Parameterization and multi-criteria calibration of a distributed storm flow model applied to a Mediterranean agricultural catchment

Hydrological Processes

Volumn 27, Issue 10, 2013, Pages 1379-1398

  Hallema, Dennis W ^a,b   Moussa, Roger ^a   Andrieux, Patrick ^a   Voltz, Marc ^a  

^a UMR LISAH   (France)

^b CENTRE EAU TERRE ENVIRONNEMENT   (Canada)

Author keywords

Distributed model; Event based modelling; Multi criteria calibration; Storm flow

Indexed keywords

AGRICULTURAL CATCHMENTS; CALIBRATION PARAMETERS; DISTRIBUTED MODELS; EVENT-BASED; MODEL PARAMETERIZATION; MULTI-CRITERIA; NASH-SUTCLIFFE COEFFICIENT; STORM FLOW;

AGRICULTURE; CALIBRATION; CATCHMENTS; FLOW VELOCITY; PARAMETER ESTIMATION; PARAMETERIZATION;

STORMS;

AGRICULTURAL CATCHMENT; CALIBRATION; CHANNEL FLOW; DISCHARGE; FLOW MODELING; HYDROGRAPH; INFILTRATION; MEDITERRANEAN ENVIRONMENT; MULTICRITERIA ANALYSIS; PARAMETERIZATION; PEAK FLOW; TILLAGE;

MEDITERRANEAN REGION;

EID: 84877016391     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.9268     Document Type: Article

References (66)

1. Abbaspour KC, Schulin R, van Genuchten MT. 2001. Estimating unsaturated soil hydraulic parameters using ant colony optimization. Advances in Water Resources 24(8): 827-841.
2. Abbott MB, Refsgaard, JC. (Eds.) 1996. Distributed Hydrological Modelling. Kluwer Academic: Dordrecht, The Netherlands.
3. Ahuja L, Fiedler F, Dunn G, Benjamin J, Garrison A. 1998. Changes in soil water retention curves due to tillage and natural reconsolidation. Soil Science Society of America Journal 62: 1228-1233.
4. Andrieux P, Bouzigues R, Joseph C, Voltz M, Lagacherie P, Bourlet M. 1993. Le bassin versant de Roujan: les caractéristiques générales du milieu. Tech. rep., French National Institute for Agricultural Research (INRA).
5. Andrieux P, Louchart X, Voltz M, Bourgeois T. 1996. Déterminisme du partage infiltration-ruissellement sur parcelles de vigne en climat méditerranéen. In: Contribution des eaux souterraines au fonctionnement des hydrosystèmes, conséquences pour la gestion. Editions du BRGM. Vol. 256. Orléans; 7-11.
6. Andrieux P, Hatier A, Asseline J, de Noni G, Voltz M. 2001. Predicting infiltration rates by classifying soil surface features in a Mediterranean wine-growing area. Presentation at the COST symposium, Strasbourg, 20-22 Septembre 2001.
7. Ascensio E. 1984. Aspects climatologiques des départements de la région Languadoc-Roussillon. Monographie 4. Météorologie Nationale, Paris.
8. Bates B, Ganeshanandam S. 1990. Bootstrapping non-linear storm event models. In: A.S.O.C. Engineering, National conference of Hydraulic Engineering. San Diego, CA, USA; 330-335.
9. Beven KJ, Kirkby MJ. 1979. A physically based variable contributing area model of catchment hydrology. Hydrological Sciences Bulletin 24(1): 43-69.
10. Chahinian N. 2004. Paramétrisation multi-critère et multi-échelle d'un modèle hydrologique spatialisé de crue en milieu agricole. Ph.D. thesis, University of Montpellier II, France, 258 p.
11. Chahinian N, Moussa R, Andrieux P, Voltz M. 2005. Comparison of infiltration models to simulate flood events at the field scale. Journal of Hydrology 306(1-4): 191-214.
12. Chahinian N, Moussa R, Andrieux P, Voltz M. 2006a. Accounting for temporal variation in soil hydrological properties when simulating surface runoff on tilled plots. Journal of Hydrology 326(1-4): 135-152.
13. Chahinian N, Voltz M, Moussa R, Trotoux G. 2006b. Assessing the impact of the hydraulic properties of a crusted soil on overland flow modelling at the field scale. Hydrological Processes 20(8): 1701-1722.
14. Choi HT, Beven K. 2007. Multi-period and multi-criteria model conditioning to reduce prediction uncertainty in an application of TOPMODEL within the GLUE framework. Journal of Hydrology 332(3-4): 316-336.
15. Dawson C, Abrahart R, See L. 2007. Hydrotest: a web-based toolbox of evaluation metrics for the standardised assessment of hydrological forecasts. Environmental Modelling and Software 22(7): 1034-1052.
16. Doherty J. 2001. PEST-ASP User's Manual. Watermark Numerical Computing: Brisbane, Australia.
17. Doherty J. 2010. Addendum to the PEST Manual. Watermark Numerical Computing: Brisbane, Australia.
18. Doherty J, Johnston JM. 2003. Methodologies for calibration and predictive analysis of a watershed model. Journal of the American Water Resources Association 39(2): 251-265.
19. Duan Q, Sorooshian S, Gupta VK. 1994. Optimal use of the SCE-UA global optimization method for calibrating watershed models. Journal of Hydrology 158(3-4): 265-284.
20. Efstratiadisa A, Koutsoyianni D. 2010. One decade of multi-objective calibration approaches in hydrological modelling: a review. Hydrological Sciences Journal 55(1): 58-78.
21. Feyen L, Kalas M, Vrugt J. 2008. Semi-distributed parameter optimization and uncertainty assessment for large-scale streamflow simulation using global optimization. Hydrological Sciences Journal 53: 293-308.
22. Gan TY, Biftu GF. 1996. Automatic calibration of conceptual rainfall-runoff models: optimization algorithms, catchment conditions, and model structure. Water Resources Research 32(12): 3513-3524.
23. Geiger R. 1961. Überarbeitete Neuausgabe von Geiger, R.: Köppen-Geiger, Klima der Erde. (Wandkarte 1:16 Mill.). Klett-Perthes, Gotha.
24. Ghesquière J. 2008. Intégration des méchanismes de débordement dans la modélisation hydrologique spatialisée des crues en milieu agricole. Ph.D. thesis, École Nationale Supérieure Agronomique de Montpellier (SupAgro), France, 257 p.
25. Guinot V, Cappelaere B, Delenne C, Ruelland D. 2011. Objective functions for conceptual hydrological model calibration: theoretical analysis of distance- and weak form-based functions. Journal of Hydrology 401(1-2): 1-13.
26. Gumiere SJ, Raclot D, Cheviron B, Davy G, Louchart X, Fabre J-C, Moussa R, Le Bissonnais Y. 2010. MHYDAS-Erosion: a distributed single-storm water erosion model for agricultural catchments. Hydrological Processes 25: 1717-1728.
27. Gupta H, Bastidas L, Sorooshian S, Shuttleworth W, Yang Z. 1999. Parameter estimation of a land surface scheme using multicriteria methods. Journal of Geophysical Research 104(D16): 19, 491-19, 503.
28. Khu S, Madsen H, Di Pierro F. 2008. Incorporating multiple observations for distributed hydrological model calibration: an approach using a multi-objective evolutionary algorithm and clustering. Advances in Water Resources 31(10): 1387-1398.
29. Köppen W. 1900. Versuch einer Klassifikation der Klimate, vorzugsweise nach ihren Beziehungen zur Pflanzenwelt. Geographische Zeitschrift 6(593-611): 657-679.
30. Kottek M, Grieser J, Beck C, Rudolf B, Rubel F. 2006. World map of the Köppen-Geiger climate classification updated. Meteorologische Zeitschrift 15: 259-263.
31. Lagacherie P, Rabotin M, Colin F, Moussa R, Voltz M, 2010. Geo-MHYDAS: a landscape discretization tool for distributed hydrological modeling of cultivated areas. Computers and Geosciences 36: 1021-1032.
32. Lane L, Diskin M, Renard K. 1971. Input-output relationships for an ephemeral stream channel system. Journal of Hydrology 13: 22-40.
33. Larson WE. 1964. Soil parameters for evaluating tillage needs and operations. Soil Science Society of America Journal 28: 118-122.
34. Lin G, Chen L. 2004. A non-linear rainfall-runoff model using radial basis function network. Journal of Hydrology 289(1-4): 1-8.
35. Louchart X, Voltz M, Andrieux P, Moussa R. 2001. Herbicide transport to surface waters at field and watershed scales in a Mediterranean vineyard area. Journal of Environmental Quality 30(3): 982-991.
36. Madsen H. 2000. Automatic calibration of a conceptual rainfall-runoff model using multiple objectives. Journal of Hydrology 235(3-4): 276-288.
37. Madsen H. 2003. Parameter estimation in distributed hydrological catchment modelling using automatic calibration with multiple objectives. Advances in Water Resources 26(2): 205-216.
38. Manus C, Anquetin S, Braud I, Vandervaere J-P, Creutin J-D, Viallet P, Gaume E. 2009. A modeling approach to assess the hydrological response of small Mediterranean catchments to the variability of soil characteristics in a context of extreme events. Hydrology and Earth System Sciences 13(2): 79-97.
39. Marofi S. 1999. Rôle des échanges nappes-fossés dans le fonctionnement hydrologique d'un bassin versant en milieu méditerranéen cultivé. Ph.D. thesis, École Nationale Supérieure Agronomique de Montpellier (SupAgro), France, 240 p.
40. Mathevet T. 2005. Quels modèles pluie-débit globaux au pas de temps horaire? Développements empiriques et comparaison de modèles sur un large échantillon de bassins versants. Ph.D. thesis, ENGREF, Paris, France.
41. Moench A, Sauer V, Jennings M. 1974. Modification of routed streamflow by channel loss and base flow. Water Resources Research 10(5): 963-968.
42. Morel-Seytoux HJ. 1982. Analytical results for prediction of variable rainfall infiltration. Journal of Hydrology 59(3-4): 209-230.
43. Moussa R, Bocquillon C. 1996. Criteria for the choice of flood-routing methods in natural channels. Journal of Hydrology 186(1-4): 1-30.
44. Moussa R, Chahinian N. 2009. Comparison of different multi-objective calibration criteria using a conceptual rainfall-runoff model of flood events. Hydrology and Earth System Sciences 13(4): 519-535.
45. Moussa R, Voltz M, Andrieux P. 2002. Effects of the spatial organization of agricultural management on the hydrological behaviour of a farmed catchment during flood events. Hydrological Processes 16(2): 393-412.
46. Mwendera E, Feyen J. 1993. Predicting tillage effects on infiltration. Soil Science 155(3): 229-235.
47. Nash J, Sutcliffe J. 1970. River flow forecasting through conceptual models part I - a discussion of principles. Journal of Hydrology 10(3): 282-290.
48. Norbiato D, Borga M, Esposti SD, Gaume E, Anquetin S. 2008. Flash flood warning based on rainfall thresholds and soil moisture conditions: an assessment for gauged and ungauged basins. Journal of Hydrology 362(3-4): 274-290.
49. Parajka J, Merz R, Blöschl G. 2007. Uncertainty and multiple objective calibration in regional water balance modelling: case study in 320 Austrian catchments. Hydrological Processes 21(4): 435-446.
50. Pionke H, DeWalle D. 1994. Streamflow generation on a small agricultural catchment during autumn recharge: I. Nonstormflow periods. Journal of Hydrology 163(1-2): 1-22.
51. Quinn P, Beven K, Chevallier P, Planchon O. 1991. The prediction of hillslope flow paths for distributed hydrological modelling using digital terrain models. Hydrological Processes 5(1): 59-79.
52. Reed P, Minsker B, Goldberg DE. 2000. Designing a competent simple genetic algorithm for search and optimization. Water Resources Research 36(12): 3757-3761.
53. Refsgaard JC. 1997. Parameterisation, calibration and validation of distributed hydrological models. Journal of Hydrology 198: 69-97.
54. Ribolzi O. 1996. Etude des mécanismes de genèse des crues par le traçage naturel (chimique et isotopique) sur un bassin versant méditerranéen cultivé (Roujan, Hérault, France). Ph.D. thesis, University of Marseille III, France, 191 p.
55. Ribolzi O, Andrieux P, Valles V, Bouzigues R, Bariac T, Voltz M. 2000. Contribution of groundwater and overland flows to storm flow generation in a cultivated Mediterranean catchment. Quantification by natural chemical tracing. Journal of Hydrology 233(1-4): 241-257.
56. Robinson JS, Sivapalan M, Snell JD. 1995. On the relative roles of hillslope processes, channel routing, and network geomorphology in the hydrologic response of natural catchments. Water Resources Research 31(12): 3089-3101.
57. Rykiel, EJJ, 1996. Testing ecological models: the meaning of validation. Ecological Modelling 90, 229-244.
58. Thyer M, Kuczera G, Bates BC. 1999. Probabilistic optimization for conceptual rainfall-runoff models: a comparison of the shuffled complex evolution and simulated annealing algorithms. Water Resources Research 35(3): 767-773.
59. Tramblay Y, Bouvier C, Martin C, Didon-Lescot J-F, Todorovik D, Domergue J-M. 2010. Assessment of initial soil moisture conditions for event-based rainfall-runoff modelling. Journal of Hydrology 387(3-4): 176-187.
60. Voltz M, Albergel J. 2002. OMERE: Observatoire Méditerranéen de l'Environnement Rural et de l'Eau. Impact des actions anthropiques sur les transferts de masse dans les hydrosystèmes méditerranéens ruraux. In: Proposition d'Observatoire de Recherches en Environnement. CIO-Environnement, INSU-CNRS: Paris, France; 18.
61. Voltz M, Andrieux P, Bocquillon C, Rambal S. 1994. Le site atelier ALLEGRO. In: Actes du séminaire hydrosystèmes. CEMAGREF, Paris, France; 121-129.
62. Voltz M, Lennartz B, Andrieux P, Louchart X, Roger L, Luttringer, M. 1996. Transfert de produits phytosanitaires dans un bassin versant cultivé méditerranéen: analyse expérimentale et implications pour la modélisation. In: Actes du Séminaire national Hydrosystèmes. Groupe Français des Pesticides. Cemagref Editions, BP22 - 92162 Antony, France, 22-23 May 1996. Nancy, France; 116-126.
63. Wood W, Calver A. 1992. Initial conditions for hillslope hydrology modelling. Journal of Hydrology 130: 379-397.
64. Yapo PO, Gupta HV, Sorooshian S. 1998. Multi-objective global optimization for hydrologic models. Journal of Hydrology 204(1-4): 83-97.
65. Yu P-S, Yang T-C. 2000. Fuzzy multi-objective function for rainfall-runoff model calibration. Journal of Hydrology 238(1-2): 1-14.
66. Zariello P. 1998. Comparison of nine uncalibrated runoff models to observed flow in two small urban watersheds. In: Subcommittee on Hydrology of the Interagency Advisory Committee on Water Data. First Federal Interagency Hydrologic Modeling Conference. Las Vegas, NV, USA; 7-163--7-170.