Estimating the index flood using indirect methods

Abstract Three indirect techniques for index flood estimation are analysed in order to evaluate their applicability and effectiveness. These indirect techniques, based on both statistical and conceptual approaches, are applied to a set of 33 hydrometric stations, located in a large area in northern-central Italy. The results show that the statistical model, due to its flexible structure, has a better descriptive ability than the physically-based models, which are rigidly structured as they conceptualize the rainfall-runoff transformation. However, the rigid structure of the conceptual approaches reduces their dependence on the specific information of the single stations and therefore increases their robustness. Finally, the results highlight that direct estimation techniques could be advisable for catchments with peculiar geomorphoclimatic properties; that is to say properties which differ substantively from those of the majority of the basins considered in the identification of the indirect models. This conclusion seems to hold even when a very limited amount of hydrometric information is available.

[1]  Armando Brath,et al.  On the geomorphoclimatic derivation of flood frequency (peak and volume) at basin and regional scale , 1989 .

[2]  N. Draper,et al.  Applied Regression Analysis , 1966 .

[3]  Mauro Fiorentino,et al.  Two‐Component Extreme Value Distribution for Flood Frequency Analysis , 1984 .

[4]  農業土木学会応用水文研究部会,et al.  応用水文 = Applied hydrology , 1991 .

[5]  D. Burn,et al.  The formation of groups for regional flood frequency analysis , 2000 .

[6]  Gianfranco Becciu,et al.  A Physically Based Methodology for Regional Flood Frequency Analysis , 1993 .

[7]  Duncan W. Reed,et al.  Regional frequency analysis: a new vocabulary , 1999 .

[8]  Renato Del Rosso,et al.  Combining statistical and conceptual approaches for index flood estimation , 1997 .

[9]  M. Chavance [Jackknife and bootstrap]. , 1992, Revue d'epidemiologie et de sante publique.

[10]  A. Brath,et al.  Una metodologia per l'identificazione di regioni omogenee nel regime di piena , 1997 .

[11]  A. Brath,et al.  Assessing the effectiveness of hydrological similarity measures for flood frequency analysis , 2001 .

[12]  I. Rodríguez‐Iturbe,et al.  The design of rainfall networks in time and space , 1974 .

[13]  C. Cunnane,et al.  Assessment of Use of At-site and Regional Flood Data for Flood Frequency Estimation , 1987 .

[14]  P. S. Eagleson Dynamics of flood frequency , 1972 .

[15]  John Pitlick,et al.  Relation between peak flows, precipitation, and physiography for five mountainous regions in the western USA , 1994 .