N. K. Awan, H. Truhet, and A. Gobiet, Parameterization-Induced Error Characteristics of MM5 and WRF Operated in Climate Mode over the Alpine Region: An Ensemble-Based Analysis, Journal of Climate, vol.24, issue.12, pp.3107-3123, 2011.
DOI : 10.1175/2011JCLI3674.1

M. Baldauf and J. P. Schulz, Prognostic precipitation in the Lokal- Modell (LM) of DWD, pp.177-180, 2004.

G. P. Balsamo, A. Viterbo, B. J. Beljaars, B. Van-den-hurk, M. Hirschi et al., A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System, Journal of Hydrometeorology, vol.10, issue.3, pp.623-643, 2009.
DOI : 10.1175/2008JHM1068.1

H. Bauer, T. Weusthoff, M. Dorninger, V. Wulfmeyer, T. Schwitalla et al., Predictive skill of a subset of models participating in D-PHASE in the COPS region, Quarterly Journal of the Royal Meteorological Society, vol.17, issue.S1, pp.287-305, 2011.
DOI : 10.1127/0941-2948/2008/0339

O. Bellprat, S. Kotlarski, D. Lüthi, and C. Schär, Exploring Perturbed Physics Ensembles in a Regional Climate Model, Journal of Climate, vol.25, issue.13, pp.4582-4599, 2012.
DOI : 10.1175/JCLI-D-11-00275.1

O. Bellprat, S. Kotlarski, D. Lüthi, and C. Schär, Objective calibration of regional climate models, Journal of Geophysical Research: Atmospheres, vol.116, issue.4, pp.2311510-1029, 2012.
DOI : 10.1029/2010JD014572

O. Bellprat, S. Kotlarski, D. Lüthi, and C. Schär, Physical constraints for temperature biases in climate models, Geophysical Research Letters, vol.456, issue.0, pp.4042-4047, 2013.
DOI : 10.1016/j.jhydrol.2012.05.052

R. E. Benestad, I. Hanssen-bauer, C. , and D. , , 2008.

K. Bergant, M. Belda, and T. Halenka, Systematic errors in the simulation of european climate (1961???2000) with RegCM3 driven by NCEP/NCAR reanalysis, International Journal of Climatology, vol.82, issue.4, pp.455-472, 2007.
DOI : 10.1017/CBO9780511612336

F. Boberg and J. H. Christensen, Overestimation of Mediterranean summer temperature projections due to model deficiencies, Nature Climate Change, vol.58, issue.6, pp.433-436, 2012.
DOI : 10.1175/JCLI4288.1

U. Böhm, K. Keuler, H. Österle, M. Kücken, and D. Hauffe, Quality of a climate reconstruction for the CADSES regions, Meteorologische Zeitschrift, vol.17, issue.4, pp.477-485, 2008.
DOI : 10.1127/0941-2948/2008/0318

T. Bosshard, M. Carambia, K. Goergen, S. Kotlarski, P. Krahe et al., Quantifying uncertainty sources in an ensemble of hydrological climate-impact projections, Water Resources Research, vol.7, issue.6, pp.1-14, 2013.
DOI : 10.5194/hess-7-903-2003

P. Bougeault, A Simple Parameterization of the Large-Scale Effects of Cumulus Convection, Monthly Weather Review, vol.113, issue.12, pp.2108-2121, 1985.
DOI : 10.1175/1520-0493(1985)113<2108:ASPOTL>2.0.CO;2

S. Brands, J. M. Gutiérrez, S. Herrera, and A. S. Cofiño, On the Use of Reanalysis Data for Downscaling, Journal of Climate, vol.25, issue.7, pp.2517-2526, 2012.
DOI : 10.1175/JCLI-D-11-00251.1

S. Brands, S. Herrera, J. Fernández, and J. M. Gutiérrez, How well do CMIP5 Earth System Models simulate present climate conditions in Europe and Africa?, Climate Dynamics, vol.25, issue.18, pp.803-817, 2013.
DOI : 10.1175/JCLI-D-12-00005.1

C. M. Buser, H. R. Künsch, D. Lüthi, M. Wild, and C. Schär, Bayesian multi-model projection of climate: bias assumptions and interannual variability, Climate Dynamics, vol.13, issue.6, pp.849-868, 2009.
DOI : 10.1579/0044-7447-33.4.199

E. Meteoswiss and O. Nccr-climate, CH2011: Swiss Climate Change Scenarios CH2011, p.1, 2011.

J. I. Champeaux, V. Masson, and F. Chauvin, ECOCLIMAP: a global database of land surface parameters at 1 km resolution, Meteorological Applications, vol.117, issue.1, pp.29-32, 2003.
DOI : 10.1017/S1350482705001519

J. H. Christensen, T. R. Carter, M. Rummukainen, and G. Amanatidis, Evaluating the performance and utility of regional climate models: the PRUDENCE project, Climatic Change, vol.427, issue.S1, pp.1-6, 2007.
DOI : 10.1007/s10584-006-9211-6

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, Geophysical Research Letters, vol.131, issue.suppl. 1, pp.10-1029, 2008.
DOI : 10.1029/2008GL035694

J. H. Christensen, E. Kjellström, F. Giorgi, G. Lenderink, and M. And-rummukainen, Weight assignment in regional climate models, Climate Research, vol.44, issue.2-3, pp.179-194, 2010.
DOI : 10.3354/cr00916

M. Claussen, U. Lohmann, E. Roeckner, and U. Schulzweida, A global data set of landsurface parameters. MPI for Meteorology, 1994.

W. D. Collins, P. J. Rasch, B. A. Boville, J. J. Hack, J. R. Mccaa et al., Description of the NCAR Community Atmosphere Model (CAM 3.0), NCAR technical note, NCAR/TN-464+STR, 2004.

E. Coppola, F. Giorgi, S. A. Rauscher, and C. Piani, Model weighting based on mesoscale structures in precipitation and temperature in an ensemble of regional climate models, Climate Research, vol.44, issue.2-3, pp.121-134, 2010.
DOI : 10.3354/cr00940

J. Cuxart, P. Bougeault, and J. Redelsperger, A turbulence scheme allowing for mesoscale and large-eddy simulations, Quarterly Journal of the Royal Meteorological Society, vol.28, issue.2, pp.1-30, 2000.
DOI : 10.1007/978-94-009-3027-8

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, pp.553-597, 2011.

R. De-elía, D. Caya, H. Côté, A. Frigon, S. Biner et al., Evaluation of uncertainties in the CRCM-simulated North American climate, Climate Dynamics, vol.15, issue.13, pp.113-132, 2008.
DOI : 10.1080/07055900.1986.9649258

M. Déqué and S. Somot, Analysis of heavy precipitation for France using high resolution ALADIN RCM simulations, Idöjárás, Q. J. Hung. Meteorol. Serv, vol.112, pp.179-190, 2008.

M. Déqué and S. Somot, Weighted frequency distributions express modelling uncertainties in the ENSEMBLES regional climate experiments, Climate Research, vol.44, issue.2-3, pp.195-209, 2010.
DOI : 10.3354/cr00866

M. Déqué, R. G. Jones, M. Wild, F. Giorgi, J. H. Christensen et al., Global high resolution versus Limited Area Model climate change projections over Europe: quantifying confidence level from PRUDENCE results, Climate Dynamics, vol.6, issue.C8, pp.653-670, 2005.
DOI : 10.1016/B978-0-444-89831-9.50016-8

R. E. Dickinson, R. M. Errico, F. Giorgi, and G. T. Bates, A regional climate model for the western United States, Climatic Change, vol.15, issue.3, pp.383-422, 1989.
DOI : 10.1007/BF00240465

G. Doms, J. Förstner, E. Heise, H. Herzog, M. Raschendorfer et al., A description of the nonhydrostatic regional model LM. Part II: physical parameterization, p.1, 2007.

M. G. Donat, G. C. Leckebusch, S. Wild, and U. Ulbrich, Benefits and limitations of regional multi-model ensembles for storm loss estimations, Climate Research, vol.44, issue.2-3, pp.211-225, 2010.
DOI : 10.3354/cr00891
URL : https://www.int-res.com/articles/cr_oa/c044p211.pdf

H. Douville, S. Planton, J. F. Royer, D. B. Stephenson, S. Tyteca et al., climate experiments, Journal of Geophysical Research: Atmospheres, vol.1, issue.213, pp.14841-14861, 2000.
DOI : 10.1175/1520-0442(1988)001<0367:SOSMTD>2.0.CO;2

E. , IFS documentation-Cy31r1. PART IV: Physical Processes, available at: http://www.ecmwf.int/research/ifsdocs/ CY31r1, PHYSICS, p.1, 2007.

U. Ehret, E. Zehe, V. Wulfmeyer, K. Warrach-sagi, and J. Liebert, HESS Opinions " Should we apply bias correction to global and regional climate model data?, Hydrol. Earth Syst. Sci, vol.165194, pp.3391-340410, 2012.
DOI : 10.5194/hessd-9-5355-2012

M. B. Ek, K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann et al., Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model, Journal of Geophysical Research, vol.126, issue.D22, pp.885110-1029, 2003.
DOI : 10.1175/1520-0493(1998)126<1977:ENEMDD>2.0.CO;2

J. P. Evans and M. F. Mccabe, Regional climate simulation over Australia's Murray-Darling basin: A multitemporal assessment, Journal of Geophysical Research, vol.20, issue.C5, pp.10-1029, 2010.
DOI : 10.3354/cr00757
URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2010JD013816

J. P. Evans, M. Ekström, J. , and F. , Evaluating the performance of a WRF physics ensemble over South-East Australia, Climate Dynamics, vol.23, issue.3, pp.1241-1258, 2012.
DOI : 10.3354/cr023183

E. M. Fischer, S. I. Seneviratne, D. Lüthi, and C. Schär, Contribution of land-atmosphere coupling to recent European summer heat waves, Geophysical Research Letters, vol.26, issue.6, pp.10-1029, 2007.
DOI : 10.1007/978-3-642-79268-7_10
URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2006GL029068

E. M. Fischer and C. Schär, Future changes in daily summer temperature variability: driving processes and role for temperature extremes, Climate Dynamics, vol.43, issue.7-8, pp.917-935, 2009.
DOI : 10.1007/s00382-008-0473-8

E. M. Fischer, J. Rajczak, and C. Schär, Changes in European summer temperature variability revisited, Geophysical Research Letters, vol.36, issue.D18, pp.10-1029, 2012.
DOI : 10.1029/2008GL036836
URL : https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2012GL052730

Y. Fouquart and B. Bonnel, Computations of solar heating of the earth's atmosphere: A new parameterization, Beitr. Phys. Atmos, vol.53, pp.35-62, 1980.

H. J. Fowler, S. Blekinsop, and C. Tebaldi, Linking climate change modelling to impacts studies: recent advances in downscaling techniques for hydrological modelling, International Journal of Climatology, vol.12, issue.12, pp.1547-1578, 2007.
DOI : 10.1177/030913339902300204

C. Frei, J. H. Christensen, M. Déqué, D. Jacob, R. G. Jones et al., Daily precipitation statistics in regional climate models: Evaluation and intercomparison for the European Alps, Journal of Geophysical Research: Atmospheres, vol.12, issue.D3, pp.412410-1029, 2003.
DOI : 10.1559/152304085783914686

C. Frei, R. Schöll, S. Fukutome, J. Schmidli, and P. L. Vidale, Future change of precipitation extremes in Europe: Intercomparison of scenarios from regional climate models, Journal of Geophysical Research, vol.11, issue.D13, pp.10-1029, 2006.
DOI : 10.1007/978-94-017-3048-8_7

M. Giorgetta and M. Wild, The water vapor continuum and its representation in ECHAM4. MPI for Meteorology, 1995.

F. Giorgi, Simulation of Regional Climate Using a Limited Area Model Nested in a General Circulation Model, Journal of Climate, vol.3, issue.9, pp.941-963, 1990.
DOI : 10.1175/1520-0442(1990)003<0941:SORCUA>2.0.CO;2

F. Giorgi, Regional climate modeling: Status and perspectives, Journal de Physique IV (Proceedings), vol.139, issue.1, pp.101-118, 2006.
DOI : 10.1051/jp4:2006139008

F. Giorgi, C. Jones, and G. R. Asrar, Addressing climate information needs at the regional level: the CORDEX framework, WMO Bulletin, vol.58, pp.175-183, 2009.

A. Gobiet, M. Suklitsch, A. Leuprecht, S. Peßenteiner, T. Mendlik et al., Klimaszenarien für die Steiermark bis 2050 (STMK12), 110 pp., available at, Model Dev, pp.1297-1333, 2014.

. Kotlarski, Regional climate modeling on European scales at/cms/ziel, DE, vol.95576483, issue.1, p.2012, 2014.

G. A. Grell and D. Devenyi, A generalized approach to parameterizing convection combining ensemble and data assimilation techniques, Geophysical Research Letters, vol.52, issue.14, pp.38-39, 2002.
DOI : 10.3402/tellusa.v52i3.12267
URL : http://onlinelibrary.wiley.com/doi/10.1029/2002GL015311/pdf

P. Greve, K. Warrach-sagi, and V. Wulfmeyer, Evaluating Soil Water Content in a WRF-Noah Downscaling Experiment, Journal of Applied Meteorology and Climatology, vol.52, issue.10
DOI : 10.1175/JAMC-D-12-0239.1

, Appl. Meteor. Climatol, vol.52, pp.2312-2327, 2013.

S. Hagemann, An improved land surface parameter dataset for global and regional climate models, MPI for Meteorology, 2002.

S. Hagemann, B. Machenhauer, R. Jones, O. B. Christensen, M. Déqué et al., Evaluation of water and energy budgets in regional climate models applied over Europe, Climate Dynamics, vol.53, issue.5, pp.547-567, 2004.
DOI : 10.1175/1520-0469(1996)053<3084:ASCPFU>2.0.CO;2

M. Hanel and A. Buishand, Analysis of precipitation extremes in an ensemble of transient regional climate model simulations for the Rhine basin, Climate Dynamics, vol.365, issue.1, pp.1135-1153, 2011.
DOI : 10.1098/rsta.2007.2076

M. Hanel and A. Buishand, Multi-model analysis of RCM simulated 1-day to 30-day seasonal precipitation extremes in the Czech Republic, Journal of Hydrology, vol.412, issue.413, pp.412-413, 2012.
DOI : 10.1016/j.jhydrol.2011.02.007

K. Haslinger, I. Anders, and M. Hofstätter, Regional climate modelling over complex terrain: an evaluation study of COSMO-CLM hindcast model runs for the Greater Alpine Region, Climate Dynamics, vol.131, issue.2, pp.511-529, 2013.
DOI : 10.1256/qj.04.176

M. R. Haylock, N. Hofstra, A. M. Klein-tank, E. J. Klok, P. D. Jones et al., A European daily highresolution gridded data set of surface temperature and precipitation for, J. Geophys. Res, vol.113, pp.2011910-1029, 1950.

S. Herrera, L. Fita, J. Fernández, and J. M. Gutiérrez, Evaluation of the mean and extreme precipitation regimes from the ENSEM- BLES regional climate multimodel simulations over Spain, J. Geophys. Res, pp.10-1029, 2010.

S. Herrera, J. M. Gutiérrez, R. Ancell, M. R. Pons, M. D. Frías et al., Development and analysis of a 50-year high-resolution daily gridded precipitation dataset over Spain (Spain02), International Journal of Climatology, vol.5, issue.2, pp.74-85, 2012.
DOI : 10.1175/1520-0442(1993)006<1161:DOGCCE>2.0.CO;2

M. Herrmann, S. Somot, S. Calmanti, C. Dubois, and F. Sevault, Representation of spatial and temporal variability of daily wind speed and of intense wind events over the Mediterranean Sea using dynamical downscaling: impact of the regional climate model configuration, Natural Hazards and Earth System Science, vol.11, issue.7, p.10, 1983.
DOI : 10.5194/nhess-11-1983-2011
URL : https://hal.archives-ouvertes.fr/hal-00766447

B. C. Hewitson and R. G. Crane, Climate downscaling: techniques and application, Climate Research, vol.7, pp.85-95, 1996.
DOI : 10.3354/cr007085

M. Hirschi, S. I. Seneviratne, S. Hagemann, and C. Schär, Analysis of seasonal terrestrial water storage variations in regional climate simulations over Europe, Journal of Geophysical Research, vol.25, issue.23, pp.10-1029, 2007.
DOI : 10.1029/GM029p0058

N. Hofstra, M. Haylock, M. New, and P. D. Jones, Testing E-OBS European high-resolution gridded data set of daily precipitation and surface temperature, Journal of Geophysical Research, vol.6, issue.4, pp.10-1029, 2009.
DOI : 10.1007/978-94-017-3048-8_7

N. Hofstra, M. New, and C. Mcsweeney, The influence of interpolation and station network density on the distributions and trends of climate variables in gridded daily data, Climate Dynamics, vol.86, issue.4, pp.841-858, 2010.
DOI : 10.1029/2004EO520005

C. Hohenegger, P. Brockhaus, C. S. Bretherton, and C. Schär, The Soil Moisture???Precipitation Feedback in Simulations with Explicit and Parameterized Convection, Journal of Climate, vol.22, issue.19, pp.5003-5020, 2009.
DOI : 10.1175/2009JCLI2604.1

H. Hollweg, U. Böhm, I. Fast, B. Hennemuth, K. Keuler et al., C: Ensemble simulations over Europe with the regional climate model CLM forced with IPCC AR4 global scenarios, 2008.

E. Holtanova, J. Miksovský, J. Kalvová, P. Pisoft, and M. Motl, Performance of ENSEMBLES regional climate models over Central Europe using various metrics, Theoretical and Applied Climatology, vol.41, issue.Supplement 1, pp.463-470, 2012.
DOI : 10.3354/cr00835

S. Hong and J. J. Lim, The WRF single-moment 6-class microphysics scheme (WSM6, J. Korean. Meteorol. Soc, vol.42, pp.129-151, 2006.

S. Hong, J. Dudhia, C. , and S. , A Revised Approach to Ice Microphysical Processes for the Bulk Parameterization of Clouds and Precipitation, Monthly Weather Review, vol.132, issue.1, pp.103-120, 2004.
DOI : 10.1175/1520-0493(2004)132<0103:ARATIM>2.0.CO;2

S. Hong, Y. Noh, and J. Dudhia, A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes, Monthly Weather Review, vol.134, issue.9, pp.2318-2341, 2006.
DOI : 10.1175/MWR3199.1

M. J. Iacono, J. S. Delamere, E. J. Mlawer, M. W. Shephard, S. A. Clough et al., Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models, Journal of Geophysical Research, vol.19, issue.D13, pp.10-1029, 2008.
DOI : 10.1029/2008JD009944

D. Jacob, L. Bärring, O. B. Christensen, J. H. Christensen, M. De-castro et al., An inter-comparison of regional climate models for Europe: model performance in present-day climate, Climatic Change, vol.34, issue.D18, pp.31-52, 2007.
DOI : 10.1029/GM029p0058
URL : https://hal.archives-ouvertes.fr/hal-00195047

D. Jacob, H. Göttel, S. Kotlarski, P. Lorenz, and K. Sieck, Klimaauswirkungen und Anpassung in Deutschland ? Phase 1: Erstellung regionaler Klimaszenarien für Deutschland, Climate Change 11/08, p.1, 2008.

D. Jacob, A. Elizalde, A. Haensler, S. Hagemann, P. Kumar et al., Assessing the Transferability of the Regional Climate Model REMO to Different COordinated Regional Climate Downscaling EXperiment (CORDEX) Regions, Atmosphere, pp.181-199, 2012.

D. Jacob, J. Petersen, B. Eggert, A. Alias, O. B. Christensen et al., and Yiou, P.: EURO-CORDEX: new highresolution climate change projections for European impact research , Reg. Environ. Change, pp.563-578, 2014.

E. B. Jaeger, I. Anders, D. Lüthi, B. Rockel, C. Schär et al., Analysis of ERA40-driven CLM simulations for Europe, Meteorologische Zeitschrift, vol.17, issue.4, pp.1-19, 2008.
DOI : 10.1127/0941-2948/2008/0301

. Joint-research-centre, European Commission, Joint Research Centre, p.1, 2003.

J. S. Kain, The Kain???Fritsch Convective Parameterization: An Update, Journal of Applied Meteorology, vol.43, issue.1, pp.170-181, 2004.
DOI : 10.1175/1520-0450(2004)043<0170:TKCPAU>2.0.CO;2

J. S. Kain and J. M. Fritsch, A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization, Journal of the Atmospheric Sciences, vol.47, issue.23, pp.2784-2802, 1990.
DOI : 10.1175/1520-0469(1990)047<2784:AODEPM>2.0.CO;2

J. S. Kain and J. M. Fritsch, Convective parameterization for mesoscale models: the Kain-Fritsch scheme. The representation of cumulus convection in numerical models, Meteorol. Monogr, vol.24, pp.165-170, 1993.

M. Kanamitsu and L. Dehaan, The Added Value Index: A new metric to quantify the added value of regional models, Journal of Geophysical Research, vol.13, issue.D11, pp.10-1029, 2011.
DOI : 10.1017/S1350482705001921

J. Kim, D. E. Waliser, C. A. Mattmann, L. O. Mearns, C. E. Goodale et al., Evaluation of the Surface Climatology over the Conterminous United States in the North American Regional Climate Change Assessment Program Hindcast Experiment Using a Regional Climate Model Evaluation System, Journal of Climate, vol.26, issue.15, pp.5698-5715, 2013.
DOI : 10.1175/JCLI-D-12-00452.1

E. Kjellström, F. Boberg, M. De-castro, J. H. Christensen, G. Nikulin et al., Daily and monthly temperature and precipitation statistics as performance indicators for regional climate models, Climate Research, vol.44, issue.2-3, pp.135-150, 2010.
DOI : 10.3354/cr00932

S. Kotlarski, A. Block, U. Böhm, D. Jacob, K. Keuler et al., Regional climate model simulations as input for hydrological applications: evaluation of uncertainties, Advances in Geosciences, vol.5, pp.119-12510, 2005.
DOI : 10.5194/adgeo-5-119-2005
URL : https://hal.archives-ouvertes.fr/hal-00296850

S. Kotlarski, F. Paul, J. , and D. , Forcing a Distributed Glacier Mass Balance Model with the Regional Climate Model REMO. Part I: Climate Model Evaluation, Journal of Climate, vol.23, issue.6, pp.1589-1606, 2010.
DOI : 10.1175/2009JCLI2711.1
URL : http://www.zora.uzh.ch/id/eprint/77065/1/2010_PaulF_2009jcli2711%252E1.pdf

S. Kotlarski, T. Bosshard, D. Lüthi, P. Pall, and C. Schär, Elevation gradients of European climate change in the regional climate model COSMO-CLM, Climatic Change, vol.71, issue.8, pp.189-215, 2012.
DOI : 10.1016/j.gloplacha.2010.01.020

M. Kunz, S. Mohr, M. Rauthe, R. Lux, and C. Kottmeier, Assessment of extreme wind speeds from Regional Climate Models ??? Part 1: Estimation of return values and their evaluation, Natural Hazards and Earth System Science, vol.10, issue.4, pp.907-92210, 2010.
DOI : 10.5194/nhess-10-907-2010

J. Kyselý and E. Plavcová, A critical remark on the applicability of E-OBS European gridded temperature data set for validating control climate simulations, Journal of Geophysical Research, vol.160, issue.D23, pp.10-1029, 2010.
DOI : 10.1007/978-1-4471-3675-0

W. Langhans, J. Schmidli, O. Fuhrer, S. Bieri, and C. Schär, Long-Term Simulations of Thermally Driven Flows and Orographic Convection at Convection-Parameterizing and Cloud-Resolving Resolutions, Journal of Applied Meteorology and Climatology, vol.52, issue.6, pp.1490-1510, 2013.
DOI : 10.1175/JAMC-D-12-0167.1

R. Laprise, Regional climate modelling, Journal of Computational Physics, vol.227, issue.7, pp.3641-3666, 2008.
DOI : 10.1016/j.jcp.2006.10.024

J. Lemond, P. Dandin, S. Planton, R. Vautard, C. Pagé et al., DRIAS: a step toward Climate Services in France, DRIAS ? A step toward french climate services, pp.179-186, 2011.
DOI : 10.5194/asr-6-179-2011

G. Lenderink, Exploring metrics of extreme daily precipitation in a large ensemble of regional climate model simulations, Climate Research, vol.44, issue.2-3, pp.151-166, 2010.
DOI : 10.3354/cr00946

G. Lenderink and A. A. Holtslag, An updated length-scale formulation for turbulent mixing in clear and cloudy boundary layers, Quarterly Journal of the Royal Meteorological Society, vol.81, issue.604, pp.3405-3427, 2004.
DOI : 10.1256/qj.03.117

G. Lenderink, A. Van-ulden, B. Van-den-hurk, and E. Van-meijgaard, Summertime inter-annual temperature variability in an ensemble of regional model simulations: analysis of the surface energy budget, Climatic Change, vol.108, issue.D18, pp.233-247, 2007.
DOI : 10.1007/s10584-006-9229-9

U. Lohmann and E. Roeckner, Design and performance of a new cloud microphysics scheme developed for the ECHAM general circulation model, Climate Dynamics, vol.12, issue.8, pp.557-572, 1996.
DOI : 10.1007/BF00207939

P. Lorenz and D. Jacob, Validation of temperature trends in the ENSEMBLES regional climate model runs driven by ERA40, Climate Research, vol.44, issue.2-3, pp.167-177, 2010.
DOI : 10.3354/cr00973

J. Louis, A parametric model of vertical eddy fluxes in the atmosphere, Boundary-Layer Meteorology, vol.93, issue.2, pp.187-202, 1979.
DOI : 10.1007/BF00117978

P. Lucas-picher, D. Caya, R. De-elía, and R. Laprise, Investigation of regional climate models??? internal variability with a ten-member ensemble of 10-year simulations over a large domain, Climate Dynamics, vol.18, issue.7-8, pp.927-940, 2008.
DOI : 10.1007/s00382-008-0384-8

P. Lucas-picher, S. Somot, M. Déqué, B. Decharme, and A. Alias, Evaluation of the regional climate model ALADIN to simulate the climate over North America in the CORDEX framework, Climate Dynamics, vol.38, issue.D16, pp.1117-1137, 2013.
DOI : 10.1007/s00382-011-1006-4

P. Lucas-picher, S. Somot, M. Déqué, B. Decharme, and A. Alias, Evaluation of the regional climate model ALADIN to simulate the climate over North America in the CORDEX framework, Climate Dynamics, vol.38, issue.D16, pp.1117-1137, 2013.
DOI : 10.1007/s00382-011-1006-4

D. Maraun, Nonstationarities of regional climate model biases in European seasonal mean temperature and precipitation sums, Geophysical Research Letters, vol.13, issue.11, pp.10-1029, 2012.
DOI : 10.1175/1520-0442(2000)013<1936:VOMPIT>2.0.CO;2

D. Maraun, F. Wetterhall, A. M. Ireson, R. E. Chandler, E. J. Kendon et al., Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user, Reviews of Geophysics, vol.12, issue.1???4, p.10, 1029.
DOI : 10.1177/030913339902300204

D. Maraun, T. J. Osborn, and H. W. Rust, The influence of synoptic airflow on UK daily precipitation extremes. Part II: regional climate model and E-OBS data validation, Climate Dynamics, vol.58, issue.D7, pp.287-301, 2012.
DOI : 10.1007/s10687-007-0032-4

M. Markovic, C. Jones, P. A. Vaillancourt, D. Paquin, K. Winger et al., An evaluation of the surface radiation budget over North America for a suite of regional climate models against surface station observations, Climate Dynamics, vol.129, issue.D16, pp.779-794, 2008.
DOI : 10.1007/s00382-008-0378-6

V. Masson, J. L. Champeaux, F. Chauvin, C. M-'eriguet, and R. Lacaze, A Global Database of Land Surface Parameters at 1-km Resolution in Meteorological and Climate Models, Journal of Climate, vol.16, issue.9, pp.1261-1282, 2003.
DOI : 10.1175/1520-0442-16.9.1261

J. L. Mcgregor, Regional climate modelling, Meteorology and Atmospheric Physics, vol.101, issue.1-2, pp.105-117, 1997.
DOI : 10.1007/BF00215007

S. Kotlarski,

L. O. Mearns, W. J. Gutowski, R. Jones, L. Leung, S. Mcginnis et al., A Regional Climate Change Assessment Program for North America, Eos, Transactions American Geophysical Union, vol.62, issue.45, pp.90-311, 2009.
DOI : 10.1023/B:CLIM.0000013685.99609.9e

L. Menut, O. Tripathi, A. Colette, R. Vautard, E. Flaounas et al., Evaluation of regional climate simulations for air quality modelling purposes, Climate Dynamics, vol.128, issue.12-14, pp.2515-2533, 2013.
DOI : 10.1175/1520-0493(2000)128<3664:ASNTFD>2.0.CO;2
URL : https://hal.archives-ouvertes.fr/ineris-00963472

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, Journal of Geophysical Research: Atmospheres, vol.52, issue.D14, pp.16663-16682, 1997.
DOI : 10.1007/BF00864037

P. A. Mooney, F. J. Mulligan, and R. Fealy, Evaluation of the Sensitivity of the Weather Research and Forecasting Model to Parameterization Schemes for Regional Climates of Europe over the Period 1990???95, Journal of Climate, vol.26, issue.3, pp.1002-1017, 2013.
DOI : 10.1175/JCLI-D-11-00676.1

J. J. Morcrette, Impact of Changes to the Radiation Transfer Parameterizations Plus Cloud Optical. Properties in the ECMWF Model, Monthly Weather Review, vol.118, issue.4, pp.847-873, 1990.
DOI : 10.1175/1520-0493(1990)118<0847:IOCTTR>2.0.CO;2

J. J. Morcrette, L. Smith, and Y. Fouquart, Pressure and temperature dependence of the absorption in longwave radiation parameterizations, Beiträge zur Physik der Atmosphäre, pp.455-469, 1986.

H. Morrison, G. Thompson, and V. Tatarskii, Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes, Monthly Weather Review, vol.137, issue.3, pp.991-1007, 2009.
DOI : 10.1175/2008MWR2556.1

R. A. Neggers, A Dual Mass Flux Framework for Boundary Layer Convection. Part II: Clouds, Journal of the Atmospheric Sciences, vol.66, issue.6, pp.1489-1506, 2009.
DOI : 10.1175/2008JAS2636.1

R. A. Neggers, M. Koehler, and A. C. Beljaars, A Dual Mass Flux Framework for Boundary Layer Convection. Part I: Transport, Journal of the Atmospheric Sciences, vol.66, issue.6, pp.1465-1487, 2009.
DOI : 10.1175/2008JAS2635.1

G. Nikulin, C. Jones, F. Giorgi, G. Asrar, M. Büchner et al., Precipitation Climatology in an Ensemble of CORDEX-Africa Regional Climate Simulations, Journal of Climate, vol.25, issue.18, pp.6057-6078, 2012.
DOI : 10.1175/JCLI-D-11-00375.1

T. E. Nordeng, Extended versions of the convection parametrization scheme at ECMWF and their impact upon the mean climate and transient activity of the model in the tropics, ECMWF Tech. Memo, issue.206, 1994.

H. Paeth, Postprocessing of simulated precipitation for impact research in West Africa. Part I: model output statistics for monthly data, Climate Dynamics, vol.44, issue.D17, pp.1321-1336, 2011.
DOI : 10.1016/j.gloplacha.2004.06.009

H. Paeth, K. Born, R. Podzun, J. , and D. , Regional dynamical downscaling over West Africa: model evaluation and comparison of wet and dry years, Meteorologische Zeitschrift, vol.14, issue.3, pp.349-367, 2005.
DOI : 10.1127/0941-2948/2005/0038

S. Pfeifer, Modeling cold cloud processes with the regional climate model REMO, MPI for Meteorology, Reports on Earth System Science, issue.23, 2006.

A. F. Prein, A. Gobiet, M. Suklitsch, H. Truhetz, N. K. Awan et al., Added value of convection permitting seasonal simulations, Climate Dynamics, vol.105, issue.D8, pp.2655-2677, 2013.
DOI : 10.1029/1999JD901087

A. Prein, G. A. Holland, R. M. Rasmussen, J. Done, K. Ikeda et al., Importance of Regional Climate Model Grid Spacing for the Simulation of Heavy Precipitation in the Colorado Headwaters, Journal of Climate, vol.26, issue.13, pp.4848-4857, 2013.
DOI : 10.1175/JCLI-D-12-00727.1

K. Prömmel, B. Geyer, J. M. Jones, and M. Widmann, Evaluation of the skill and added value of a reanalysis-driven regional simulation for Alpine temperature, International Journal of Climatology, vol.48, issue.D18, pp.760-773, 2010.
DOI : 10.1111/j.1600-0870.2006.00211.x

P. Quintana-seguí, P. Le-moigne, Y. Durand, E. Martin, F. Habets et al., Analysis of Near-Surface Atmospheric Variables: Validation of the SAFRAN Analysis over France, Journal of Applied Meteorology and Climatology, vol.47, issue.1, pp.92-107, 2008.
DOI : 10.1175/2007JAMC1636.1

J. Räisänen and J. Eklund, 21st Century changes in snow climate in Northern Europe: a high-resolution view from ENSEMBLES regional climate models, Climate Dynamics, vol.10, issue.11-12, pp.2575-2591, 2012.
DOI : 10.1017/S1350482703005073

J. Rajczak, P. Pall, and C. Schär, Projections of extreme precipitation events in regional climate simulations for Europe and the Alpine Region, Journal of Geophysical Research: Atmospheres, vol.17, issue.12, pp.3610-3626, 2013.
DOI : 10.1002/(SICI)1097-0088(199710)17:12<1333::AID-JOC108>3.0.CO;2-Q

P. J. Rasch and J. E. Kristjánsson, A Comparison of the CCM3 Model Climate Using Diagnosed and Predicted Condensate Parameterizations, Journal of Climate, vol.11, issue.7, pp.1587-1614, 1998.
DOI : 10.1175/1520-0442(1998)011<1587:ACOTCM>2.0.CO;2

S. A. Rauscher, E. Coppola, C. Piani, G. , and F. , Resolution effects on regional climate model simulations of seasonal precipitation over Europe, Climate Dynamics, vol.32, issue.23, pp.685-711, 2010.
DOI : 10.1007/BF00215007

M. Rauthe, H. Steiner, U. Riediger, A. Mazurkiewicz, and A. Gratzki, A Central European precipitation climatology ?? Part I: Generation and validation of a high-resolution gridded daily data set (HYRAS), Meteorologische Zeitschrift, vol.22, issue.3, pp.235-256, 2013.
DOI : 10.1127/0941-2948/2013/0436

D. Rechid, T. Raddatz, J. , and D. , Parameterization of snow-free land surface albedo as a function of vegetation phenology based on MODIS data and applied in climate modelling, Theoretical and Applied Climatology, vol.108, issue.2, pp.245-255, 2009.
DOI : 10.1029/GM029p0180

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

B. Ritter and J. Geleyn, A Comprehensive Radiation Scheme for Numerical Weather Prediction Models with Potential Applications in Climate Simulations, Monthly Weather Review, vol.120, issue.2, pp.303-325, 1992.
DOI : 10.1175/1520-0493(1992)120<0303:ACRSFN>2.0.CO;2

B. Rockel and B. Geyer, The performance of the regional climate model CLM in different climate regions, based on the example of precipitation, Meteorologische Zeitschrift, vol.17, issue.4, pp.487-498, 2008.
DOI : 10.1127/0941-2948/2008/0297

A. Roesch, E. B. Jaeger, D. Lüthi, and S. I. Seneviratne, Analysis of CCLM model biases in relation to intra-ensemble model variability, Meteorologische Zeitschrift, vol.17, issue.4, pp.369-382, 2008.
DOI : 10.1127/0941-2948/2008/0307

F. Rubel and M. Hantel, BALTEX 1/6-degree daily precipitation climatology 1996-1998, Meteorology and Atmospheric Physics, vol.77, issue.1-4, pp.155-166, 1996.
DOI : 10.1007/s007030170024

N. Salzmann and L. O. Mearns, Assessing the Performance of Multiple Regional Climate Model Simulations for Seasonal Mountain Snow in the Upper Colorado River Basin, Journal of Hydrometeorology, vol.13, issue.2, pp.539-556, 2012.
DOI : 10.1175/2011JHM1371.1

P. Samuelsson, S. Gollvik, and A. Ullerstig, The land-surface scheme of the Rossby Centre regional atmospheric climate model (RCA3), SMHI Rep Met 122, 2006.

B. H. Sass, L. Rontu, H. Savijaärvi, and P. And-räisänen, HIRLAM- 2 radiation scheme: documentation and tests, 1994.

H. Savijärvi, Fast Radiation Parameterization Schemes for Mesoscale and Short-Range Forecast Models, Journal of Applied Meteorology, vol.29, issue.6, pp.437-447, 1990.
DOI : 10.1175/1520-0450(1990)029<0437:FRPSFM>2.0.CO;2

S. I. Seneviratne, D. Lüthi, M. Litschi, and C. Schär, Land???atmosphere coupling and climate change in Europe, Nature, vol.32, issue.7108, pp.205-209, 2006.
DOI : 10.1029/2005GL024108

S. I. Seneviratne, T. Corti, E. L. Davin, M. Hirschi, E. B. Jaeger et al., Investigating soil moisture???climate interactions in a changing climate: A review, Earth-Science Reviews, vol.99, issue.3-4, pp.125-161, 2010.
DOI : 10.1016/j.earscirev.2010.02.004

B. Sevruk, Correction of precipitation measurements summary report, in: Correction of precipitation measurements, Züricher Geographische Schriften, vol.23, pp.13-23, 1986.

A. P. Siebesma, P. M. Soares, and J. Teixeira, A Combined Eddy-Diffusivity Mass-Flux Approach for the Convective Boundary Layer, Journal of the Atmospheric Sciences, vol.64, issue.4, pp.1230-1248, 2007.
DOI : 10.1175/JAS3888.1

G. Smiatek, H. Kunstmann, R. Knoche, and A. Marx, Precipitation and temperature statistics in high-resolution regional climate models: Evaluation for the European Alps, Journal of Geophysical Research, vol.82, issue.D3, pp.10-1029, 2009.
DOI : 10.1029/2008JD011353

C. Steger, S. Kotlarski, T. Jonas, and C. Schär, Alpine snow cover in a changing climate: a regional climate model perspective, Climate Dynamics, vol.56, issue.1, pp.735-754, 2013.
DOI : 10.1016/j.gloplacha.2006.07.002

M. Suklitsch, A. Gobiet, A. Leuprecht, and C. Frei, High Resolution Sensitivity Studies with the Regional Climate Model CCLM in the Alpine Region, Meteorologische Zeitschrift, vol.17, issue.4, pp.467-476, 2008.
DOI : 10.1127/0941-2948/2008/0308

M. Suklitsch, A. Gobiet, H. Truhetz, N. K. Awan, H. Göttel et al., Error characteristics of high resolution regional climate models over the Alpine area, Climate Dynamics, vol.82, issue.D18, pp.377-390, 2011.
DOI : 10.2151/jmsj.82.1599

M. J. Themeßl, A. Gobiet, H. , and G. , Empirical-statistical downscaling and error correction of regional climate models and its impact on the climate change signal, Climatic Change, vol.62, issue.612, pp.449-468, 2012.
DOI : 10.1023/B:CLIM.0000013685.99609.9e

M. Tiedtke, A Comprehensive Mass Flux Scheme for Cumulus Parameterization in Large-Scale Models, Monthly Weather Review, vol.117, issue.8, pp.1779-1799, 1989.
DOI : 10.1175/1520-0493(1989)117<1779:ACMFSF>2.0.CO;2

M. Tiedtke, Representation of Clouds in Large-Scale Models, Monthly Weather Review, vol.121, issue.11, pp.3040-3061, 1993.
DOI : 10.1175/1520-0493(1993)121<3040:ROCILS>2.0.CO;2

A. M. Tompkins, K. Gierens, and G. Rädel, Ice supersaturation in the ECMWF integrated forecast system, Quarterly Journal of the Royal Meteorological Society, vol.77, issue.622, pp.53-63, 2007.
DOI : 10.1029/2001JD001101

S. M. Uppala, P. W. Kallberg, A. J. Simmons, U. Andrae, V. Da-costa-bechtold et al., The ERA-40 re-analysis, Q: Offline validation of the ERA40 surface scheme, and Drijfhout, S.: New climate change scenarios for the Netherlands ENSEMBLES: Climate change and its Impacts: Summary of research and results from the ENSEMBLES project, pp.2961-3012, 2000.

R. Vautard, T. Noël, L. Li, M. Vrac, E. Martin et al., Climate variability and trends in downscaled high-resolution simulations and projections over Metropolitan France, Climate Dynamics, vol.13, issue.3, pp.1419-1437, 2013.
DOI : 10.1175/JHM-D-11-038.1
URL : https://hal.archives-ouvertes.fr/hal-01091233

R. Vautard, A. Gobiet, D. Jacob, M. Belda, A. Colette et al., The simulation of European heat waves from an ensemble of regional climate models within the EURO-CORDEX project, Climate Dynamics, vol.3, issue.4, pp.2555-2575, 2013.
DOI : 10.1080/07055900.1995.9649539
URL : https://hal.archives-ouvertes.fr/ineris-00963495

P. L. Vidale, D. Lüthi, R. Wegmann, and C. Schär, European summer climate variability in a heterogeneous multi-model ensemble, Climatic Change, vol.8, issue.17, pp.209-232, 2007.
DOI : 10.1007/s10584-006-9218-z

Y. Wang, L. R. Leung, J. L. Mcgregor, D. Lee, W. Wang et al., Regional Climate Modeling: Progress, Challenges, and Prospects, Journal of the Meteorological Society of Japan. Ser. II, vol.82, issue.6, pp.1599-1628, 2004.
DOI : 10.2151/jmsj.82.1599

K. Warrach-sagi, T. Schwitalla, V. Wulfmeyer, and H. Bauer, Evaluation of a climate simulation in Europe based on the WRF???NOAH model system: precipitation in Germany, Climate Dynamics, vol.137, issue.3-4, pp.755-774, 2013.
DOI : 10.1002/qj.752

M. F. Wehner, Very extreme seasonal precipitation in the NARCCAP ensemble: model performance and projections, Climate Dynamics, vol.11, issue.1-2, pp.59-80, 2013.
DOI : 10.1175/1520-0442(1998)011<2200:CITEOT>2.0.CO;2

M. Widmann, C. S. Bretherton, S. Jr, and E. P. , Statistical Precipitation Downscaling over the Northwestern United States Using Numerically Simulated Precipitation as a Predictor*, Journal of Climate, vol.16, issue.5, pp.799-816, 2003.
DOI : 10.1175/1520-0442(2003)016<0799:SPDOTN>2.0.CO;2

R. L. Wilby and H. J. Fowler, Regional climate downscaling, pp.34-85, 2011.
DOI : 10.1175/1520-0442(1995)008<1023:SCORCP>2.0.CO;2