M. Ahyerre, G. Chebbo, B. Tassin, and E. Gaume, Storm water quality modelling, an ambitious objective?, Water Science and Technology, vol.37, issue.1, pp.205-213, 1998.
DOI : 10.1016/S0273-1223(97)00771-3

W. Alley and P. Smith, Estimation of accumulation parameters for urban runoff quality modeling, Water Resources Research, vol.97, issue.1, pp.1657-1664, 1981.
DOI : 10.1029/WR017i006p01657

R. M. Ashley, T. Hvitved-jacobsen, and J. Bertrand-krajewski, sewer process modelling?, Water Science and Technology, vol.39, issue.9, pp.9-22, 1999.
DOI : 10.1016/S0273-1223(99)00211-5

M. B. Beck, Principles of Modelling, Wat. Sci. Tech, vol.24, issue.6, pp.1-8, 1991.

K. J. Beven and A. M. Binley, The future of distributed models: Model calibration and uncertainty prediction, Hydrological Processes, vol.28, issue.3, pp.279-298, 1992.
DOI : 10.1002/hyp.3360060305

W. Campbell, E. Fox, and P. , Correlation between dry weather parameters D accu and D ero . (b) The 5/95% confidence interval and measured concentration for a rain event for continuous simulation condition at A Bayesian approach to parameter estimation and pooling in nonlinear flood event models, Figure Wat. Res. Res, vol.2, issue.351, pp.211-220, 1999.

Q. Duan, S. Sorooshian, and V. Gupta, Effective and efficient global optimization for conceptual rainfall-runoff models, Water Resources Research, vol.27, issue.9, pp.1015-1031, 1992.
DOI : 10.1029/91WR02985

E. Gaume, J. Villeneuve, and M. Desbordes, Uncertainty assessment and analysis of the calibrated parameter values of an urban storm water quality model, Journal of Hydrology, vol.210, issue.1-4, pp.38-50, 1998.
DOI : 10.1016/S0022-1694(98)00171-1

URL : https://hal.archives-ouvertes.fr/hal-00779537

M. Gromaire, La pollution des eaux pluviales urbaines en réseau d'assainissement unitaire, caractéristiques et origines, 1998.

W. Huber, J. Heaney, S. Nix, R. Dickinson, and D. Polmann, SWMM3 user's Manual, 1981.

A. Kanso, Calage d'un modèle de pollution du ruissellement urbain par Metropolis, 2000.

G. Kuczera, Efficient subspace probabilistic parameter optimization for catchment models, Water Resources Research, vol.27, issue.2-4, pp.177-185, 1997.
DOI : 10.1029/96WR02671

M. Omlin and P. Reichert, A comparison of techniques for the estimation of model prediction uncertainty, Ecological Modelling, vol.115, issue.1, pp.45-59, 1999.
DOI : 10.1016/S0304-3800(98)00174-4

C. P. Robert and G. Casella, Monte Carlo Statistical Methods, 1999.

S. Sorooshian and V. Gupta, Automatic calibration of conceptual rainfall-runoff models: The question of parameter observability and uniqueness, Water Resources Research, vol.16, issue.1, pp.260-268, 1983.
DOI : 10.1029/WR019i001p00260

R. C. Spear and G. M. Hornberger, Eutrophication in peel inlet???II. Identification of critical uncertainties via generalized sensitivity analysis, Water Research, vol.14, issue.1, pp.43-49, 1980.
DOI : 10.1016/0043-1354(80)90040-8

M. Tanner, Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions, 3rd Edition, Biometrics, vol.54, issue.2, 1996.
DOI : 10.2307/3109795