An integrated hydrologic Bayesian multimodel combination framework : Confronting input, parameter, and model structural uncertainty in hydrologic prediction, Water Resources Research, vol.43, issue.1, pp.1403-1413, 2007. ,
What is really undermining hydrologic science today ? Hydrological Processes, pp.2819-2822, 2007. ,
A Markov Chain Monte Carlo Scheme for parameter estimation and inference in conceptual rainfall-runoff modeling, Water Resources Research, vol.33, issue.1, pp.937-947, 2001. ,
DOI : 10.1029/2000WR900363
ANDRÉASSIAN : Characterising performance of environmental models, Environmental Modelling & Software, vol.40, pp.1-20, 2013. ,
How crucial is it to account for the antecedent moisture conditions in flood forecasting ? Comparison of event-based and continuous approaches on 178 catchments, Hydrology and Earth System Sciences, vol.13, issue.6, pp.819-831, 2009. ,
Quantification des incertitudes des débits calculés par un modèle pluiedébit empirique, pp.55-69, 2005. ,
The future of distributed models : model calibration and uncertainty prediction, Hydrological Processes, vol.6, issue.3, pp.279-298, 1992. ,
FREER : Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology, Journal of Hydrology, vol.249, issue.1-4, pp.11-29, 2001. ,
Comment onEquifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling, Stochastic Environmental Research and Risk Assessment, vol.23, issue.7, pp.1059-1060, 2009. ,
A physically based, variable contributing area model of basin hydrology, Hydrological Sciences Bulletin, vol.24, issue.1, pp.43-69, 1979. ,
Comment on "Pursuing the method of multiple working hypotheses for hydrological modeling, Water Resources Research, vol.48, p.11801, 2012. ,
Hierarchical Clustering With Prototypes via Minimax Linkage, Journal of the American Statistical Association, vol.106, issue.495, pp.1075-1084, 2011. ,
A Bayesian approach for real-time flood forecasting, Physics and Chemistry of the Earth, pp.42-4491, 2012. ,
A limits of acceptability approach to model evaluation and uncertainty estimation in flood frequency estimation by continuous simulation : Skalka catchment, Czech Republic, Water Resources Research, vol.45, pp.0-16, 2009. ,
Runoff Prediction in Ungauged Basins : Synthesis Across Processes, Places and Scales, p.106, 2013. ,
Multiscale error analysis, correction, and predictive uncertainty estimation in a flood forecasting system, Water Resources Research, vol.47, pp.7524-7544, 2011. ,
Hydro-economic assessment of hydrological forecasting systems, Journal of Hydrology, vol.416, issue.417, pp.133-144, 2012. ,
DOI : 10.1016/j.jhydrol.2011.11.042
Knowledge, uncertainty and physical geography: towards the development of methodologies for questioning belief, Transactions of the Institute of British Geographers, vol.11, issue.3, pp.367-381, 2004. ,
DOI : 10.1029/98WR00003
Evaluation of a nonparametric post-processor for bias correction and uncertainty estimation of hydrologic predictions, Hydrological Processes, vol.29, issue.1, pp.83-105, 2013. ,
DOI : 10.1002/hyp.9263
The Ensemble Verification System (EVS): A software tool for verifying ensemble forecasts of hydrometeorological and hydrologic variables at discrete locations, Environmental Modelling & Software, vol.25, issue.7, pp.854-872, 2010. ,
DOI : 10.1016/j.envsoft.2010.01.009
A Nonparametric Postprocessor for Bias Correction of Hydrometeorological and Hydrologic Ensemble Forecasts, Journal of Hydrometeorology, vol.11, issue.3, pp.642-665 ,
DOI : 10.1175/2009JHM1188.1
Integrating different types of information into hydrological model parameter estimation : Application to ungauged catchments and land use scenario analysis, Water Resources Research, vol.48, pp.6519-2012 ,
Conditioning rainfall-runoff model parameters for ungauged catchments and land management impacts analysis, Hydrology and Earth System Sciences, vol.13, issue.6, pp.893-904, 2009. ,
Prediction intervals for rainfall-runoff models : raw error method and split-sample validation, Hydrology Research, vol.43, issue.107, pp.637-648, 2012. ,
Probabilistic forecasting from ensemble prediction systems : Improving upon the best-member method by using a different weight and dressing kernel for each member, Quarterly Journal of the Royal Meteorological Society, vol.132, issue.617, pp.1349-1369, 2006. ,
Evaluating uncertainty estimates in hydrologic models : borrowing measures from the forecast verification community, Hydrology and Earth System Sciences, vol.15, issue.11, pp.3367-3382, 2011. ,
Bayesian estimation of uncertainty in runoff prediction and the value of data : An application of the GLUE approach, Water Resources Research, vol.32, issue.7, pp.2161-2173, 1996. ,
Human assessment of hydrometeorological forecasts and communication of their uncertainties in a decision making context, Houille Blanche-Revue Internationale De L Eau, vol.5, issue.5, pp.71-80, 2009. ,
X (rel) Cité p, Bayesian Data Analysis. Chapman & Hall/CRC, p.75, 2004. ,
Towards the characterization of streamflow simulation uncertainty through multimodel ensembles, Journal of Hydrology, vol.298, issue.1-4, pp.222-241, 2004. ,
Probabilistic forecasts, calibration and sharpness, Journal of the Royal Statistical Society Series B-Statistical Methodology, vol.69, pp.243-268, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00363242
Strictly proper scoring rules, prediction, and estimation, Journal of the American Statistical Association, vol.102, issue.477, pp.359-378, 2007. ,
Generic error model for calibration and uncertainty estimation of hydrological models, Water Resources Research, vol.44, pp.0-07, 2008. ,
An adaptive Metropolis algorithm, Bernoulli, vol.7, issue.2, pp.223-242, 2001. ,
DRAM : Efficient adaptive MCMC, Statistics and Computing, vol.16, issue.4, pp.339-354, 2006. ,
On not undermining the science : coherence, validation and expertise. Discussion of Invited Commentary by Keith Beven Hydrological Processes, Hydrological Processes, pp.3141-3146985, 2006. ,
Quantifying the change in soil moisture modeling uncertainty from remote sensing observations using Bayesian inference techniques, Water Resources Research, vol.48, pp.11514-75, 2012. ,
David Draper and E. I. George, and a rejoinder by the authors, Statistical Science, vol.14, issue.4, pp.382-401, 1999. ,
DOI : 10.1214/ss/1009212519
A 1-10-Day Ensemble Forecasting Scheme for the Major River Basins of Bangladesh : Forecasting Severe Floods of 2003-07, Journal of Hydrometeorology, vol.11, issue.3, pp.618-641, 2010. ,
SPEAR : An approach to the preliminary analysis of enviromental systems, Journal of Environmental Management, vol.12, issue.1, pp.7-18, 1981. ,
A sequential Bayesian approach for hydrologic model selection and prediction, Water Resources Research, vol.45, pp.0-12, 2009. ,
Ten iterative steps in development and evaluation of environmental models. Environmental Modelling & Software, pp.602-614, 2006. ,
Temporal uncertainty estimation of discharges from rating curves using a variographic analysis, Journal of Hydrology, vol.397, issue.12, pp.83-92, 2011. ,
URL : https://hal.archives-ouvertes.fr/insu-00648646
Parameter and modeling uncertainty simulated by GLUE and a formal Bayesian method for a conceptual hydrological model, Journal of Hydrology, vol.383, issue.3-4, pp.147-155, 2010. ,
Forecast verification : a practioner's guide in atmospheric science, p.45, 2012. ,
Incorporating uncertainty in hydrological predictions for gauged and ungauged basins in southern, Africa. Hydrological Sciences Journal-Journal Des Sciences Hydrologiques, vol.57, issue.5, pp.1000-1019, 2012. ,
Bayesian analysis of input uncertainty in hydrological modeling : 1. Theory, Water Resources Research, vol.42, issue.3, pp.3407-3424, 2006. ,
Bayesian analysis of input uncertainty in hydrological modeling : 2. Application, Water Resources Research, vol.42, issue.3, pp.3408-3425, 2006. ,
Elements of a flexible approach for conceptual hydrological modeling : 2. Application and experimental insights, Water Resources Research, vol.47, pp.11511-11521, 2011. ,
A bivariate meta-Gaussian density for use in hydrology ,
Bayesian inference of uncertainties in precipitation-streamflow modeling in a snow affected catchment, Water Resources Research, vol.48, pp.11513-11523, 2012. ,
Ensemble evaluation of hydrological model hypotheses, Water Resources Research, vol.46, p.7516, 2010. ,
Application of data-based mechanistic modelling for flood forecasting at multiple locations in the Eden catchment in the National Flood Forecasting System (England and Wales) Hydrology and Earth System Sciences, pp.177-185, 2013. ,
Analysis of parameter uncertainty in semi-distributed hydrological models using bootstrap method : A case study of SWAT model applied to Yingluoxia watershed in northwest China, Journal of Hydrology, vol.385, pp.1-476, 2010. ,
Advancing data assimilation in operational hydrologic forecasting : progresses, challenges, and emerging opportunities, Hydrology and Earth System Sciences, vol.16, issue.10, pp.3863-3887, 2012. ,
Towards a limits of acceptability approach to the calibration of hydrological models : Extending observation error, Journal of Hydrology, vol.367, issue.12, pp.93-103, 2009. ,
Uncertainty in hydrologic modeling : Toward an integrated data assimilation framework, Water Resources Research, vol.43, issue.7, p.106, 2007. ,
Analysis of regression confidence intervals and Bayesian credible intervals for uncertainty quantification, Water Resources Research, vol.48, pp.20-74, 2012. ,
Hydrological forecasting uncertainty assessment : Incoherence of the GLUE methodology, Journal of Hydrology, vol.330, issue.12, pp.368-381, 2006. ,
Reply to comment by Keith Beven, Paul Smith and Jim Freer on "Hydrological forecasting uncertainty assessment : Incoherence of the GLUE methodology, Journal of Hydrology, vol.338, pp.3-4319, 2007. ,
Identification of likelihood and prior dependence structures for hydrologic uncertainty processor, Journal of Hydrology, vol.290, issue.12, pp.1-21, 2004. ,
Towards dynamic catchment modelling : a Bayesian hierarchical mixtures of experts framework, Hydrological Processes, pp.847-861, 2007. ,
Estimating the uncertainty of hydrological forecasts : A statistical approach, Water Resources Research, vol.44, issue.124, pp.0-08, 2008. ,
Introduction to special section on Uncertainty Assessment in Surface and Subsurface Hydrology : An overview of issues and challenges, Water Resources Research, vol.45, pp.0-00, 2009. ,
Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method, Water Resources Research, vol.48, pp.12520-12537, 2012. ,
Uncertainty assessment of hydrologic model states and parameters : Sequential data assimilation using the particle filter, Water Resources Research, vol.41, issue.5, pp.5012-5029, 2005. ,
Systematic evaluation of autoregressive error models as post-processors for a probabilistic streamflow forecast system, Journal of Hydrology, vol.407, issue.1-4, pp.58-72, 2011. ,
Uncertainties on mean areal precipitation : assessment and impact on streamflow simulations, Hydrology and Earth System Sciences, vol.13, issue.2, pp.99-114, 2009. ,
URL : https://hal.archives-ouvertes.fr/insu-00413244
River flow forecasting through conceptual models part I -A discussion of principles, Journal of Hydrology, vol.10, issue.3, pp.282-290, 1970. ,
Spatial proximity, physical similarity, regression and ungaged catchments : A comparison of regionalization approaches based on 913 French catchments, Water Resources Research, vol.44, issue.3, pp.3413-108, 2008. ,
Do probabilistic forecasts lead to better decisions ? Hydrology and Earth System Sciences, pp.2219-2232, 2013. ,
Communicating uncertainty in hydro-meteorological forecasts : mission impossible ? Meteorological Applications, pp.223-235, 2010. ,
Comparing the scores of hydrological ensemble forecasts issued by two different hydrological models, Atmospheric Science Letters, vol.11, issue.2, pp.100-107, 2010. ,
Modelling guidelines -terminology and guiding principles, Advances in Water Resources, vol.27, issue.1, pp.71-82, 2004. ,
Quality assurance in model based water management -review of existing practice and outline of new approaches, Environmental Modelling & Software, vol.20, issue.10, pp.1201-1215, 2005. ,
VANROLLEGHEM : Uncertainty in the environmental modelling process -A framework and guidance. Environmental Modelling & Software, pp.1543-1556, 2007. ,
Uncertainty assessment via Bayesian revision of ensemble streamflow predictions in the operational river Rhine forecasting system, Water Resources Research, vol.45, pp.2428-139, 2009. ,
WEERTS : A Bayesian approach to decision-making under uncertainty : An application to real-time forecasting in the river Rhine, Journal of Hydrology, vol.356, issue.12, pp.56-69, 2008. ,
Short-term ensemble streamflow forecasting using operationally-produced single-valued streamflow forecasts - A Hydrologic Model Output Statistics (HMOS) approach, Journal of Hydrology, vol.497, pp.80-96, 2013. ,
Analyzing input and structural uncertainty of nonlinear dynamic models with stochastic, time-dependent parameters Understanding predictive uncertainty in hydrologic modeling : The challenge of identifying input and structural errors, Water Resources Research Water Resources Research, vol.45, issue.18, pp.10402-05521, 2009. ,
Toward a reliable decomposition of predictive uncertainty in hydrological modeling : Characterizing rainfall errors using conditional simulation, Water Resources Research, vol.47, pp.11516-11526, 2011. ,
SCHROEVERS : Estimation of the uncertainty in water level forecasts at ungauged river locations using quantile regression, International Journal of River Basin Management, vol.10, issue.4, pp.383-394, 2012. ,
Disentangling uncertainties in distributed hydrological modeling using multiplicative error models and sequential data assimilation, Water Resources Research, vol.358, issue.3-4, pp.12501-12518, 2010. ,
DOI : 10.1029/2009WR009022
The hydrological ensemble prediction experiment, Bulletin of the American Meteorological Society, vol.88, issue.10, pp.1541-1547, 2007. ,
Quantifying hydrological modeling errors through a mixture of normal distributions, Journal of Hydrology, vol.332, issue.3-4, pp.303-315, 2007. ,
VRUGT : A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non-Gaussian errors, Water Resources Research, vol.46, pp.10531-10548, 2010. ,
Informal likelihood measures in model assessment : Theoretic development and investigation, Advances in Water Resources, issue.8, pp.311087-1100, 2008. ,
Adaptive correction of deterministic models to produce probabilistic forecasts, Hydrology and Earth System Sciences, vol.16, issue.8, pp.2783-2799, 2012. ,
Bayesian methods in hydrologic modeling : A study of recent advancements in Markov chain Monte Carlo techniques, Water Resources Research, vol.44, pp.0-05, 2008. ,
Post-processing hydrological ensemble predictions intercomparison experiment, Hydrological Processes, vol.15, issue.1, pp.158-161, 2013. ,
DOI : 10.1002/hyp.9595
A non-parametric data-based approach for probabilistic flood forecasting in support of uncertainty communication. Environmental Modelling & Software, pp.92-105, 2012. ,
Performance and reliability of multimodel hydrological ensemble simulations based on seventeen lumped models and a thousand catchments, Hydrology and Earth System Sciences, vol.14, issue.11, pp.2303-2317, 2010. ,
DOI : 10.5194/hess-14-2303-2010
WEERTS : Post-processing ecmwf precipitation and temperature ensemble reforecasts for operational hydrologic forecasting at various spatial scales, Journal of Hydrology, vol.501, pp.73-91, 2013. ,
A 50-year high-resolution atmospheric reanalysis over France with the Safran system, International Journal of Climatology, vol.136, issue.11, pp.1627-1644, 2010. ,
DOI : 10.1002/joc.2003
URL : https://hal.archives-ouvertes.fr/meteo-00420845
Effective and efficient algorithm for multiobjective optimization of hydrologic models, Water Resources Research, vol.39, issue.8, pp.1214-1230, 2003. ,
A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters, Water Resources Research, vol.39, issue.8, pp.1201-74, 2003. ,
Hydrologic data assimilation using particle Markov chain Monte Carlo simulation : Theory, concepts and applications, Advances in Water Resources, vol.51, pp.457-478, 2013. ,
Response to comment by Keith Beven onEquifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling, Stochastic Environmental Research and Risk Assessment, vol.23, issue.7, pp.1061-1062, 2009. ,