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A fast simulation method for uncertainty quantification of subsurface flow and transport.

Authors :
Meyer, Daniel W.
Tchelepi, Hamdi A.
Jenny, Patrick
Source :
Water Resources Research; May2013, Vol. 49 Issue 5, p2359-2379, 21p
Publication Year :
2013

Abstract

In subsurface aquifers, dispersion of contaminant, or tracer, is mainly driven by spatial fluctuations in the flow field caused by heterogeneity of the hydraulic conductivity. Measurements of conductivity, however, are usually sparse. To assess the resulting uncertainty in the transport of tracers, Monte Carlo (MC) methods are usually applied, where the transport statistics are sampled over a large number of probable hydraulic conductivity realizations. In this paper, an alternative method is described that provides accurate transport statistics at a computational expense that is 3 orders of magnitude lower than conventional MC. The new method is applicable for conductivity fields with multivariate Gaussian characterization involving conductivity measurements for both small and high log-conductivity variances. The new method is validated against MC for different dispersion scenarios, where the region of interest spans tens of log-conductivity correlation lengths. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00431397
Volume :
49
Issue :
5
Database :
Complementary Index
Journal :
Water Resources Research
Publication Type :
Academic Journal
Accession number :
89132187
Full Text :
https://doi.org/10.1002/wrcr.20240