Regionalisation of Maximum Annual Runoff Using Hierarchical and Trellis Methods with Topographic Information

Water Resources Management

Volumn 27, Issue 8, 2013, Pages 2947-2963

  Chérif, Rim ^a   Bargaoui, Zoubeida ^b  

^a UNIVERSITY OF CARTHAGE   (Tunisia)

^b UNIVERSITY OF TUNIS EL MANAR   (Tunisia)

Author keywords

Flow quantiles; Partitioning methods; Physiographical parameters; Regionalisation critical distance; Scale factor

Indexed keywords

CATCHMENTS; CLUSTER ANALYSIS; FLOODS; TOPOGRAPHY;

FLOW QUANTILES; PARTITIONING METHODS; PHYSIOGRAPHICAL PARAMETERS; REGIONALISATION; SCALE FACTOR;

RUNOFF;

ACCURACY ASSESSMENT; CLUSTER ANALYSIS; ESTIMATION METHOD; FLOODING; PARAMETERIZATION; PERFORMANCE ASSESSMENT; RUNOFF; TOPOGRAPHIC EFFECT;

TUNISIA;

EID: 84876973274     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-013-0325-0     Document Type: Review

References (30)

1. Alila Y (1999) A hierarchical approach for the regionalization of precipitation annual maxima in Canada. J Geophys Res 104(D24-31): 645-655.
2. Bargaoui ZK, Fortin V, Bobée B, Duckstein L (1998) Une approche floue pour la détermination de la région d'influence d'une station hydrométrique. Rev Sci Eau 11(2): 255-282. doi: 10. 7202/705307ar.
3. Burn DH (1990) Evaluation of regional flood frequency analysis with a region of influence approach. Water Resour Res 26(10): 2257-2265. doi: 10. 1029/WR026i010p02257.
4. Burn DH, Goel NK (2000) The formation of groups for regional flood frequency analysis. Hydrol Sci J 45(1): 97-112. doi: 10. 1080/02626660009492308.
5. Castellarin A, Burn DH, Brath A (2001) Assessing the effectiveness of hydrological similarity measures for flood frequency analysis. J Hydrol 241: 270-285. doi: 10. 1016/S0022-1694(00)00383-8.
6. Castellarin A, Burn DH, Brath A (2008) Homogeneity testing: How homogeneous do heterogeneous cross-correlated regions seem? J Hydrol 360: 67-76.
7. Celeux G, Diday E, Govaert G, Lechevallier Y, Ralambondrainy H (1989) Classification automatique des données. Dunod, Paris.
8. Chow VT (1964) Handbook of applied hydrology. McGraw Hill, New York.
9. Coles S (2001) An introduction to statistical modelling of extreme values. Springer, London.
10. Dalrymple T (1960) Flood-frequency analyses. US Geological Survey Water-Supply Paper1543-A.
11. Ministère de l'Agriculture et des Ressources hydrauliques et de la Pèche, DGRE (2005) www. semide. tn/collect/annuaire.
12. Durbin J, Knott M (1971) Components of cramér - von MisesStatistics. London school of economy and political. Science, UK.
13. Fill HD, Stedinger JR (1995) Homogeneity tests based upon gumbel distribution and a critical appraisal of Dalrymple's test. J Hydrol 166(1-2): 81-105.
14. Gaume E, Gàal L, Viglione A, Szolgay J, Kohnovà S, Bloschel G (2010) Bayesian MCMC approach to regional flood frequency analyses involving extraordinary flood events at ungauged sites. J Hydrol 394: 101-117. doi: 10. 1016/j. jhydrol. 2010. 01. 008.
15. Hosking JRM, Wallis JR (1993) Some useful statistics in regional frequency analysis. Water Resour Res 29(2): 271-281. doi: 10. 1029/92WR01980.
16. Jambu M (1989) Exploration informatique et statistique des données. Dunod, Paris.
17. Jedidi K, Bargaoui Z, Benzarti Z (2009) Identification des zones pluviométriques homogènes en bassin versant basée sur l'information topographique. Rev Sci Eau 22(3): 383-395. doi: 10. 7202/037777ar.
18. Kasner James H, Marcellin Michael W (1999) Universal trellis coded quantization. IEEE Trans Image Process 12: 1667-1687.
19. Lu LH (1991) Statistical Methods for Regional Flood Frequency Investigations. Dissertation, Cornell University Ithaca NY.
20. Lu L, Stedinger JR (1992) Sampling variance of normalized GEV/PWM quantile estimators and a regional homogeneity test. J Hydrol 138: 223-245. doi: 10. 1016/0022-1694(92)90166-S.
21. Ouarda T, Girard C, Cavadias GS, Bobée B (2001) Regional flood frequency estimation with canonical correlation analysis. J Hydrol 254(1-4): 157-173.
22. Pandey GR, Nguyen VTV (1999) A comparative study of regression based methods in regional flood frequency analysis. J Hydrol 225: 92-101.
23. Saporta G (1990) Probabilités. Analyses des données et statistiques. Technip, Paris.
24. Scholz FW, Stephens MA (1987) K-sample Anderson-darling tests. J Am Stat Assoc 82: 918-924.
25. Singh VP (1992) Elementary hydrology. Prentice-Hall, Englewood Cliffs.
26. Tsakiris G, Nalbantis I, Cavadias G (2011) Regionalization of low flows based on canonical correlation analysis. Adv Water Resour 34(7): 865-872. doi: 10. 1016/j. advwatres. 2011. 04. 007.
27. Viglione A, Laio F, Claps P (2007) A comparison of homogeneity tests for regional frequency analysis. Water Resour Res 43. doi: 10. 1029/2006WR005095.
28. Wallis JR, Schaefer MG, Barker BL, Taylor GH (2007) Regional precipitation frequency analysis and spatial mapping for 24-hour and 2-hour durations for Washington state. Hydrol Earth Syst Sci 11(1): 415-442. doi: 10. 5194/hess-11-415-2007.
29. Yadav M, Wagener T, Gupta H (2007) Regionalization of constraints on expected watershed response behaviour for improved predictions in ungauged basins. Adv Water Resour 30: 1756-1774.
30. Zrinji Z, Burn DH (1994) Flood frequency analysis for ungauged sites using a region of influence approach. J Hydrol 153(1-21): 3.