V. Altava-ortiz, A. Barrera, M. C. Llasat, M. A. Prat, J. Gibergans-báguena et al., Application of the MM5 and the analogous method to heavy rainfall event, the case of 16???18 October 2003 in Catalonia (NE Spain), Advances in Geosciences, vol.7, pp.313-319, 2003.
DOI : 10.5194/adgeo-7-313-2006
URL : https://hal.archives-ouvertes.fr/hal-00296931

A. Barrera, V. Altava-ortiz, M. C. Llasat, and M. Barnolas, Heavy rain prediction using deterministic and probabilistic models – the flash flood cases of 11–13 October 2005 in Catalonia (NE Spain), in Catalonia, pp.121-126, 2005.
DOI : 10.5194/adgeo-12-121-2007
URL : https://www.adv-geosci.net/12/121/2007/adgeo-12-121-2007.pdf

B. Daoud, A. Sauquet, E. Obled, C. Lang, M. Bontron et al., A flood forecasting system based on probabilistic precipitation scenarios: performance evaluation and sensitivity analysis to the re-analysis archive, Proceedings of the International Interdisciplinary Conference HydroPredict'2008 on Predictions for Hydrology, Ecology, and Water Resources Management: Using Data and Models to Benefit Society, pp.207-210, 2008.

B. Daoud and A. , Améliorations et développements d'une méthode de prévision probabiliste des pluies par analogie. Application à la prévision hydrologique sur les grands bassins fluviaux de la Saône et de la Seine, 2010.

J. Bliefernicht and A. Bárdossy, Probabilistic forecast of daily areal precipitation focusing on extreme events, Natural Hazards and Earth System Science, vol.7, issue.2, pp.263-269, 2007.
DOI : 10.5194/nhess-7-263-2007
URL : https://hal.archives-ouvertes.fr/hal-00299423

P. Bompart, G. Bontron, S. Celie, and M. Haond, An operational hydrometeorological forecasting chain for CNR's hydroelectric production needs, pp.54-60, 2009.

G. Bontron and C. Obled, A probabilistic adaptation of meteorological model outputs to hydrological forecasting, pp.23-28, 2005.
URL : https://hal.archives-ouvertes.fr/insu-00383135

G. Bontron, Prévision quantitative des precipitations: adaptation probabiliste par recherche Author-produced version of the article published in Atmospheric Research, pp.147-159

T. A. Brown, Admissible scoring systems for continuous distributions. The Rand Paper Series P- 5235, The Rand Corporation, 1974.

G. Candille and O. Talagrand, Evaluation of probabilistic prediction systems for a scalar variable, Quarterly Journal of the Royal Meteorological Society, vol.125, issue.609, pp.1-20, 2005.
DOI : 10.1256/qj.04.71
URL : http://onlinelibrary.wiley.com/doi/10.1256/qj.04.71/pdf

A. J. Cannon, Nonlinear analog predictor analysis: A coupled neural network/analog model for climate downscaling, Neural Networks, vol.20, issue.4, pp.444-453, 2007.
DOI : 10.1016/j.neunet.2007.04.002

G. Dayon, J. Boé, M. , and E. , Transferability in the future climate of a statistical downscaling method for precipitation in France, Journal of Geophysical Research: Atmospheres, vol.8, issue.1-2, 2015.
DOI : 10.1175/1520-0442(1995)008<1023:SCORCP>2.0.CO;2

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, The ERA-Interim reanalysis: configuration and performance of the data assimilation system, pp.553-597, 2011.
DOI : 10.1175/2008MWR2781.1
URL : http://onlinelibrary.wiley.com/doi/10.1002/qj.828/pdf

T. Diomede, C. Marsigli, A. Montani, F. Nerozzi, and T. Paccagnella, Calibration of Limited-Area Ensemble Precipitation Forecasts for Hydrological Predictions, Monthly Weather Review, vol.142, issue.6, pp.2176-2197, 2014.
DOI : 10.1175/MWR-D-13-00071.1

T. Diomede, F. Nerozzi, T. Paccagnella, and E. Todini, The use of meteorological analogues to account for LAM QPF uncertainty, Hydrology and Earth System Sciences, vol.12, issue.1, pp.141-157, 2008.
DOI : 10.5194/hess-12-141-2008
URL : https://hal.archives-ouvertes.fr/hal-00305125

D. Duband, Reconnaissance dynamique de la forme des situations météorologiques Application à la prévision quantitative des précipitations, 1970.

J. Gibergans-báguena and C. L. Llasat, Improvement of the analog forecasting method by using local thermodynamic data. Application to autumn precipitation in Catalonia, Atmospheric Research, vol.86, issue.3-4, pp.173-193, 2007.
DOI : 10.1016/j.atmosres.2007.04.002

S. Guilbaud, Prévision quantitative des précipitations journalières par une méthode statisticodynamique de recherche d'analogues (in French) PhD Thesis, Institut National Polytechnique de Author-produced version of the article published in Atmospheric Research, pp.147-159

S. Guilbaud and C. Obled, L'approche par analogues en prévision météorologique, La Météorologie, vol.8, issue.24, pp.21-35, 1998.

T. M. Hamill, W. , and J. S. , Probabilistic Quantitative Precipitation Forecasts Based on Reforecast Analogs: Theory and Application, Monthly Weather Review, vol.134, issue.11, pp.3209-3229, 2006.
DOI : 10.1175/MWR3237.1
URL : http://www.esrl.noaa.gov/psd/people/tom.hamill/reforecast_analog_v2.pdf

H. Hersbach, Decomposition of the ranked probability score for ensemble prediction systems, Weather Forecasting, pp.559-570, 2000.
DOI : 10.1175/1520-0434(2000)015<0559:dotcrp>2.0.co;2

P. Horton, M. Jaboyedoff, R. Metzger, C. Obled, M. et al., Spatial relationship between the atmospheric circulation and the precipitation measured in the western Swiss Alps by means of the analogue method, Natural Hazards and Earth System Science, vol.12, issue.3, pp.777-784, 2012.
DOI : 10.5194/nhess-12-777-2012
URL : https://hal.archives-ouvertes.fr/insu-00844481

I. T. Jolliffe and D. B. Stephenson, Forecast verification. A practitioner's guide in atmospheric science, 2003.

Y. Lacaze, P. Javelle, D. Goutx, and L. Berthet, Sensitivity of flood forecasting models towards the quality of future rainfalls: a case study of sensitivity analysis and assessment of the operational efficiency on the river Yonne and the river Loing, Colloque SHF Prévisions Hydrométéorologiques, 2008.

E. N. Lorenz, Atmospheric Predictability as Revealed by Naturally Occurring Analogues, Journal of the Atmospheric Sciences, vol.26, issue.4, pp.636-646, 1969.
DOI : 10.1175/1520-0469(1969)26<636:APARBN>2.0.CO;2
URL : http://journals.ametsoc.org/doi/pdf/10.1175/1520-0469%281969%2926%3C636%3AAPARBN%3E2.0.CO%3B2

C. Marsigli, F. Boccanera, A. Montani, and T. Paccagnella, The COSMO-LEPS mesoscale ensemble system: validation of the methodology and verification, Nonlinear Processes in Geophysics, vol.12, issue.4, pp.527-536, 2005.
DOI : 10.5194/npg-12-527-2005
URL : https://hal.archives-ouvertes.fr/hal-00302614

R. Marty, I. Zin, C. Obled, G. Bontron, and A. Djerboua, Toward Real-Time Daily PQPF by an Analog Sorting Approach: Application to Flash-Flood Catchments, Journal of Applied Meteorology and Climatology, vol.51, issue.3, pp.505-520, 2012.
DOI : 10.1175/JAMC-D-11-011.1

J. E. Matheson and R. L. Winkler, Scoring Rules for Continuous Probability Distributions, Management Science, vol.22, issue.10, pp.1087-1095, 1976.
DOI : 10.1287/mnsc.22.10.1087

J. W. Messner and G. J. Mayr, Probabilistic Forecasts Using Analogs in the Idealized Lorenz96 Setting, Monthly Weather Review, vol.139, issue.6, 1960.
DOI : 10.1175/2010MWR3542.1

M. Miller, R. Buizza, J. Haseler, M. Hortal, P. Janssen et al., Increased resolution in the ECMWF deterministic and ensemble prediction systems, ECMWF Newsletter, vol.124, pp.10-16, 2010.

C. Obled, G. Bontron, and R. Garçon, Quantitative precipitation forecasts: a statistical adaptation of model outputs through an analogues sorting approach, Atmospheric Research, vol.63, issue.3-4, pp.303-324, 2002.
DOI : 10.1016/S0169-8095(02)00038-8

J. Osca, R. Romero, A. , and S. , Precipitation projections for Spain by means of a weather typing statistical method. Global and Planetary Change, 2013.
DOI : 10.1016/j.gloplacha.2013.08.001

L. Palatella, M. M. Miglietta, P. Paradisi, L. , and P. , Climate change assessment for Mediterranean agricultural areas by statistical downscaling, Natural Hazards and Earth System Science, vol.10, issue.7, pp.1647-1661, 2010.
DOI : 10.5194/nhess-10-1647-2010
URL : https://www.nat-hazards-earth-syst-sci.net/10/1647/2010/nhess-10-1647-2010.pdf

P. Quintana-segui, 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
URL : https://hal.archives-ouvertes.fr/meteo-00259825

S. Radanovics, J. Vidal, E. Sauquet, A. B. Daoud, A. Bontron et al., Optimising predictor domains for spatially coherent precipitation downscaling, Hydrology and Earth System Sciences, vol.17, issue.10, pp.4189-4208, 2013.
DOI : 10.5194/hess-17-4189-2013
URL : https://hal.archives-ouvertes.fr/hal-00910731

J. Ribalaygua, L. Torres, J. Pórtoles, R. Monjo, E. Gaitán et al., Description and validation of a two-step analogue/regression downscaling method, Theoretical and Applied Climatology, vol.7, issue.1-2, pp.253-269, 2013.
DOI : 10.1002/asl.125

C. G. Rossby, Thermodynamics applied to air mass analysis. Massachusetts Institute of Technology, Papers in Physical Oceanography and Meteorology, vol.1, p.3, 1932.

E. P. Salathé, Comparison of various precipitation downscaling methods for the simulation of streamflow in a rainshadow river basin, International Journal of Climatology, vol.27, issue.8, pp.887-901, 2003.
DOI : 10.1029/1999GL006078

E. Sauquet, Mapping mean annual river discharges: Geostatistical developments for incorporating river network dependencies, Journal of Hydrology, vol.331, issue.1-2, pp.300-314, 2006.
DOI : 10.1016/j.jhydrol.2006.05.018
URL : https://hal.archives-ouvertes.fr/hal-00451718

F. Schenk and E. Zorita, Reconstruction of high resolution atmospheric fields for Northern Europe using analog-upscaling, Clim. Past, vol.85194, issue.10, pp.1681-1703, 1681.
DOI : 10.5194/cpd-8-819-2012
URL : https://doi.org/10.5194/cpd-8-819-2012

J. Schmidli, C. M. Goodess, C. Frei, M. R. Haylock, Y. Hundecha et al., and Schmith Author-produced version of the article published in Atmospheric Research, pp.147-159

D. B. Stephenson, Use of the odds ratio for diagnosing forecast skill. Weather and Forecasting No, pp.221-232, 2000.
DOI : 10.1175/1520-0434(2000)015<0221:uotorf>2.0.co;2

J. Teng, F. H. Chiew, B. Timbal, Y. Wang, J. Vaze et al., Assessment of an analogue downscaling method for modelling climate change impacts on runoff, Journal of Hydrology, vol.472, issue.473, pp.472-473, 2012.
DOI : 10.1016/j.jhydrol.2012.09.024

J. Teweles and H. Wobus, Verification of prognosis charts. Bulletin of the, pp.455-463, 1954.

J. M. Themeßl, A. Gobiet, and A. Leuprecht, Empirical-statistical downscaling and error correction of daily precipitation from regional climate models, International Journal of Climatology, vol.12, issue.612, pp.1530-1544, 2011.
DOI : 10.1175/1520-0442(1999)012<2474:TAMAAS>2.0.CO;2

J. Thielen, J. Bartholmes, M. H. Ramos, and A. Roo, The European Flood Alert System ??? Part 1: Concept and development, Hydrology and Earth System Sciences, vol.13, issue.2, pp.125-140, 2009.
DOI : 10.5194/hess-13-125-2009
URL : https://hal.archives-ouvertes.fr/hal-00330814

G. Thirel, F. Rousset-regimbeau, E. Martin, and F. Habets, On the Impact of Short-Range Meteorological Forecasts for Ensemble Streamflow Predictions, Journal of Hydrometeorology, vol.9, issue.6, pp.1301-1317, 2008.
DOI : 10.1175/2008JHM959.1
URL : https://hal.archives-ouvertes.fr/meteo-00357251

B. Timbal, A. Dufour, and B. J. Mcavaney, An estimate of future climate change for western France using a statistical downscaling technique, Climate Dynamics, vol.11, issue.7-8, pp.947-963, 2003.
DOI : 10.1175/1520-0442(1998)011<2200:CITEOT>2.0.CO;2

B. Timbal, Z. Li, and E. Fernandez, The Bureau of Meteorology Statistical Downscaling Model Graphical User Interface: user manual and software documentation, CAWCR technical report, vol.4, p.90, 2008.

M. Turco, P. Quintana?seguí, M. C. Llasat, S. Herrera, and J. M. Gutiérrez, Testing MOS precipitation downscaling for ENSEMBLES regional climate models over Spain, Journal of Geophysical Research, vol.8, issue.5
DOI : 10.1175/1520-0442(1995)008<1023:SCORCP>2.0.CO;2
URL : http://onlinelibrary.wiley.com/doi/10.1029/2011JD016166/pdf

J. Vidal, E. Martin, L. Franchistéguy, M. Baillon, and J. Soubeyroux, A 50-year highresolution atmospheric reanalysis over France with the Safran system, International Journal of Climatology, pp.10-1002, 2003.
DOI : 10.1002/joc.2003
URL : https://hal.archives-ouvertes.fr/meteo-00420845

H. Wang, F. , and K. , A New Scheme for Improving the Seasonal Prediction of Summer Precipitation Anomalies. Weather Forecasting, pp.548-554, 2009.
DOI : 10.1175/2008waf2222171.1

F. Wetterhall, S. Halldin, and C. Xu, Statistical precipitation downscaling in central Sweden with the analogue method, Journal of Hydrology, vol.306, issue.1-4, pp.174-190, 2005.
DOI : 10.1016/j.jhydrol.2004.09.008

D. Wilks, Statistical Methods in Atmospheric Sciences, 2006.

W. Wu, Y. Liu, M. Ge, D. Rostkier-edelstein, G. Descombes et al., Statistical downscaling of climate forecast system seasonal predictions for the Southeastern Mediterranean, Atmospheric Research, vol.118, issue.15, pp.346-356, 2012.
DOI : 10.1016/j.atmosres.2012.07.019

E. Zorita and H. Von-storch, The Analog Method as a Simple Statistical Downscaling Technique: Comparison with More Complicated Methods, Journal of Climate, vol.12, issue.8, pp.2474-2489, 1999.
DOI : 10.1175/1520-0442(1999)012<2474:TAMAAS>2.0.CO;2