Significant advances have been made in understanding the importance of the
factors involved in reservoir sedimentation. However, predicting the accumu
lation of sediment in a reservoir is still a complex problem. In estimating
reservoir sedimentation and accumulation, a number of uncertainties arise.
These are related to quantity of streamflow, sediment load, sediment parti
cle size, and specific weight, trap efficiency, and reservoir operation. In
this study, Monte Carlo simulation and Latin hypercube sampling are used t
o quantify the uncertainty of annual reservoir sedimentation and accumulate
d reservoir sedimentation through time. In addition, sensitivity analysis w
as performed to examine the importance of various factors on the uncertaint
y of annual reservoir sedimentation. The proposed procedures have been appl
ied to the Kenny Reservoir at the White River Basin in Colorado. The uncert
ainty of annual reservoir sedimentation and the effect of each uncertain fa
tter, taken individually and in combinations, on the uncertainty of accumul
ated reservoir sedimentation through time have been examined. The results s
how that annual streamflow and sediment load are the most important factors
determining the variability of annual reservoir sedimentation and accumula
ted reservoir sedimentation. In the case of Kenny Reservoir, the uncertaint
y expressed by the coefficient of variation can be on the order of 65% for
annual reservoir sedimentation and 39% for accumulated reservoir sedimentat
ion volume.