EULERIAN-LAGRANGIAN ANALYSIS OF TRANSPORT CONDITIONED ON HYDRAULIC DATA .3. SPATIAL MOMENTS, TRAVEL-TIME DISTRIBUTION, MASS-FLOW RATE, AND CUMULATIVE RELEASE ACROSS A COMPLIANCE SURFACE
Dx. Zhang et Sp. Neuman, EULERIAN-LAGRANGIAN ANALYSIS OF TRANSPORT CONDITIONED ON HYDRAULIC DATA .3. SPATIAL MOMENTS, TRAVEL-TIME DISTRIBUTION, MASS-FLOW RATE, AND CUMULATIVE RELEASE ACROSS A COMPLIANCE SURFACE, Water resources research, 31(1), 1995, pp. 65-75
In paper 1 of this series we described an analytical-numerical approac
h to predict deterministically solute transport under uncertainty. The
approach allows conditioning such predictions On hydraulic measuremen
ts and assessing the corresponding reduction in uncertainty. In paper
2 we examined the effects of log transmissivity and hydraulic head dat
a on conditional predictions of concentration due to instantaneous poi
nt and nonpoint sources. In this paper we show how the same approach c
an be used directly to estimate mass flow rate across a ''compliance s
urface,'' cumulative mass release, and the probability distribution of
travel times across this surface and the associated uncertainty. Cont
rary to some other methods in the literature, our approach requires ne
ither a special theory for travel times nor a prior assumption about t
heir probability distribution. We also show how one can compute explic
itly the second spatial moment of the conditional mean plume about its
center of mass, the conditional mean second spatial moment of the act
ual plume about its center of mass, and the conditional covariance of
the plume center of mass. We illustrate these quantities and the effec
t of conditioning on some of them by considering instantaneous point;
line, and area sources in a two-dimensional, statistically homogeneous
, isotropic, mildly varying log transmissivity field under uniform pri
or (unconditional) mean flow.