Moments and cumulants of linearized St. Venant
equation
Renata J. Romanowiez
Institute of Geophysics, Polish Academy of Sciences, Warsaw, Pasteura 3, Poland
James C. I. Dooge
Department of Civil Engineering, University College Dublin, Earlsfort Terrace, Dublin 2,
Ireland
and Zbigniew W. Kundzewicz
Institute of Geophysics, Polish Academy of Sciences, Warsaw, Pasteura 3, Poland
A general closed form expression for the Rth cumulant of the unsteady flow due to an upstream
impulse input in a semi-infinite channel is derived by (a) reducing the recurrence relationship
between successive cumulants to a recurrence relationship between the set of parameters 7(R, i)
characterizing the ratio of successive terms in the series for the Rth cumulant and (b) deriving the
closed form equivalent to this recurrence relationship in terms of either nested sums or factorials.
Key Words: cumulant, St. Venant equation, linear flood routing
1. INTRODUCTION
One-dimensional analysis of unsteady flow in open
channels is based on the continuity equation and the
momentum equation in the average direction of flow as
formulated by St. Venant ~. Though the continuity
equation is linear in discharge Q(x, t) and area of flow
A(x, t), the momentum equation is highly nonlinear and
hence no general analytical solution is available.
Numerical solution is possible but must be carried out
separately for each set of channel characteristics and each
set of boundary conditions. Strictly speaking, each such
separate computation requires an individual sensitivity
analysis if the claim is made that the level of error of
computational approximation is appropriate to the
accuracy of the field data.
In all branches of mathematical physics, the strategy is
followed of proposing simplified models and comparing
their predictions with both reliable field data and with
carefully controlled numerical predictions for a wide
range of representative cases. The aim of such a strategy is
twofold: to produce convenient reliable predictive models
and to assist in the understanding of the basic physical
phenomena. The most common starting point in such a
strategy is the linearization of a set of nonlinear equations
said to simulate adequately the physical phenomena
under study.
It is not surprising therefore that the linearized form of
the St. Venant equation has been used both in the
comparative study of predictive methods of flood routing
and in the study of importance of phenomena displayed
by field data. The first direct application of linearization
to the St. Venant equations was made 50 years ago by
Deymie z and Masse 3. The same result was obtained
independently by Dooge and Harley4's who made use as
a diagnostic tool of moments and cumulants used so
widely as such in statistics and linear system theory. The
linearized St. Venant equation has been applied to such
© Computational Mechanics Publications 1988
92 Adv. Water Resources, 1988, Volume 11, June
problems as flood routing in rivers 6, systematic
comparison of hydrologic routing methods 5'7, multi-
linear model for flood routing 8, simulation of the holding
time in the geomorphic unit hydrograph 9, the effect of the
downstream boundary conditions on flood routing 1°-13
and the harmonic analysis of flood movements in rivers 14.
It was shown by Dooge and Harley4 and by
Strupczewski and Kundzewicz7 that the known
expressions for the first four moments and cumulants
could be used to deduce certain properties of the
linearized solutions and of the errors of linearization
involved. The sensitivity of the Rth cumulant to the
reference velocity (Uo) and hence the basic error of
linearization can be shown to be given by
kn ~/,/~)(R)
where :~(R) is an increasing function of R given by
R(2 - m)- 1
• (R) =
m-1
where m is the ratio of the kinematic wave speed to
average velocity of flow and depends only on the shape of
the channel section and the friction law used 15"16. The
higher cumulants of the channel response and hence of the
output are only excited by the equivalent order
polynomials in the input function4. It can be reasonably
hypothesized that for a bounded input the relative
contributions of the higher order polynomials will be
relatively small and that for a stable condition of unsteady
flow (i.e., no roll waves or hydraulic bores) the growth in
the sensitivity of the higher cumulants will not be
sufficient to produce growing higher order terms in the
output. To prove such a hypothesis analytically or to
improve its strength by carefully controlled numerical
experiments requires a general expression for the Rth