Distributed sensitivity analysis of flood inundation model calibration

Journal of Hydraulic Engineering

Volumn 131, Issue 2, 2005, Pages 117-126

  Hall, Jim W ^a   Tarantola, Stefano ^b   Bates, Paul D ^c   Horritt, Matt S ^c  

^a NEWCASTLE UNIVERSITY   (United Kingdom)

^b JOINT RESEARCH CENTRE   (Italy)

^c UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

Calibration; Flood plains; Hydraulic models; Sensitivity analysis; Validation

Indexed keywords

BOUNDARY CONDITIONS; CALIBRATION; HYDRODYNAMICS; IMAGE ANALYSIS; RADAR; SENSITIVITY ANALYSIS;

FLOOD INUNDATION PREDICTIONS; HIGH RESOLUTION MODELS; HYDRODYNAMIC MODEL; MANNING CHANNEL ROUGHNESS;

FLOOD CONTROL;

FLOOD FLOW; FLOW MODELING; HYDRODYNAMICS; MATHEMATICAL ANALYSIS; OPEN CHANNEL FLOW;

CALIBRATION; CHANNEL HYDRAULICS; FLOODING; HYDRODYNAMICS; HYDROLOGICAL MODELING; OPEN CHANNEL FLOW; SENSITIVITY ANALYSIS;

EASTERN HEMISPHERE; ENGLAND; EURASIA; EUROPE; THAMES RIVER; UNITED KINGDOM; WESTERN EUROPE; WORLD;

EID: 13244267147     PISSN: 07339429     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-9429(2005)131:2(117)     Document Type: Article

References (23)

1. Aronica, G., Bates, P. D., and Horritt, M. S. (2002). "Assessing the uncertainty in distributed model predictions using observed binary pattern information within GLUE." Hydrolog. Process., 16, 2001-2016.
2. Aronica, G., Hankin, B., and Beven, K. (1998). "Uncertainty and equifinality in calibrating distributed roughness coefficients in a flood propagation model with limited data." Adv. Water Resour., 22, 349-365.
3. Bates, P. D., and de Roo, A. P. J. (2000). "A simple raster-based model for floodplain inundation." J. Hydrol., 236, 54-77.
4. Beven, K. (2001). "How far can we go in distributed hydrological modelling?" Hydrology Earth System Sci., 5(1), 1-12.
5. Beven, K. (2002). "Towards a coherent philosophy for modelling the environment." Proc. R. Soc. London, Ser. A, 458, 2465-2484.
6. Beven, K. J., and Binley, A. M. (1992). "The future of distributed models: Model calibration and uncertainty prediction." Hydrolog. Process., 6, 279-298.
7. Campolongo, F., Tarantola, S., and Saltelli, A. (1999). "Tackling quantitatively large dimensionality problems." Comput. Phys. Commun. 117 75-85.
8. Crosetto, M., and Tarantola, S. (2001). "Uncertainty and sensitivity analysis: Tools for GIS-based model implementation." Int. J. Geograph. Inf. Sci., 15(5), 415-37.
9. Francos, A., Elorza, F. J., Bouraoui, F., Bidoglio, G., and Galbiati, L. (2001). "Sensitivity analysis of environmental simulation models: Investigating the behaviour of hydrological catchments." Proc., 3rd Int. Symp. on Sensitivity Analysis of Model Output, CIEMAT, Madrid, Spain, 175-179.
10. Homma, T., and Saltelli, A. (1996). "Importance measures in global sensitivity analysis of model output." Reliability Eng. Sys. Safety 52(1), 1-17.
11. Horritt, M. S., and Bates, P. D. (2001). "Predicting floodplain inundation: Raster-based modelling versus the finite element approach." Hydrolog. Process., 15, 825-842.
12. Horritt, M. S., and Bates, P. D. (2002). "Evaluation of 1-D and 2-D numerical models for predicting river flood inundation." J. Hydrol. 268, 87-99.
13. McKay, M. D. (1995). "Evaluating prediction uncertainty." Technical Rep. No. NUREG/CR-1150, U.S. Nuclear Regulatory Commission and Los Alamos National Laboratory.
14. Ratto, M., Tarantola, S., and Saltelli, A. (2001). "Sensitivity analysis in model calibration: GSA-GLUE approach." Comput. Phys. Commun., 136, 212-224.
15. Romanowicz, R., Beven, K. J., and Tawn, J. (1996). "Bayesian calibration of flood inundation models." Floodplain processes, M. G. Anderson, D. E. Walling, and P. D. Bates, eds., Wiley, Chichester, U.K., 333-360.
16. Saltelli, A., Chan, K., and Scott, E. M. (2000a). Sensitivity analysis, Wiley, Chichester, U.K.
17. Saltelli, A., Ratto, M., and Tarantola, S. (2001). "Model-free importance indicators for dependent input." Proc., 3rd Int. Symp. on Sensitivity Analysis of Model Output, CIEMAT, Madrid, Spain, 21-26.
18. Saltelli, A., Tarantola, S., and Campolongo, F. (2000b). " Sensitivity analysis as an ingredient of modelling." Stat. Sci., 15(4), 377-395.
19. Sobol', I. M. (1993). "Sensitivity analysis for nonlinear mathematical models." Math. Model. Comput. Exp., 1, 407-414.
20. Sobol', I. M. (1994). A primer for the Monte Carlo method, CRC Press, Boca Raton, Fla.
21. Tarantola, S. (2000). "Quantifying uncertainty importance when inputs are correlated." Proc., ESREL 2000, SAPS and SPA-Europe Annual Conf. Balkema, Rotterdam, The Netherlands, 1115-1120.
22. Tarantola, S., Jesinghaus, J., and Puolamaa, M. (2000). "Global sensitivity analysis: A quality assurance tool in environmental policy modelling." Sensitivity analysis, A. Saltelli, K. Chan, and E. M. Scott, eds., Wiley, Chichester, U.K., 385-397.
23. U. S. Army Corps of Engineers, (1993). "River hydraulics engineer manual." Rep. No. EM 1110-2-1416, Dept. of the Army, Washington, D.C.