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Upscaling and Inverse Modeling of Groundwater Flow and Mass ...

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xxiv LIST OF FIGURES<br />

2.7 <strong>Flow</strong> comparison at the fine <strong>and</strong> coarse scales using simple averaging<br />

upscaling approaches. All circles within the dashed lines<br />

correspond to coarse scale values that deviate less than 10%<br />

from the reference ones; similarly, all circles within the outer<br />

solid lines correspond to coarse scale values that deviate less<br />

than 40%. The average relative bias, as defined in Equation<br />

2.10, is reported in the lower right corner <strong>of</strong> each box. . . . . . 25<br />

2.8 Longitudinal mass distribution pr<strong>of</strong>iles <strong>of</strong> the tritium plume<br />

from the fine scale reference realization, <strong>and</strong> predictions by some<br />

simple averaging upscaling approaches at the coarse scale for<br />

t = 328 days. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26<br />

2.9 <strong>Flow</strong> comparison at the fine <strong>and</strong> coarse scales using Laplacianbased<br />

upscaling approaches. All circles within the dashed lines<br />

correspond to coarse scale values that deviate less than 10%<br />

from the reference ones; similarly, all circles within the outer<br />

solid lines correspond to coarse scale values that deviate less<br />

than 40%. The average relative bias, as defined in Equation<br />

2.10, is reported in the lower right corner <strong>of</strong> each box. . . . . . 27<br />

2.10 Longitudinal mass distribution pr<strong>of</strong>iles <strong>of</strong> the tritium plume<br />

from the fine scale reference realization, <strong>and</strong> predictions on uniform<br />

<strong>and</strong> non-uniform coarse scale grids, for t = 328 days. . . 28<br />

2.11 Longitudinal mass distribution pr<strong>of</strong>iles <strong>of</strong> the tritium plume<br />

from the fine scale reference realization, <strong>and</strong> predictions by some<br />

Laplacian-based upscaling approaches at the coarse scale, for<br />

t = 328 days. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29<br />

2.12 Transport in the fine scale reference realization for t = 328<br />

days. (A) Depth-integrated normalized concentration distribution.<br />

(B) Laterally-integrated normalized concentration distribution.<br />

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30<br />

2.13 Transport at the coarse scale after upscaling the reference realization<br />

on a uniform grid using a block-centered simple-Laplacian<br />

approach for t = 328 days. (A) Depth-integrated normalized<br />

concentration distribution. (B) Laterally-integrated normalized<br />

concentration distribution. . . . . . . . . . . . . . . . . . . . . . 30<br />

2.14 Transport at the coarse scale after upscaling the reference realization<br />

on a uniform grid using an interblock-centered simple-<br />

Laplacian approach for t = 328 days. (A) Depth-integrated<br />

normalized concentration distribution. (B) Laterally-integrated<br />

normalized concentration distribution. . . . . . . . . . . . . . . 31

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