T. Vanlent et Pk. Kitanidis, EFFECTS OF FIRST-ORDER APPROXIMATIONS ON HEAD AND SPECIFIC DISCHARGE COVARIANCES IN HIGH-CONTRAST LOG CONDUCTIVITY, Water resources research, 32(5), 1996, pp. 1197-1207
The hydraulic head and the specific discharge fluctuations depend nonl
inearly on the hydraulic conductivity. However, the methods most commo
nly used in the stochastic analysis of groundwater flow are based upon
the linearization of these relations. In this paper we apply a numeri
cal spectral approach to investigate the range of validity of the smal
l perturbation approximation for head and specific discharge moments i
n two-dimensional finite domains. We find that the small perturbation
approximation tends to underestimate the variance of large-scale head
and specific discharge fluctuations and error increases with increasin
g log-conductivity variance and increasing domain size. The head fluct
uations do not appear ergodic even when the small perturbation approxi
mation predicts they will be ergodic. The specific discharge fluctuati
ons, on the other hand, do appear ergodic. The small perturbation appr
oximation performs well. in estimating specific discharge variance in
the longitudinal direction but significantly underestimates transverse
specific discharge variance.