M. Bador, L. Terray, J. Boe, S. Somot, A. Alias et al., Dubuisson B (2017) Future summer mega-heatwave and record-breaking temperatures in a warmer France climate, Environ Res Lett, vol.12, issue.7, pp.1-12

N. Ban, J. Schmidli, and C. Schär, Heavy precipitation in a changing climate: does short-term summer precipitation increase faster?, Geophys Res Lett, vol.42, issue.4, pp.1165-1172, 2015.

A. L. Beaulant, B. Joly, O. Nuissier, S. Somot, V. Ducrocq et al., Statistico-dynamical downscaling for Mediterranean heavy precipitation, Q J R Meteorol Soc, vol.137, issue.656, pp.736-748, 2011.

P. Bechtold, J. Cuijpers, P. Mascart, and P. Trouilhet, Modeling of trade wind cumuli with a low-order turbulence model: toward a unified description of Cu and Se clouds in meteorological models, J Atmos Sci, vol.52, issue.4, pp.455-463, 1995.

P. Bénard, J. Vivoda, J. Ma?ek, P. Smolíková, K. Yessad et al., Dynamical kernel of the Aladin-NH spectral limited-area model: revised formulation and sensitivity experiments, Q J R Meteorol Soc, vol.136, issue.646, pp.155-169, 2010.

P. Berrisford, D. Dee, P. Poli, R. Brugge, K. Fielding et al., Pan-European climate at convection-permitting scale: a model intercomparison study, Clim Dyn, 2011.

J. Blanchet, G. Molinié, and J. Touati, Spatial analysis of trend in extreme daily rainfall in southern France, Clim Dyn, vol.51, issue.3, pp.799-812, 2018.

P. Bougeault, Cloud-ensemble relations based on the gamma probability distribution for the higher-order models of the planetary boundary layer, J Atmos Sci, vol.39, issue.12, pp.2691-2700, 1982.

P. Bougeault, A simple parameterization of the large-scale effects of cumulus convection, Mon Weather Rev, vol.113, issue.12, pp.2108-2121, 1985.

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.

Y. Bouteloup, Y. Seity, and E. Bazile, Description of the sedimentation scheme used operationally in all météo-France NWP models, Tellus A Dyn Meteorol, vol.63, issue.2, pp.300-311, 2011.

R. Argüeso, D. Evans, J. P. Fita, L. Bormann, and K. J. , Temperature response to future urbanization and climate change, Clim Dyn, vol.42, issue.7-8, pp.2183-2199, 2014.

N. Ban, J. Schmidli, and C. Schär, Evaluation of the convectionresolving regional climate modeling approach in decade-long simulations, J Geophys Res Atmos, vol.119, pp.7889-7907, 2014.

N. Ban, J. Schmidli, and C. Schär, Heavy precipitation in a changing climate: Does short-term summer precipitation increase faster?, Geophys Res Lett, vol.42, pp.1165-1172, 2015.

A. Beaulant, B. Joly, O. Nuissier, S. Somot, V. Ducrocq et al., Statistico-dynamical downscaling for Mediterranean heavy precipitation, Q J R Meteorol Soc, vol.137, pp.736-748, 2011.

M. Beniston, intense rainfall event in Switzerland: Not necessarily an analog for strong convective events in a greenhouse climate, Geophys Res Lett, vol.33, issue.5, p.5701, 2005.

R. Benoit, C. Schär, P. Binder, S. Chamberland, H. C. Davies et al., The real-time ultra finescale forecast support during the special observing period of the MAP, Bull Amer Meteor Soc, vol.83, pp.85-109, 2002.

S. Bony, B. Stevens, D. M. Frierson, C. Jakob, M. Kageyama et al., Watanabe M (2015) Clouds, circulation and climate sensitivity, Nat Geosci, vol.8, issue.4, pp.261-268

E. Brisson, K. Van-weverberg, M. Demuzere, A. Devis, S. Saeed et al., How well can a convectionpermitting climate model reproduce decadal statistics of precipitation, temperature and cloud characteristics?, Clim Dyn, vol.47, issue.9, pp.3043-3061, 2016.

L. M. Carvalho, C. Jones, and B. Liebmann, Extreme precipitation events in southeastern South America and large-scale convective patterns in the South Atlantic convergence zone, J Clim, vol.15, issue.17, pp.2377-2394, 2002.

S. S. Chen, Aircraft observations of dry air, the ITCZ, convective cloud systems, and cold pools in MJO during DYNAMO, Bull Am Meteorol Soc, vol.97, pp.405-423, 2016.

C. Davis, B. Brown, and R. Bullock, Object-based verification of precipitation forecasts: part II. Application to convective rain systems, Mon Weather Rev, vol.134, issue.7, pp.1785-1795, 2006.

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.

G. Delrieu, A. Wijbrans, B. Boudevillain, D. Faure, L. Bonnifait et al., Geostatistical radar-raingauge merging: a novel method for the quantification of rain estimation accuracy, Adv Water Resour, vol.71, pp.110-124, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01897122

M. Déqué, A. Alias, S. Somot, and O. Nuissier, Climate change and extreme precipitation: the response by a convection-resolving model. Research activities in atmospheric and oceanic modelling. CAS/JSC Working group on numerical experimentation, 2016.

C. Deser, A. Phillips, V. Bourdette, and H. Teng, Uncertainty in climate change projections: the role of internal variability, Clim Dyn, vol.38, issue.3-4, pp.527-546, 2012.

C. Deser, A. S. Phillips, M. A. Alexander, and B. V. Smoliak, Projecting North American climate over the next 50 years: Uncertainty due to internal variability, J Clim, vol.27, issue.6, pp.2271-2296, 2014.

P. A. Dirmeyer, B. A. Cash, J. L. Kinter, T. Jung, L. Marx et al., Simulating the diurnal cycle of rainfall in global climate models: Resolution versus parameterization, Clim Dyn, vol.39, issue.1-2, pp.399-418, 2012.

J. Done, C. A. Davis, and M. Weisman, The next generation of NWP: Explicit forecasts of convection using the Weather Research And Forecasting (WRF) model, Atmos Sci Lett, vol.5, issue.6, pp.10-117, 2004.

V. Ducrocq, R. D. Lafore, J. P. Orain, and F. , Storm-scale numerical rainfall prediction for five precipitating events over France: on the importance of the initial humidity field, Weather Forecast, vol.17, pp.1236-1256, 2002.

V. Ducrocq, O. Nuissier, R. D. Lebeaupin, C. Thouvenin, and T. , A numerical study of three catastrophic precipitating events over southern france. ii: Mesoscale triggering and stationarity factors, Q J R Meteorol Soc, vol.134, issue.630, pp.131-145, 2008.
URL : https://hal.archives-ouvertes.fr/meteo-00260840

V. Ducrocq, I. Braud, S. Davolio, R. Ferretti, C. Flamant et al., HyMeX-SOP1: the field campaign dedicated to heavy precipitation and flash flooding in the northwestern Mediterranean, vol.95, pp.1083-1100, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00907518

F. Duffourg, O. Nuissier, V. Ducrocq, C. Flamant, P. Chazette et al., Offshore deep convection initiation and maintenance during the hymex iop 16a heavy precipitation event, Q J R Meteorol Soc, vol.142, issue.S1, pp.259-274, 2016.
URL : https://hal.archives-ouvertes.fr/insu-01246578

G. Fosser, S. Khodayar, and P. Berg, Benefit of convection permitting climate model simulations in the representation of convective precipitation, Clim Dyn, vol.44, issue.1-2, pp.45-60, 2014.

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, pp.175-183, 2009.

F. Giorgi, C. Torma, E. Coppola, N. Ban, C. Schar et al., Enhanced summer convective rainfall at Alpine high elevations in response to climate warming, Nat Geosci, vol.9, pp.584-589, 2016.

R. Godina and G. Müller, Das Hochwasser in Österreich vom 22. bis 30 Juni, 2009-Beschreibung der hydrologischen Situation, Abt. VII/3, vol.21, 2009.

F. Grazzini, Predictability of a large-scale flow conducive to extreme precipitation over the western Alps, Met Atm Phys, vol.95, pp.123-138, 2007.

G. A. Grell, L. Schade, R. Knoche, A. Pfeiffer, and J. Egger, Nonhydrostatic climate simulations of precipitation over complex terrain, J Geophys Res, vol.105, issue.D24, pp.29595-29608, 2000.

W. J. Gutowski, G. F. Timbal, B. Frigon, A. Jacob, D. Kang et al., WCRP coordinated regional downscaling experiment (CORDEX): a diagnostic MIP for CMIP6, Geosci Model Dev, vol.9, pp.4087-4095, 2016.

P. G. Haiden, Intensity-dependent parameterization of elevation effects in precipitation analysis, Adv Geosci, vol.20, pp.33-38, 2009.

E. Hawkins and R. Sutton, The potential to narrow uncertainty in regional climate predictions, Bull Am Meteor Soc, vol.90, issue.8, pp.1095-1107, 2009.

D. Heinzeller, W. Junkermann, and H. Kunstmann, Anthropogenic aerosol emissions and rainfall decline in Southwestern Australia: coincidence or causality?, J Clim, vol.29, pp.8471-8493, 2016.

C. Hohenegger, P. Brockhaus, C. S. Bretherton, and C. Schär, The soil moisture-precipitation feedback in simulations with explicit and parameterized convection, J Clim, vol.22, pp.5003-5020, 2009.

C. E. Holloway and J. D. Neelin, Moisture vertical structure, column water vapor, and tropical deep convection, J Atmos Sci, vol.66, pp.1665-1683, 2009.

M. Jakob and H. Weatherly, A hydroclimatic threshold for landslide initiation on the North Shore Mountains of Vancouver, British Columbia, Geomorphology, vol.54, issue.3, pp.137-156, 2003.

E. J. Kendon, N. N. Roberts, C. A. Senior, and M. J. Roberts, Realism of rainfall in a very high-resolution regional climate model, J Clim, vol.25, pp.5791-5806, 2012.

E. J. Kendon, N. M. Roberts, H. J. Fowler, M. J. Roberts, S. C. Chan et al., Heavier summer downpours with climate change revealed by weather forecast resolution model, Nat Clim Change, vol.4, issue.7, pp.570-576, 2014.

M. F. Khairoutdinov and D. Randall, High-resolution simulation of shallow to deep convection transition over land, J Atmos Sci, vol.63, pp.3421-3436, 2006.

S. Khodayar, G. Fosser, B. Segolene, S. Davolio, P. Drobinski et al., A seamless weather-climate multi-model intercomparison on the representation of high impact weather in the Western Mediterranean: HyMeX IOP12, Q J R Meteorol Soc, vol.142, pp.433-452, 2016.

S. A. Klein, Y. Zhang, M. D. Zelinka, P. R. Boyle, J. Gleckler et al., Are climate model simulations of clouds improving? An evaluation using the ISCCP simulator, J Geophys Res Atmos, vol.118, pp.1329-1342, 2013.

M. Kramer, D. Heinzeller, H. Hartmann, W. Van-den-berg, and G. J. Steeneveld, Numerical weather prediction in the grey zone using a global variable resolution mesh and scale-aware convection parameterisation using MPAS, Clim Dyn, 2017.

T. Landelius, P. Dahlgren, S. Gollvik, A. Jansson, and E. Olsson, A high-resolution regional reanalysis for Europe. Part 2: 2D analysis of surface temperature, precipitation and wind, J R Meteorol Soc, vol.142, issue.698, pp.2132-2142, 2016.

G. Lenderink and E. Van-meijgaard, Increase in hourly precipitation extremes beyond expectations from temperature changes, Nat Geosci, vol.1, issue.8, pp.511-514, 2008.

M. C. Llasat, M. Llasat-botija, O. Petrucci, A. A. Pasqua, J. Rosselló et al., Towards a database on societal impact of Mediterranean floods within the framework of the HYMEX project, Nat Hazards Earth Syst Sci, vol.13, issue.5, pp.1337-1350, 2013.

D. Maraun, T. G. Shepherd, M. Widmann, G. Zappa, D. Walton et al., Towards process-informed bias correction of climate change simulations, Nat Clim Change, vol.7, issue.11, pp.764-773, 2017.

M. Martinet, O. Nuissier, F. Duffourg, V. Ducrocq, and R. D. , Finescale numerical analysis of the sensitivity of the hymex iop16a heavy precipitating event to the turbulent mixing length parameterization, Q J R Meteorol Soc, 2017.

C. F. Mass, D. Ovens, K. Westrick, and B. A. Colle, Does increasing horizontal resolution produce more skillful forecasts?, Bull Am Meteor Soc, vol.83, issue.3, pp.407-430, 2002.

E. P. Meredith, V. A. Semenov, D. Maraun, W. Park, and A. V. Chernokulsky, Crucial role of Black Sea warming in amplifying the 2012 Krymsk precipitation extreme, Nat Geosci, vol.8, pp.615-619, 2015.

J. Milovac, K. Warrach-sagi, A. Behrendt, F. Späth, J. Ingwersen et al., Investigation of PBL schemes combining the WRF model simulations with scanning water vapor differential absorption lidar measurements, J Geophys Res Atmos, vol.121, pp.624-649, 2016.

M. Pontoppidan, J. Reuder, S. Mayer, and E. W. Kolstad, Downscaling an intense precipitation event in complex terrain: the importance of high grid resolution, Tellus A: Dyn Meteorol Oceanogr, vol.69, issue.1, p.1271561, 2017.

A. Prein, A. Gobiet, M. Suklitsch, H. Truhetz, N. Awan et al., Added value of convection permitting seasonal simulations, Clim Dyn, vol.41, issue.9, pp.2655-2677, 2013.

A. F. Prein, G. J. 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, J Clim, vol.26, issue.13, pp.4848-4857, 2013.

A. F. Prein, W. Langhans, G. Fosser, A. Ferrone, N. Ban et al., A review on regional convection-permitting climate modeling: Demonstrations, prospects, and challenges, Rev Geophys, vol.53, pp.323-361, 2015.

A. F. Prein, C. Liu, K. Ikeda, S. B. Trier, R. M. Rasmussen et al., Increased rainfall volume from future convective storms in the US, Nat Clim Change, vol.7, issue.12, p.880, 2017.

R. Rasmussen, Climate change impacts on the water balance of the Colorado headwaters: High-resolution regional climate model simulations, J Hydrometeorol, vol.15, pp.1091-1116, 2014.

A. Ribes, T. Soulivanh, R. Vautard, B. Dubuisson, S. Somot et al., Observed increase in extreme daily rainfall in the French Mediterranean, Clim Dyn, 2018.

S. C. Scherrer, M. Begert, M. Croci-maspoli, and C. Appenzeller, Long series of Swiss seasonal precipitation: regionalization, trends and influence of large-scale flow, Int J Climatol, 2016.

T. Schwitalla, H. Bauer, V. Wulfmeyer, and K. Warrach-sagi, Continuous high-resolution midlatitude-belt simulations for, WRF. Geosci Model Dev, vol.10, pp.2031-2055, 2013.

T. G. Shepherd, Atmospheric circulation as a source of uncertainty in climate change projections, Nat Geosci, vol.7, issue.10, pp.703-708, 2014.

S. C. Sherwood, S. Bony, and J. L. Dufresne, Spread in model climate sensitivity traced to atmospheric convective mixing, Nature, vol.505, issue.7481, pp.37-42, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01088400

A. P. Siebesma, P. Soares, and J. Teixeira, A combined eddy diffusivity mass-flux approach for the convective boundary layer, J Atmos Sci, vol.64, pp.1230-1248, 2007.

P. Soares, P. Miranda, A. P. Siebesma, and J. Teixeira, An eddydiffusivity/mass-flux parametrization for dry and shallow cumulus convection, Q J R Meteorol Soc, vol.130, pp.3365-3384, 2004.

B. Stevens and S. Bony, What are climate models missing?, Science, vol.340, issue.6136, pp.1053-1054, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01109028

P. Stucki, S. Brönnimann, O. Martius, C. Welker, R. Rickli et al., Dynamical downscaling and loss modeling for the reconstruction of historical weather extremes and their impacts: a severe Foehn storm in 1925, Bull Am Meteorol Soc, vol.96, issue.8, pp.1233-1241, 2015.

P. Tabary, P. Dupuy, G. Lhenaff, C. Gueguen, L. Moulin et al., A 10-year (1997-2006) reanalysis of quantitative precipitation estimation over France: methodology and first results, IAHS-AISH, vol.351, pp.255-260, 2012.

C. Tebaldi and R. Knutti, The use of the multi-model ensemble in probabilistic climate projections, Philos Trans R Soc Lond A Math Phys Eng Sci, vol.365, pp.2053-2075, 1857.

J. Teixeira, Parameterization of the atmospheric boundary layer, Bull Am Meteorol Soc, vol.89, issue.4, pp.453-458, 2008.

J. Teixeira, S. Cardoso, M. Bonazzola, J. Cole, D. Genio et al., Tropical and sub-tropical cloud transitions in weather and climate prediction models: The GCSS/ WGNE Pacific Cross-section Intercomparison (GPCI), J Clim, vol.24, pp.5223-5256, 2011.

M. H. Tölle, O. Gutjahr, J. Thiele, and G. Busch, Increasing bioenergy production on arable land: does the regional and local climate respond? Germany as a case study, J Geophys Res Atmos, vol.119, issue.6, pp.2711-2724, 2014.

M. H. Tölle, L. Schefczyk, and O. Gutjahr, Scale dependency of regional climate modeling of current and future climate extremes in Germany, Theor Appl Climatol, 2017.

R. Vautard, G. Van-oldenborgh, S. Thao, B. Dubuisson, G. Lenderink et al., Extreme fall precipitations in the Cévennes mountains. On "explaining extreme events of 2014 from a climate perspective, Bull Am Meteorol Soc Suppl, vol.96, pp.56-60, 2015.

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, Clim Dyn, vol.41, pp.755-774, 2013.

M. J. Webb, A. P. Lock, C. S. Bretherton, S. Bony, J. Cole et al.,

T. Mauritsen, S. C. Sherwood, J. Vial, M. Watanabe, M. D. Woelfle et al., The impact of parametrized convection on cloud feedback, Philos Trans R Soc A, 2015.

M. L. Weisman, W. Skamarock, and J. B. Klemp, The resolution dependence of explicitly modeled convective systems, Mon Weather Rev, vol.125, pp.527-548, 1997.

S. Westra, H. J. Fowler, J. P. Evans, L. V. Alexander, P. Berg et al., Future changes to the intensity and frequency of short-duration extreme rainfall, Rev Geophys, vol.52, pp.522-555, 2014.

L. Wu, Comparison of atmospheric infrared sounder temperature and relative humidity profiles with NASA African Monsoon multidisciplinary analyses (NAMMA) dropsonde observations, J Geophys Res, vol.114, 2009.

M. Wüest, C. Frei, A. Altenhoff, M. Hagen, M. Litschi et al., A gridded hourly precipitation dataset for Switzerland using raingauge analysis and radar-based disaggregation, Int J Climatol, vol.30, pp.1764-1775, 2010.

J. I. Yano, P. Soares, M. Köhler, and A. Deluca, The convective parameterization problem: breadth and depth, Bull Am Meteor Soc, vol.96, issue.8, pp.127-130, 2015.

J. I. Yano, M. Z. Ziemia?ski, M. Cullen, P. Termonia, J. Onvlee et al., Scientific challenges of convective-scale numerical weather prediction, Bull Am Meteorol Soc, vol.99, issue.4, pp.699-710, 2017.
URL : https://hal.archives-ouvertes.fr/hal-02395934

G. Zappa and T. G. Shepherd, Storylines of atmospheric circulation change for european regional climate impact assessment, Am Met Soc, 2017.

, Bibliographie 2899

R. P. Allan, B. J. Soden, J. Vo, W. Ingram, and P. Good, Current changes in tropical 2900 precipitation, Environmental Research Letters, vol.5, issue.2, p.205, 2010.

M. Bador, L. Terray, J. Boe, S. Somot, A. Alias et al., Future 2902 summer mega-heatwave and record-breaking temperatures in a warmer france climate, 2017.

, Environmental Research Letters, vol.12, issue.7, pp.1-12

M. Bador, M. G. Donat, O. Geoffroy, and L. V. Alexander, Assessing the robustness of fu-2905 ture extreme precipitation intensification in the cmip5 ensemble, Journal of Climate, vol.2906, issue.16, pp.6505-6525, 2018.

M. Baldauf, A. Seifert, J. Förstner, D. Majewski, M. Raschendorfer et al., Ope-2908 rational convective-scale numerical weather prediction with the cosmo model : description 2909 and sensitivities, Monthly Weather Review, vol.139, issue.12, pp.3887-3905, 2011.

N. Ban, J. Schmidli, and C. Schär, Heavy precipitation in a changing climate : Does short-2911 term summer precipitation increase faster ?, Geophysical Research Letters, vol.42, issue.4, p.1172, 2015.

N. Ban, J. Rajczak, J. Schmidli, and C. Schär, Analysis of alpine precipitation extremes 2914 using generalized extreme value theory in convection-resolving climate simulations. Cli-2915 mate Dynamics, pp.1-15, 2019.

A. L. Beaulant, B. Joly, O. Nuissier, S. Somot, V. Ducrocq et al., , p.2917

D. Ricard, Statistico-dynamical downscaling for mediterranean heavy precipitation, 2011.

, Quarterly Journal of the Royal Meteorological Society, vol.137, issue.656, pp.736-748

P. Bechtold, J. Cuijpers, P. Mascart, and P. Trouilhet, Modeling of trade wind cumuli 2920 with a low-order turbulence model : Toward a unified description of cu and se clouds in 2921 meteorological models, Journal of the atmospheric sciences, vol.52, issue.4, pp.455-463, 1995.

S. Belamari and A. Pirani, Validation of the optimal heat and momentum fluxes using the 2923 orca2-lim global ocean-ice model. Marine EnviRonment and Security for the European 2924, 2007.

, Area-Integrated Project (MERSEA IP)

P. Bénard, J. Vivoda, J. Ma?ek, P. Smolíková, K. Yessad et al., Dynamical kernel of the aladin-nh spectral limited-area model : Revised formula-2927 tion and sensitivity experiments, Quarterly Journal of the Royal Meteorological Society 2928, vol.136, issue.646, pp.155-169, 2010.

J. Colin, Etude des événements precipitants intenses en méditerranée : approche 2965 par la modélisation climatique régionale, 2011.

J. Colin, M. Déqué, R. Radu, and S. Somot, Sensitivity study of heavy precipitation in 2968 limited area model climate simulations : influence of the size of the domain and the use 2969 of the spectral nudging technique, Tellus A, vol.62, issue.5, pp.591-604, 2010.

A. Colmet-daage, E. Sanchez-gomez, S. Ricci, C. Llovel, B. Estupina et al., , p.2971

P. Seguí, M. C. Llasat, and E. Servat, Evaluation of uncertainties in mean and extreme 2972 precipitation under climate changes for northwestern mediterranean watersheds from 2973 high-resolution med and euro-cordex ensembles, Hydrology and Earth System Sciences, pp.1-27, 2017.

E. Coppola, S. Sobolowski, E. Pichelli, F. Raffaele, B. Ahrens et al., , p.2976

M. Belda and D. Belusic, A first-of-its-kind multi-model convection permitting 2977 ensemble for investigating convective phenomena over europe and the mediterranean, 2019.

, Climate Dynamics, pp.1-32

J. Cuxart, P. Bougeault, and J. L. Redelsperger, A turbulence scheme allowing for mesos-2980 cale and large-eddy simulations, Quarterly Journal of the Royal Meteorological Society 2981, vol.126, pp.1-30, 2000.

M. Daniel, A. Lemonsu, M. Déqué, S. Somot, A. Alias et al., Benefits of explicit 2983 urban parameterization in regional climate modeling to study climate and city interac-2984 tions, Climate Dynamics, pp.1-20, 2018.

S. Davolio, A. Buzzi, and P. Malguzzi, Orographic triggering of long lived convection in 2986 three dimensions, Meteorology and atmospheric physics, vol.103, issue.1-4, pp.35-44, 2009.

D. P. Dee and S. Uppala, Variational bias correction of satellite radiance data in the 2988 era-interim reanalysis, Quarterly Journal of the Royal Meteorological Society : A 2989 journal of the atmospheric sciences, vol.135, issue.644, pp.1830-1841, 2009.

F. Dentener, S. Kinne, T. Bond, O. Boucher, J. Cofala et al., , p.2992

J. Hoelzemann and A. Ito, Emissions of primary aerosol and precursor gases in 2993 the years 2000 and 1750 prescribed data-sets for aerocom, Physics, vol.6, issue.12, pp.4321-4344, 2006.

M. Déqué and J. P. Piedelievre, High resolution climate simulation over europe, Climate 2996 dynamics, vol.11, issue.6, pp.321-339, 1995.

D. Luca, A. De-elía, R. Laprise, and R. , Potential for small scale added value of rcm's 2998 downscaled climate change signal, Climate Dynamics, vol.40, issue.3-4, pp.601-618, 2013.

F. Driouech, M. Déqué, and E. Sánchez-gómez, Weather regimes-moroccan precipitation 3000 link in a regional climate change simulation, Global and Planetary Change, vol.72, issue.1-2, pp.1-10, 2010.

, in era-interim driven med-cordex and euro-cordex experiments against high resolution 3038 observations, Climate dynamics, vol.51, issue.3, pp.877-900

G. Fosser, S. Khodayar, and P. Berg, Benefit of convection permitting climate model 3040 simulations in the representation of convective precipitation, Climate Dynamics, vol.44, issue.1, pp.45-60, 2015.

Y. Fouquart and B. Bonnel, Computations of solar heating of the earth's atmosphere-a 3043 new parameterization, Beitraege zur Physik der Atmosphaere, vol.53, pp.35-62, 1980.

C. Frei and F. A. Isotta, Ensemble spatial precipitation analysis from rain gauge data : 3045 Methodology and application in the european alps, Journal of Geophysical Research : 3046 Atmospheres, vol.124, issue.11, pp.5757-5778, 2019.

Q. Fumière, M. Déqué, O. Nuissier, S. Somot, A. Alias et al., Extreme rainfall in mediterranean france during the fall : added value of the 3049 cnrm-arome convection-permitting regional climate model, Climate Dynamics, vol.3048, pp.1-15, 2019.

A. L. Gibelin and M. Déqué, Anthropogenic climate change over the mediterranean region 3051 simulated by a global variable resolution model, Climate Dynamics, vol.20, issue.4, pp.327-339, 2003.

F. Giorgi, Climate change hot-spots, Geophysical Research Letters, vol.33, issue.8, p.3053, 2006.

J. Guérémy, A continuous buoyancy based convection scheme : one-and three-3054 dimensional validation, Tellus A : Dynamic Meteorology and Oceanography, vol.63, issue.4, pp.687-3055, 2011.

M. J. Iacono, J. S. Delamere, E. J. Mlawer, M. W. Shephard, S. A. Clough et al., , p.3057, 2008.

, Radiative forcing by long-lived greenhouse gases : Calculations with the aer radiative 3058 transfer models, Journal of Geophysical Research : Atmospheres, vol.113, issue.D13

D. Jacob, J. Petersen, B. Eggert, A. Alias, O. B. Christensen et al., , vol.3060

M. Déqué and G. Georgievski, Euro-cordex : new high-resolution climate change 3061 projections for european impact research, Regional Environmental Change, vol.14, issue.2, p.578, 2014.

E. J. Kendon, N. M. Roberts, H. J. Fowler, M. J. Roberts, S. C. Chan et al., Heavier 3064 summer downpours with climate change revealed by weather forecast resolution model, 2014.

, Nature Climate Change, vol.4, issue.7, pp.570-576

E. J. Kendon, N. Ban, N. M. Roberts, H. J. Fowler, M. J. Roberts et al., , p.3067

J. M. Wilkinson, Do convection-permitting regional climate models improve projec-3068 tions of future precipitation change ?, Bulletin of the American Meteorological Society, vol.3069, issue.1, pp.79-93, 2017.

S. Khodayar, G. Fosser, S. Berthou, S. Davolio, P. Drobinski et al., , p.3071

E. Pichelli and E. Richard, A seamless weather-climate multi-model intercompa-3072 rison on the representation of a high impact weather event in the western mediterranean, p.3073, 2016.

, Hymex iop12, Quarterly Journal of the Royal Meteorological Society, vol.142, pp.433-452

C. Lac, J. P. Chaboureau, V. Masson, J. P. Pinty, P. Tulet et al., A global database 3110 of land surface parameters at 1-km resolution in meteorological and climate models, 3111 Journal of climate, vol.16, issue.9, pp.1261-1282, 2003.

V. Masson, L. Moigne, P. , M. E. Faroux, S. Alias et al., , p.3113

A. Boone and F. Bouyssel, The surfexv7. 2 land and ocean surface platform for 3114 coupled or offline simulation of earth surface variables and fluxes, Geoscientific Model 3115 Development, vol.6, pp.929-960, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00968042

C. Mcsweeney, R. Jones, R. W. Lee, and D. Rowell, Selecting cmip5 gcms for downscaling 3117 over multiple regions, Climate Dynamics, vol.44, pp.3237-3260, 2015.

G. L. Mellor and T. Yamada, Development of a turbulence closure model for geophysical 3119 fluid problems, Reviews of Geophysics, vol.20, issue.4, pp.851-875, 1982.

D. Mironov, E. Heise, E. Kourzeneva, B. Ritter, N. Schneider et al., Implemen-3121 tation of the lake parameterisation scheme flake into the numerical weather prediction, 2010.

E. J. Mlawer, S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, Radiative transfer for 3124 inhomogeneous atmospheres : Rrtm, a validated correlated-k model for the longwave, Journal of Geophysical Research : Atmospheres, vol.3125, issue.D14, p.682, 1997.

J. J. Morcrette, The surface downward longwave radiation in the ecmwf forecast sys-3127 tem, Journal of climate, vol.15, issue.14, pp.1875-1892, 2001.

P. Nabat, S. Somot, M. Mallet, I. Chiapello, J. Morcrette et al., , p.3129

W. Lins and S. Ghan, A 4-d climatology (1979-2009) of the monthly tropospheric 3130 aerosol optical depth distribution over the mediterranean region from a comparative eva-3131 luation and blending of remote sensing and model products, Atmospheric Measurement, vol.3132, issue.5, pp.1287-1314, 2013.

J. Najac, J. Boé, and L. Terray, A multi-model ensemble approach for assessment of climate 3134 change impact on surface winds in france, Climate dynamics, vol.32, issue.5, pp.615-634, 2009.

J. Noilhan and S. Planton, A simple parameterization of land surface processes for me-3136 teorological models, Monthly weather review, vol.117, issue.3, pp.536-549, 1989.

O. Nuissier, V. Ducrocq, R. D. Lebeaupin, C. Anquetin, and S. , A numerical study 3138 of three catastrophic precipitating events over southern france. i : Numerical frame-3139 work and synoptic ingredients, Quarterly Journal of the Royal Meteorological Society, vol.3140, issue.630, pp.111-130, 2008.

O. Nuissier, B. Joly, A. Joly, V. Ducrocq, and P. Arbogast, A statistical downscaling to iden-3142 tify the large-scale circulation patterns associated with heavy precipitation events over 3143 southern france, Quarterly Journal of the Royal Meteorological Society, vol.137, issue.660, pp.1812-3144, 2011.

D. Ricard, V. Ducrocq, and L. Auger, A climatology of the mesoscale environment associa-3181 ted with heavily precipitating events over a northwestern mediterranean area, Journal 3182 of applied meteorology and climatology, vol.51, issue.3, pp.468-488, 2012.

J. Ricard and J. Royer, A statistical cloud scheme for use in an agcm, Annales, vol.3184, 1993.

. Geophysicae, , vol.11, pp.1095-1115

E. Richard, A. Buzzi, and G. Zängl, Quantitative precipitation forecasting in the alps : 3186 The advances achieved by the mesoscale alpine programme, Quarterly Journal, p.3187, 2007.

, Royal Meteorological Society, vol.133, issue.625, pp.831-846

B. Ritter and J. F. Geleyn, A comprehensive radiation scheme for numerical weather predic-3189 tion models with potential applications in climate simulations, Monthly Weather Review, vol.3190, issue.2, pp.303-325, 1992.

P. M. Ruti, S. Somot, F. Giorgi, C. Dubois, E. Flaounas et al., , p.3192

G. , H. A. Lombardi, and E. , Med-cordex initiative for mediterranean climate 3193 studies, Bulletin of the American Meteorological Society, vol.97, issue.7, pp.1187-1208, 2016.

E. Sanchez-gomez, S. Somot, and A. Mariotti, Future changes in the mediterranean wa-3195 ter budget projected by an ensemble of regional climate models, Geophysical Research, vol.3196, issue.21, 2009.

C. Schär, C. Frei, D. Lüthi, and H. C. Davies, Surrogate climate-change scenarios for regional 3198 climate models, Geophysical Research Letters, vol.23, issue.6, pp.669-672, 1996.

Y. Seity, P. Brousseau, S. Malardel, G. Hello, P. Bénard et al., The AROME-France convective-scale operational model, Monthly Weather Re-3201 view, vol.3200, issue.3, pp.976-991, 2011.

V. Spiridonov, M. Déqué, and S. Somot, Aladin-climate : from the origins to present date, 3203 ALADIN Newsletter, vol.29, pp.89-92, 2005.

R. A. Stratton, C. A. Senior, S. B. Vosper, S. S. Folwell, I. A. Boutle et al., , p.3205

M. A. Ap and J. Manners, A pan-african convection-permitting regional 3206 climate simulation with the met office unified model : Cp4-africa, Journal of Climate, vol.3207, issue.9, pp.3485-3508, 2018.

S. Szopa, Y. Balkanski, M. Schulz, S. Bekki, D. Cugnet et al., Cozic, vol.3209

A. Déandreis, C. Hauglustaine, D. Idelkadi, A. Lathière, J. Lefevre et al., , p.3210

R. , Y. N. Dufresne, and J. L. , Aerosol and ozone changes as forcing for climate evolution 3211 between 1850 and 2100, Climate dynamics, vol.40, pp.2223-2250, 2013.

P. Tabary, P. Dupuy, G. Lhenaff, C. Gueguen, L. Moulin et al., Soubeyroux 3214 JM (2012) A 10-year (1997-2006) reanalysis of quantitative precipitation estimation over 3215 france : methodology and first results, IAHS-AISH publication pp, pp.255-260

V. Storch, H. Langenberg, H. Feser, and F. , A spectral nudging technique for dynamical 3253 downscaling purposes, Monthly weather review, vol.128, issue.10, pp.3664-3673, 2000.

D. Walters, M. Brooks, I. Boutle, T. Melvin, R. Stratton et al., , p.3255

N. and A. T. , The met office unified model global atmosphere 6.0/6.1 and jules 3256 global land 6.0/6.1 configurations, Geoscientific Model Development, vol.10, issue.4, pp.1487-1520, 2017.

R. L. Wilby and T. Wigley, Downscaling general circulation model output : a review of 3258 methods and limitations, Progress in physical geography, vol.21, issue.4, pp.530-548, 1997.

D. R. Wilson and S. P. Ballard, A microphysically based precipitation scheme for the uk me-3260 teorological office unified model, Quarterly Journal of the Royal Meteorological Society, vol.3261, issue.557, pp.1607-1636, 1999.

L. Zhang, P. Wu, T. Zhou, M. J. Roberts, and R. Schiemann, Added value of high resolution 3263 models in simulating global precipitation characteristics, Atmospheric Science Letters, vol.3264, issue.12, pp.646-657, 2016.

X. Zhang, F. W. Zwiers, G. Li, H. Wan, and A. J. Cannon, Complexity in estimating past and 3266 future extreme short-duration rainfall, Nature Geoscience, vol.10, issue.4, p.255, 2017.