H. Apel, A. H. Thieken, B. Merz, and G. Blöschl, Flood risk assessment and associated uncertainty, Natural Hazards and Earth System Science, vol.4, issue.2, pp.295-308, 2004.
DOI : 10.5194/nhess-4-295-2004
URL : https://hal.archives-ouvertes.fr/hal-00299118

H. Apel, B. Merz, and A. H. Thieken, Quantification of uncertainties in flood risk assessments, International Journal of River Basin Management, vol.3, issue.3, pp.149-162, 2008.
DOI : 10.1016/S0951-8320(96)00078-6

H. Apel, G. T. Aronica, and H. Kreibich, Flood risk analyses-how detailed do we need to be? Nat Hazards, pp.79-98, 2009.
DOI : 10.1007/s11069-008-9277-8

N. W. Arnell, Expected Annual Damages and Uncertainties in Flood Frequency Estimation, Journal of Water Resources Planning and Management, vol.115, issue.1, pp.94-107, 1989.
DOI : 10.1061/(ASCE)0733-9496(1989)115:1(94)

J. C. Ascough, H. R. Maier, J. K. Ravalico, and M. W. Strudley, Future research challenges for incorporation of uncertainty in environmental and ecological decision-making, Ecological Modelling, vol.219, issue.3-4, pp.383-399, 2008.
DOI : 10.1016/j.ecolmodel.2008.07.015

J. Bales and C. Wagner, Sources of uncertainty in flood inundation maps, Journal of Flood Risk Management, vol.236, issue.2, pp.139-147, 2009.
DOI : 10.1111/j.1753-318X.2009.01029.x

B. and S. Mixte-de-la-vallée-de-l-'orb, Etude de gestion du risque inondation dans le bassin versant de l'Orb, 2000.

M. Bianchi and C. Zheng, SGeMS: a free and versatile tool for three-dimensional geostatistical applications. Ground water, pp.8-12, 2009.

P. Bernardara, E. De-rocquigny, N. Goutal, A. Arnaud, and G. Passoni, Uncertainty analysis in flood hazard assessment: hydrological and hydraulic calibrationThis article is one of a selection of papers published in this Special Issue on Hydrotechnical Engineering., Canadian Journal of Civil Engineering, vol.37, issue.7, pp.968-979, 2010.
DOI : 10.1139/L10-056

O. Bonin, Sensitivity analysis and uncertainty analysis for vector geographical applications 7th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 2006.

J. Cariboni, D. Gatelli, R. Liska, and A. Saltelli, The role of sensitivity analysis in ecological modelling, Ecological Modelling, vol.203, issue.1-2, pp.167-182, 2007.
DOI : 10.1016/j.ecolmodel.2005.10.045

A. Castrignano, Accuracy assessment of digital elevation model using stochastic simulation

E. Council and . Communities, EC of the European Parliament and of the Council of 23 October 2007 on the assessment and management of flood risks, Official J, vol.60, pp.27-34, 2007.

J. D. Countryman and B. Tustison, Flood Frequency Confidence Bounds ??? Art, Science, or Guess!, World Environmental and Water Resources Congress 2008, p.316, 2008.
DOI : 10.1061/40976(316)562

W. Eea and J. , Impacts of Europe's changing climate?2008 indicator-based assessment, European Environment Agency, issue.4, 2008.

N. E. Boardman, Cost-benefit analysis, concepts and practice Upper Saddle River, NJ, 2006.

C. V. Deutsch and A. G. Journel, GSLIB: geostatistical software library and user's guide, 1998.

R. Egorova, J. M. Van-noortwijk, and S. R. Holterman, Uncertainty in flood damage estimation*, International Journal of River Basin Management, vol.49, issue.1, pp.139-148, 2008.
DOI : 10.1016/S0951-8320(01)00082-5

K. Erdlenbruch, E. Gilbert, F. Grelot, and C. Lescouliers, Une analyse coût-bénéfice spatialisée de la protection contre des inondations: application de la méthode des dommages évités à la basse vallée de l'Orb. Ingénieries Eau-Agriculture- Territoires, pp.3-20, 2008.

P. F. Fisher, Modelling soil map-unit inclusions by Monte Carlo simulation, International journal of geographical information systems, vol.53, issue.2, pp.193-208, 1991.
DOI : 10.1559/152304084783914876

J. Girres and P. Julien, Estimation of digitizing and polygonal approximation errors in the computation of length in vector databases, Proceedings of Accuracy2010?The ninth international symposium on spatial accuracy assessment in natural resources and environmental sciences, pp.85-88

B. P. Gouldby, P. B. Sayers, M. C. Panzeri, and J. E. Lanyon, Development and application of efficient methods for the forward propagation of epistemic uncertainty and sensitivity analysis within complex broad-scale flood risk system modelsThis article is one of a selection of papers published in this Special Issue on Hydrotechnical Engineering., Canadian Journal of Civil Engineering, vol.37, issue.7, pp.955-967, 2010.
DOI : 10.1139/L09-173

F. Grelot, P. Enjalbert, A. Agenais, J. Bailly, P. Brémond et al., Programme d'actions de prévention des inondations sur les bassins versants de l'Orb et du Libron, 2007.

J. Helton and F. Davis, Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems, Reliability Engineering & System Safety, vol.81, issue.1, pp.23-69, 2003.
DOI : 10.1016/S0951-8320(03)00058-9

T. Hengl, Finding the right pixel size, Computers & Geosciences, vol.32, issue.9, pp.1283-1298, 2006.
DOI : 10.1016/j.cageo.2005.11.008

I. User-guide, Available at www.halcrow.com.isis. (accessed 12, 2012.

M. N. Khaliq, T. B. Ouarda, J. Ondo, P. Gachon, and B. Bobée, Frequency analysis of a sequence of dependent and/or nonstationary hydro-meteorological observations: a review, J Hydrol, pp.3293-3297, 2006.

L. Koivumäki, P. Alho, E. Lotsari, J. Käyhkö, A. Saari et al., Uncertainties in flood risk mapping: a case study on estimating building damages for a river flood in Finland, Journal of Flood Risk Management, vol.2, issue.(1, pp.166-183, 2010.
DOI : 10.1111/j.1753-318X.2010.01064.x

I. A. De-kort and M. J. Booij, Decision making under uncertainty in a decision support system for the Red River Env Model Soft, pp.128-136, 2007.

G. Kutschera, What are the uncertainties when calculating flood damage potentials? Wasser Wirtschaft, pp.21-27, 2009.

L. Lilburne and S. Tarantola, Sensitivity analysis of spatial models, International Journal of Geographical Information Science, vol.58, issue.2, pp.151-168, 2009.
DOI : 10.1016/j.ress.2005.11.048

B. Merz, H. Kreibich, A. H. Thieken, and R. Schmidtke, Estimation uncertainty of direct monetary flood damage to buildings, Natural Hazards and Earth System Science, vol.4, issue.1, pp.153-163, 2004.
DOI : 10.5194/nhess-4-153-2004
URL : https://hal.archives-ouvertes.fr/hal-00299090

B. Merz, H. Kreibich, R. Schwarze, and A. Thieken, Review article "Assessment of economic flood damage", Natural Hazards and Earth System Science, vol.10, issue.8, pp.1697-1724, 2010.
DOI : 10.5194/nhess-10-1697-2010

B. Merz and A. H. Thieken, Flood risk curves and uncertainty bounds, Natural Hazards, vol.45, issue.3???4, pp.437-458, 2009.
DOI : 10.1007/s11069-009-9452-6

F. Messner, E. Penning-roswell, C. Green, V. Meyer, S. Tunstall et al., Guidelines for socio-economic flood damage evaluation, 2006.

J. C. Refsgaard, J. P. Van-der-sluijs, A. L. Højberg, and P. A. Vanrolleghem, Uncertainty in the environmental modelling process: a framework and guidance. Environ Modell Softw, pp.1543-1556, 2007.

E. De-rocquigny, An applied framework for uncertainty treatment and key challenges in hydrological and hydraulic modeling

N. Saint-geours, C. Lavergne, J. Bailly, and F. Grelot, Change of Support in Spatial Variance-Based Sensitivity Analysis, Mathematical Geosciences, vol.16, issue.2, 2012.
DOI : 10.1007/s11004-012-9406-5
URL : https://hal.archives-ouvertes.fr/hal-00618017

A. Saltelli, M. Ratto, T. Andres, F. Campolongo, J. Cariboni et al., Global sensitivity analysis, the primer, 2008.
DOI : 10.1002/9780470725184

A. Saltelli, P. Annoni, I. Azzini, F. Campolongo, M. Ratto et al., Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index, Computer Physics Communications, vol.181, issue.2, pp.259-270, 2010.
DOI : 10.1016/j.cpc.2009.09.018

. Smvol, Programme d'actions de prévention des inondations sur les bassins de l'Orb et du Libron pour les années 2011 à 2015. Note de présentation, 2011.

I. M. Sobol, On the distribution of points in a cube and the approximate evaluation of integrals, USSR Computational Mathematics and Mathematical Physics, vol.7, issue.4, pp.86-112, 1967.
DOI : 10.1016/0041-5553(67)90144-9

E. Stephens, P. Bates, J. Freer, and D. Mason, The impact of uncertainty in satellite data on the assessment of flood inundation Submitted to J Flood Risk Management 06, p.12

W. Walker, P. Harremoees, J. Rotmans, J. P. Van-der-sluijs, M. Van-asselt et al., Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support, Integrated Assessment, vol.4, issue.1, pp.5-17, 2003.
DOI : 10.1076/iaij.4.1.5.16466

S. Wechsler, Uncertainties associated with digital elevation models for hydrologic applications: a review, Hydrology and Earth System Sciences, vol.11, issue.4, pp.1481-1500, 2007.
DOI : 10.5194/hess-11-1481-2007
URL : https://hal.archives-ouvertes.fr/hal-00305087

T. Weichel, F. Pappenberger, and K. Schulz, Sensitivity and uncertainty in flood inundation modelling -concept of an analysis framework Advances in Geosciences, pp.31-36, 2007.