Sensitivity Analysis of a Land Surface Scheme using W. Castaings et al.: Adjoint sensitivity analysis and parameter estimation Belanger, E. and Vincent, A.: Data assimilation (4D-VAR) to forecast flood in shallow-waters with sediment erosion, J. Hydrol, vol.300, pp.114-125, 2005. ,
Inverse Methods in Physical Oceanography, Cambridge Monographs on Mechanics and Applied Mathematics, 1992. ,
DOI : 10.1017/CBO9780511600807
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
Variational surface analysis from screen level atmospheric parameters, Tellus A, p.453, 1999. ,
The Singular-Vector Structure of the Atmospheric Global Circulation, Journal of the Atmospheric Sciences, vol.52, issue.9, pp.1434-1456, 1995. ,
DOI : 10.1175/1520-0469(1995)052<1434:TSVSOT>2.0.CO;2
Sensitivity theory for nonlinear systems. I. Nonlinear functional analysis approach, Journal of Mathematical Physics, vol.22, issue.12, pp.2794-2802, 1981. ,
DOI : 10.1063/1.525186
Sensitivity theory for nonlinear systems. II. Extensions to additional classes of responses, Journal of Mathematical Physics, vol.22, issue.12, pp.2803-2812, 1981. ,
DOI : 10.1063/1.524870
A case study on variational soil moisture analysis from atmospheric observations, Journal of Hydrology, vol.212, issue.213, pp.212-213, 1998. ,
DOI : 10.1016/S0022-1694(98)00204-2
Retrieving the Root-Zone Soil Moisture from Surface Soil Moisture or Temperature Estimates: A Feasibility Study Based on Field Measurements, Journal of Applied Meteorology, vol.37, issue.4 ,
DOI : 10.1175/1520-0450(1998)037<0371:RTRZSM>2.0.CO;2
Estimation of Aquifer Parameters Under Transient and Steady State Conditions: 2. Uniqueness, Stability, and Solution Algorithms, Water Resources Research, vol.16, issue.4, pp.211-227, 1986. ,
DOI : 10.1029/WR022i002p00211
Identification of functional parameter in partial differential equations, in: Identification of Parameters in Distributed Systems, pp.31-48, 1974. ,
Analyse de sensibilité et estimation de paramètres de transport pour uné equation de diffusion, approche parétatpar´parétat adjoint, INRIA- Rocquencourt, Projet ESTIME, 2004. ,
Nonlinear sensitivity analysis of multiparameter model systems, Journal of Computational Physics, vol.26, issue.1, pp.1-42, 1978. ,
DOI : 10.1016/0021-9991(78)90097-9
Two statistics for evaluating parameter identifiability and error reduction, Journal of Hydrology, vol.366, issue.1-4, pp.1-4, 2009. ,
DOI : 10.1016/j.jhydrol.2008.12.018
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
Vecteurs caractéristiques de modèles océaniques pour la réduction d'ordre en assimilation de données, 2001. ,
Flash flood modeling with the MARINE hydrological distributed model, Hydrology and Earth System Sciences Discussions, vol.3, issue.6, pp.3397-3438, 2006. ,
DOI : 10.5194/hessd-3-3397-2006
URL : https://hal.archives-ouvertes.fr/hal-00330793
Data Assimilation in Meteorology and Oceanography, Adv. Geophys, vol.33, pp.141-226, 1991. ,
DOI : 10.1016/S0065-2687(08)60442-2
Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation, in: Frontiers in Appl, Math., SIAM, vol.19, 2000. ,
DOI : 10.1137/1.9780898717761
The Automatic Calibration of Conceptual Catchment Models Using Derivative-Based Optimization Algorithms, Water Resources Research, vol.10, issue.1, pp.473-485, 1985. ,
DOI : 10.1029/WR021i004p00473
Physical Interpretation of the Adjoint Functions for Sensitivity Analysis of Atmospheric Models, Journal of the Atmospheric Sciences, vol.40, issue.10, pp.2537-2546, 1983. ,
DOI : 10.1175/1520-0469(1983)040<2537:PIOTAF>2.0.CO;2
Distributed Sensitivity Analysis of Flood Inundation Model Calibration, Journal of Hydraulic Engineering, vol.131, issue.2, pp.117-126, 2005. ,
DOI : 10.1061/(ASCE)0733-9429(2005)131:2(117)
Rank-Deficient and Discrete Ill-Posed Problems, Numerical Aspects of Linear Inversion, SIAM, 1998. ,
DOI : 10.1137/1.9780898719697
TAPENADE 2.1 user's guide, Institut National de Recherche en Informatique et en Automatique (INRIA), 2004. ,
Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal, Reliability Engineering & System Safety, vol.42, issue.2-3, pp.327-367, 1993. ,
DOI : 10.1016/0951-8320(93)90097-I
Importance measures in global sensitivity analysis of nonlinear models, Reliability Engineering & System Safety, vol.52, issue.1, pp.1-17, 1996. ,
DOI : 10.1016/0951-8320(96)00002-6
Variational data assimilation for 2D fluvial hydraulics simulation, CMWR XVI-Computational Methods for Water Ressources, 2006. ,
An approach to the preliminary analysis of environmental systems, J. Environ. Manage.t, vol.12, pp.7-18, 1981. ,
Designing conceptual catchment models for automatic fitting methods, pp.462-475, 1971. ,
Parameter optimization for watershed models, Water Resources Research, vol.16, issue.1, pp.477-486, 1976. ,
DOI : 10.1029/WR012i003p00477
Application of MCMC???GSA model calibration method to urban runoff quality modeling, Reliability Engineering & System Safety, vol.91, issue.10-11, pp.1398-1405, 2006. ,
DOI : 10.1016/j.ress.2005.11.051
Calibration of conceptual hydrological models revisited: 2. Improving optimisation and analysis, Journal of Hydrology, vol.320, issue.1-2, pp.187-201, 2006. ,
DOI : 10.1016/j.jhydrol.2005.07.013
Monte Carlo assessment of parameter uncertainty in conceptual catchment models: the Metropolis algorithm, Journal of Hydrology, vol.211, issue.1-4, pp.69-85, 1998. ,
DOI : 10.1016/S0022-1694(98)00198-X
Variational algorithms for analysis and assimilation of meteorogical observations, Tellus A, pp.97-110, 1986. ,
Analysis of the singular vectors of the full-physics Florida, pp.560-574, 2005. ,
Optimal control of systems governed by partial differential equations, 1968. ,
DOI : 10.1007/978-3-642-65024-6
Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives, Advances in Water Resources, vol.26, issue.2, pp.205-216, 2003. ,
DOI : 10.1016/S0309-1708(02)00092-1
Analysis of Soil Moisture from Near-Surface Parameters: A Feasibility Study, Journal of Applied Meteorology, vol.30, issue.11, pp.1534-1547, 1991. ,
DOI : 10.1175/1520-0450(1991)030<1534:AOSMFN>2.0.CO;2
Deterministic sensitivity analysis for a model for flow in porous media, Advances in Water Resources, vol.31, issue.8, pp.31-1025, 2008. ,
DOI : 10.1016/j.advwatres.2008.04.004
URL : https://hal.archives-ouvertes.fr/inria-00271986
A Coupled Land Surface???Boundary Layer Model and Its Adjoint, Journal of Hydrometeorology, vol.2, issue.3, pp.274-296, 2001. ,
DOI : 10.1175/1525-7541(2001)002<0274:ACLSBL>2.0.CO;2
Component sensitivity: A tool for the analysis of complex water resource systems, Water Resources Research, vol.3, issue.6, pp.243-247, 1973. ,
DOI : 10.1029/WR009i001p00243
The role of sensitivity analysis in hydrologic modeling, Journal of Hydrology, vol.18, issue.1, pp.37-53, 1973. ,
DOI : 10.1016/0022-1694(73)90024-3
The cost of uniqueness in groundwater model calibration, Advances in Water Resources, vol.29, issue.4, pp.605-623, 2006. ,
DOI : 10.1016/j.advwatres.2005.07.003
Role of the calibration process in reducing model predictive error, Water Resources Research, vol.36, issue.8, pp.10-1029, 2006. ,
DOI : 10.1029/2004WR003501
Practical and theoretical aspects of adjoint parameter estimation and identifiability in meteorology and oceanography, Dynamics of Atmospheres and Oceans, vol.27, issue.1-4, pp.55-79, 1998. ,
DOI : 10.1016/S0377-0265(97)00032-8
Inverse problem formulation for parameters determination using the adjoint method, ARIMA Journal ? Revue Africaine de la Recherche in Informatique et Mathématiques Appliquées, vol.1, pp.127-157, 2002. ,
Control of Contaminant Releases in Rivers. I: Adjoint Sensitivity Analysis, Journal of Hydraulic Engineering, vol.123, issue.6, pp.486-492, 1997. ,
DOI : 10.1061/(ASCE)0733-9429(1997)123:6(486)
Automatic Differentiation: Techniques and Applications, Lecture Notes in Computer Science, vol.120, 1981. ,
DOI : 10.1007/3-540-10861-0
Parameterisation, calibration and validation of distributed hydrological models, Journal of Hydrology, vol.198, issue.1-4, pp.69-97, 1997. ,
DOI : 10.1016/S0022-1694(96)03329-X
Downscaling of radio brightness measurements for soil moisture estimation: A four-dimensional variational data assimilation approach, Water Resources Research, vol.4, issue.4, pp.2353-2364, 2001. ,
DOI : 10.1029/2001WR000475
Sensitivity analysis, Wiley series in probability and statistics, 2000. ,
A note on consistency and adjointness for numerical schemes, 1995. ,
Real-Time Variational Assimilation of Hydrologic and Hydrometeorological Data into Operational Hydrologic Forecasting, Journal of Hydrometeorology, vol.4, issue.3, pp.627-641, 2003. ,
DOI : 10.1175/1525-7541(2003)004<0627:RVAOHA>2.0.CO;2
Real-time assimilation of radarbased precipitation data and streamflow observations into a distributed hydrologic model, Proceedings of Symposium HS03 held during IUGG2003 at Sapporo, pp.138-142, 2003. ,
Kinematic wave modelling in water resources: a historical perspective, Hydrological Processes, vol.30, issue.4, pp.671-706, 2001. ,
DOI : 10.1002/hyp.99
Finite difference of adjoint or adjoint of finite difference?, Mon. Weather rev, pp.5-40, 1997. ,
Sensitivity analysis for non-linear mathematical models, Mathematical Modeling & Computational Experiment, vol.1, pp.407-414, 1993. ,
Coupled inverse problems in groundwater modeling: 1. Sensitivity analysis and parameter identification, Water Resources Research, vol.16, issue.4, pp.2507-2525, 1990. ,
DOI : 10.1029/WR026i010p02507
Advancing the identification and evaluation of distributed rainfall-runoff models using global sensitivity analysis, Water Resources Research, vol.39, issue.8, pp.10-1029, 2007. ,
DOI : 10.1029/2006WR005813
Comparing sensitivity analysis methods to advance lumped watershed model identification and evaluation, Hydrol. Earth Syst. Sci, vol.11793, issue.11, pp.793-817, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00305053
Solutions of Ill-posed Problems, 1977. ,
A hybrid regularized inversion methodology for highly parametrized environmental models, Water Resour. Res, pp.10-1029, 2005. ,
Characterization of watershed model behavior across a hydroclimatic gradient, Water Resources Research, vol.17, issue.2, pp.10-1029, 2008. ,
DOI : 10.1029/2007WR006271
Rainfall characteristics define the value of streamflow observations for distributed watershed model identification, Geophysical Research Letters, vol.6, issue.3, pp.10-1029, 2008. ,
DOI : 10.1029/2008GL034162
Toward improved identifiability of hydrologic model parameters: The information content of experimental data, Water Resources Research, vol.27, issue.1, pp.131210-1029, 2002. ,
DOI : 10.1029/2001WR001118
Effective and efficient algorithm for multiobjective optimization of hydrologic models, Water Resources Research, vol.3, issue.4, pp.121410-1029, 2003. ,
DOI : 10.1029/2002WR001746
A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters, Water Resources Research, vol.5, issue.1, pp.10-1029, 1201. ,
DOI : 10.1029/2002WR001642
Towards reduced uncertainty in conceptual rainfall-runoff modelling: dynamic identifiability analysis, Hydrological Processes, vol.23, issue.2, pp.455-476, 2003. ,
DOI : 10.1002/hyp.1135
Estimation of optimal parameters for a surface hydrology model, Advances in Water Resources, vol.26, issue.3, pp.337-348, 2003. ,
DOI : 10.1016/S0309-1708(02)00189-6
Multi-objective global optimization for hydrologic models, Journal of Hydrology, vol.204, issue.1-4, pp.83-97, 1997. ,
DOI : 10.1016/S0022-1694(97)00107-8
Understanding uncertainty in distributed flash flood forecasting for semiarid regions, Water Resources Research, vol.98, issue.4, pp.10-1029, 2008. ,
DOI : 10.1029/2007WR005940
Variational data Assimilation with Moist Threshold Processes using the NMC Spectral Model, Tellus A, pp.370-387, 1993. ,