of a new radiation package, McRad, in the ECMWF integrated forecasting system, Mon Weather Rev, vol.136, issue.12, pp.4773-4798, 2008.

P. Nabat, S. Somot, M. Mallet, I. Chiapello, J. Morcrette et al., A 4-D climatology (1979-2009) of the monthly tropospheric aerosol optical depth distribution over the Mediterranean region from a comparative evaluation and blending of remote sensing and model products, Atmos Meas Tech, vol.6, pp.1287-1314, 2013.

P. Nabat, S. Somot, M. Mallet, A. Sanchez-lorenzo, and M. Wild, Contribution of anthropogenic sulfate aerosols to the changing Euro-Mediterranean climate since 1980, Geophys Res Lett, vol.41, issue.15, pp.5605-5611, 2014.

P. Nabat, S. Somot, M. Mallet, F. Sevault, M. Chiacchio et al., Direct and semi-direct aerosol radiative effect on the Mediterranean climate variability using a coupled regional climate system model, Clim Dyn, vol.44, pp.1127-1155, 2015.

G. Nikulin, C. Lennard, A. Dosio, E. Kjellström, Y. Chen et al., The effects of 1.5 and 2 degrees of global warming on Africa in the CORDEX ensemble, Environ Res Lett, 2018.

J. Noilhan and J. F. Mahfouf, The ISBA land surface parameterisation scheme, Glob Planet Chang, vol.13, issue.1-4, pp.145-159, 1996.

T. R. Oke, The energetic basis of the urban heat island, Q J R Soc Meteorol Soc, vol.108, issue.455, pp.1-24, 1982.

T. R. Oke, The urban energy balance, Progress Phys Geogr, vol.12, issue.4, pp.471-508, 1987.

J. M. Piriou, J. L. Redelsperger, J. F. Geleyn, J. P. Lafore, and F. Guichard, An approach for convective parameterization with memory: separating microphysics and transport in grid-scale equations, J Atmos Sci, vol.64, issue.11, pp.4127-4139, 2007.

A. F. Prein, A. Gobiet, H. Truhetz, K. Keuler, K. Goergen et al., Precipitation in the EURO-CORDEX simulations: high resolution, Clim Dyn, vol.46, issue.1-2, pp.383-412, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01587414

P. Quintana-segui, L. Moigne, P. Durand, Y. Martin, E. Habets et al., Analysis of near-surface atmospheric variables: validation of the SAFRAN analysis over France, J Appl Meteorol Climatol, vol.47, issue.1, pp.92-107, 2008.
URL : https://hal.archives-ouvertes.fr/meteo-00259825

J. Ricard and J. Royer, A statistical cloud scheme for use in an AGCM, Ann Geophys, vol.11, pp.1095-1115, 1993.

B. Stone, Urban and rural temperature trends in proximity to large US cities: 1951-2000, Int J Climatol, vol.27, issue.13, pp.1801-1807, 2007.

Y. Tramblay, D. Ruelland, S. Somot, R. Bouaicha, and E. Servat, Highresolution Med-CORDEX regional climate model simulations for hydrological impact studies: a first evaluation of the ALADINclimate model in Morocco, Hydrol Earth Syst Sci, vol.17, pp.3721-3739, 2013.

K. Trusilova, M. Jung, G. Churkina, U. Karstens, M. Heimann et al., Urbanization impacts on the climate in Europe: numerical experiments by the PSU-NCAR mesoscale model (MM5), J Appl Meteorol Climatol, vol.47, issue.5, pp.1442-1455, 2007.

R. Vautard, A. Gobiet, D. Jacob, M. Belda, C. A. Déqué et al., The simulation of European heat waves from an ensemble of regional climate models within the EURO-CORDEX project, Clim Dyn, vol.41, issue.9, pp.2555-2575, 2013.
URL : https://hal.archives-ouvertes.fr/ineris-00963495

J. P. Vidal, E. Martin, L. Franchistéguy, M. Baillon, and J. M. Soubeyroux, A 50-year high-resolution atmospheric reanalysis over France with the Safran system, Int J Climatol, vol.30, issue.11, pp.1627-1644, 2010.
URL : https://hal.archives-ouvertes.fr/meteo-00420845

A. Voldoire, E. Sanchez-gomez, D. S. Mélia, B. Decharme, C. Cassou et al., The CNRM-CM5. 1 global climate model: description and basic evaluation, Clim Dyn, vol.40, issue.9, pp.2091-2121, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00833024

L. Watson, M. Michou, P. Nabat, and D. Saint-martin, Assessment of CNRM coupled ocean-atmosphere model sensitivity to the representation of aerosols, Clim Dyn, 2017.

Z. Yang, F. Dominguez, H. Gupta, X. Zeng, and L. Norman, Urban effects on regional climate: a case study in the phoenix and tucson "sun corridor, Earth Interact, vol.20, issue.20, pp.1-25, 2016.