Distribution of peak flow derived from a distribution of rainfall volume and runoff coefficient, and a unit hydrograph

An expression for the distribution function of peak runoff is derived, combining results of frequency analysis of rainfall volumes with the traditional concepts of runoff coefficients and the unit hydrograph. Rainfall volume, scaled with respect to its duration, is assumed to follow a gamma distribution, whereas for the runoff coefficient a beta distribution is applied. Hydrograph characteristics are considered to be deterministic variables. A closed form analytical expression is achieved when some minor simplifications are made. The approach is tested and validated against data from 17 small Swiss drainage basins, for which unit hydrographs have been determined. The runoff response of these basins is very different in relation to both the distribution of the runoff coefficient and hydrograph characteristics, which is also reflected in the behaviour of the distribution of peak flow. Four main response classes of basins are identified that can be related to the physiography of the basins.

[1]  R. Carlson,et al.  A northern snowmelt‐flood frequency model , 1976 .

[2]  L. Gottschalk,et al.  A physically based distribution function for low flow , 1989 .

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

[4]  Eric F. Wood,et al.  A derived flood frequency distribution using Horton Order Ratios , 1982 .

[5]  Peter S. Eagleson,et al.  Climate, soil, and vegetation: 2. The distribution of annual precipitation derived from observed storm sequences , 1978 .

[6]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[7]  Eric F. Wood,et al.  On Hydrologic Similarity: 1. Derivation of the Dimensionless Flood Frequency Curve , 1986 .

[8]  Juan B. Valdés,et al.  A Physically Based Flood Frequency Distribution , 1984 .

[9]  H. Ahlmann,et al.  Zum Wasserhaushalt des Schweizer Hochgebirges , 1945 .

[10]  Eric F. Wood,et al.  An analysis of the effects of parameter uncertainty in deterministic hydrologic models , 1976 .

[11]  Jose M. Mejia,et al.  On the transformation of point rainfall to areal rainfall , 1974 .

[12]  L. Gottschalk,et al.  Derivation of low flow distribution functions using recession curves , 1997 .

[13]  A. Stuart Gamma-distributed products of independent random variables , 1962 .

[14]  P. R. Nelson The algebra of random variables , 1979 .

[15]  Dennis McLaughlin,et al.  Estimation of flood frequency: An evaluation of two derived distribution procedures , 1987 .

[16]  Gregor Perzyna Spatial and temporal characteristics of maximum dry spells in Southern Norway , 1994 .

[17]  Murugesu Sivapalan,et al.  Scale issues in hydrological modelling: A review , 1995 .

[18]  I. Rodríguez‐Iturbe,et al.  The geomorphologic structure of hydrologic response , 1979 .

[19]  Keith Beven,et al.  On hydrologic similarity: 3. A dimensionless flood frequency model using a generalized geomorphologic unit hydrograph and partial area runoff generation , 1990 .