TSS concentration in sewers estimated from turbidity measurements by means of linear regression accounting for uncertainties in both variables, Water Science and Technology, vol.50, pp.81-89, 2004. ,
Theoretical relationships between rainfall intensity and kinetic energy variants associated with stormwater particle washoff, Journal of Hydrology, vol.340, issue.1-2, pp.40-47, 2007. ,
DOI : 10.1016/j.jhydrol.2007.03.019
Understanding the Metropolis-Hastings algorithm, Journal of the American Statistical Association, vol.49, pp.327-335, 1995. ,
Bayesian Statistical Modelling, 2006. ,
DOI : 10.1002/9780470035948
A New Model for Simulating TSS Washoff in Urban Areas, Applied and Environmental Soil Science, vol.9, issue.1, p.318765, 2011. ,
DOI : 10.1016/S0022-1694(01)00555-8
Improving uncertainty estimation in urban hydrological modeling by statistically describing bias, Hydrology and Earth System Sciences, vol.17, issue.10, pp.4209-4225, 2013. ,
DOI : 10.5194/hess-17-4209-2013-supplement
The Effect of Model Complexity on Model Structure Uncertainty of Hydrodynamic Sewer Models, 13th International Conference on Urban Drainage (ICUD), 2014. ,
The first flush load of urban surface runoff, Water Research, vol.32, issue.8, pp.2462-2470, 1998. ,
DOI : 10.1016/S0043-1354(97)00470-3
Assessing uncertainties in urban drainage models, Physics and Chemistry of the Earth, Parts A/B/C, vol.42, issue.44, pp.42-44, 2012. ,
DOI : 10.1016/j.pce.2011.04.007
Pollution Buildup on Road Surfaces, Journal of Environmental Engineering, vol.131, issue.1, pp.49-590733, 2005. ,
DOI : 10.1061/(ASCE)0733-9372(2005)131:1(49)
Low Impact Development Practices: A Review of Current Research and Recommendations for Future Directions, Water, Air, and Soil Pollution, vol.34, issue.1, pp.351-363, 2007. ,
DOI : 10.1007/s11270-007-9484-z
Uncertainty analysis in urban drainage modelling: should we break our back for normally distributed residuals?, Water Science and Technology, vol.68, issue.6, pp.1271-1280, 2013. ,
DOI : 10.2166/wst.2013.360
Stormwater quality models: performance and sensitivity analysis, Water Science & Technology, vol.62, issue.4, pp.837-843, 2010. ,
DOI : 10.2166/wst.2010.325
Performance and sensitivity analysis of stormwater models using a Bayesian approach and long-term high resolution data, Environmental Modelling & Software, vol.26, issue.10, 2011. ,
DOI : 10.1016/j.envsoft.2011.03.013
Comparison of different uncertainty techniques in urban stormwater quantity and quality modelling, Water Research, vol.46, issue.8, pp.2545-2558, 2012. ,
DOI : 10.1016/j.watres.2012.02.009
Characteristics of pollutants built-up on residential road surfaces, 7th International Conference on Hydroscience and Engineering, pp.10-130977447405, 2006. ,
Mathematical interpretation of pollutant wash-off from urban road surfaces using simulated rainfall, Water Research, vol.41, issue.13, 2007. ,
DOI : 10.1016/j.watres.2007.03.037
Pitfalls and improvements in the joint inference of heteroscedasticity and autocorrelation in hydrological model calibration, Water Resources Research, vol.24, issue.3, pp.4518-4524, 2013. ,
DOI : 10.1002/wrcr.20284
Urban runoff modelling uncertainty: Comparison among Bayesian and pseudo-Bayesian methods, Environmental Modelling & Software, vol.24, issue.9, pp.1100-1111, 2009. ,
DOI : 10.1016/j.envsoft.2009.03.003
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.10-1016, 1998. ,
DOI : 10.1016/S0022-1694(98)00171-1
URL : https://hal.archives-ouvertes.fr/hal-00779537
Dynamics of pollutant discharge in combined sewer systems during rain events: chance or determinism?, Water Science & Technology, vol.69, issue.8, pp.1751-1759, 2014. ,
DOI : 10.2166/wst.2014.088
URL : https://hal.archives-ouvertes.fr/halsde-00920425
Relationship between turbidity and total suspended solids concentration within a combined sewer system, Water Science & Technology, vol.64, issue.12, pp.2445-52779, 2011. ,
DOI : 10.2166/wst.2011.779
URL : https://hal.archives-ouvertes.fr/hal-00722662
Monte Carlo sampling methods using Markov chains and their applications, Biometrika, vol.57, issue.1, pp.97-109, 1970. ,
DOI : 10.1093/biomet/57.1.97
Stormwater Management Model Version 4: Users Manual, Environmental Research Laboratory, vol.600, pp.3-88, 1988. ,
An assessment of the respective contributions of flow-rate and concentration variations to mass discharge variations at the outlets of two combined catchments during rain events, Urban Water Journal, vol.162, issue.8, 2014. ,
DOI : 10.1080/15730620701754376
URL : https://hal.archives-ouvertes.fr/hal-01061447
Evaluation des mod??les de calcul des flux polluants des rejets urbains par temps de pluie, La Houille Blanche, issue.2, 2004. ,
DOI : 10.1051/lhb:2007025
URL : https://hal-enpc.archives-ouvertes.fr/hal-00752695/document
Application of MCMC???GSA model calibration method to urban runoff quality modeling, Reliability Engineering & System Safety, vol.91, issue.10-11, 2006. ,
DOI : 10.1016/j.ress.2005.11.051
A benchmark methodology for managing uncertainties in urban runoff quality models, Water Science and Technology, vol.51, pp.163-170, 2005. ,
Bayesian analysis of input uncertainty in hydrological modeling, 2006. ,
Water Resources Research 42. doi:10, 1029. ,
Impact of input data uncertainties on urban stormwater model parameters, Water Science & Technology, vol.60, issue.6, pp.1545-1554, 2009. ,
DOI : 10.2166/wst.2009.493
Uncertainty estimates by Bayesian method with likelihood of AR (1) plus Normal model and AR (1) plus Multi-Normal model in different time-scales hydrological models, Journal of Hydrology, vol.406, issue.1-2, pp.54-65, 2011. ,
DOI : 10.1016/j.jhydrol.2011.05.052
An urban drainage stormwater quality model: Model development and uncertainty quantification, Journal of Hydrology, vol.381, issue.3-4, pp.248-265, 2010. ,
DOI : 10.1016/j.jhydrol.2009.11.047
Rainfall-runoff model calibration using informal likelihood measures within a Markov chain Monte Carlo sampling scheme, Water Resources Research, vol.19, issue.6, pp.10-1029, 2009. ,
DOI : 10.1029/2008WR007288
Traitement et analyse de séries chronologiques continues de turbidité pour la formulation et le test de modèles des rejets urbains par temps de pluie [Treatment and analysis of continuous turbidities series for the test of urban stormwater quality models, 2011. ,
The use of long-term on-line turbidity measurements for the calculation of urban stormwater pollutant concentrations, loads, pollutographs and intra-event fluxes, Water Research, vol.46, issue.20, pp.6836-6856, 2012. ,
DOI : 10.1016/j.watres.2011.12.030
River flow forecasting through conceptual models part I ??? A discussion of principles, Journal of Hydrology, vol.10, issue.3, pp.282-290, 1970. ,
DOI : 10.1016/0022-1694(70)90255-6
Review of Urban Stormwater Quality Models: Deterministic, Stochastic, and Hybrid Approaches1, JAWRA Journal of the American Water Resources Association, vol.39, issue.2, 2007. ,
DOI : 10.1111/j.1752-1688.2007.00124.x
Modelling approach to assess the variation of pollutant mass flow rates during storm events, Novatech 2010, 2010. ,
Base de données sur la qualité des rejets urbains de temps de pluie: distribution de la pollution rejetée, dimensions des ouvrages d'interception [Stormwater quality database: distribution of pollutants and sizing of detention facilities, 1994. ,
Water pollution aspects of street surface contaminants, Journal - Water Pollution Control Federation, vol.46, pp.458-467, 1974. ,
Evaluating Urban Pollutant Buildup/Wash-Off Models Using a, 2010. ,
Critical evaluation of parameter consistency and predictive uncertainty in hydrological modeling: A case study using Bayesian total error analysis, Water Resources Research, vol.43, issue.1, p.10, 1029. ,
DOI : 10.1029/2008WR006825
URL : https://hal.archives-ouvertes.fr/hal-00456158
Modeling and Management of Urban Stormwater Runoff Quality: A Review, 2001. ,
Comparative evaluation of urban storm water quality models, Water Resources Research, vol.23, issue.6, 1280. ,
DOI : 10.1029/2002WR001788
Experimental study of pollutant accumulation on an urban road surface, Urban Water, vol.4, issue.4, pp.379-38910, 2002. ,
DOI : 10.1016/S1462-0758(02)00027-4
Sensitivity analysis and uncertainty evaluation of a conceptual stormwater quality model, 11the International Conference on Urban Drainage, 2008. ,
Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling? Stochastic Environmental Research and Risk Assessment, pp.1011-1026, 2008. ,
Urban nonpoint source pollution buildup and washoff models for simulating storm runoff quality in the Los Angeles County, Environmental Pollution, vol.159, issue.7, 1932. ,
DOI : 10.1016/j.envpol.2011.03.019
Bayesian uncertainty analysis in distributed hydrologic modeling: A case study in the Thur River basin (Switzerland), Water Resources Research, vol.340, issue.1, pp.10-1029, 2007. ,
DOI : 10.1029/2006WR005497