Binary upscaling—the role of connectivity and a new formula |
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| Authors: | Christen Knudby Jesús Carrera Jim D Bumgardner Graham E Fogg |
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| Institution: | 1. Department of Geotechnical Engineering and Geosciences, Technical University of Catalonia, Barcelona, Spain;2. Hydraulic Sciences and Graduate Group and Department of Land, Air and Water Resources, University of California, Davis, CA 95616, USA |
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| Abstract: | Although recognized as important, measures of connectivity (i.e. the existence of high-conductivity paths that increase flow and allow for early solute arrival) have not yet been incorporated into methods for upscaling hydraulic conductivities of porous media. We present and evaluate a binary upscaling formula that utilizes connectivity information. The upscaled hydraulic conductivity (K) of binary media is determined as a function of the proportions and conductivities of the two materials, the geometry of the inclusions, and the mean distance between them. The use of a phase interchange theorem renders the formula equally applicable to two-dimensional media with inclusions of low K and high K as compared with the matrix. The new upscaling formula is tested on two-dimensional binary random fields spanning a broad range of spatial correlation structures and conductivity contrasts. The computed effective conductivities are compared to what is obtained using self-consistent effective medium theory, the coated ellipsoids approximation, and to a streamline approach. It is shown that, although simple, the proposed formula performs better than available methods for binary upscaling. The use of connectivity information leads to significantly improved behavior close to the percolation threshold. The proposed upscaling formula depends exclusively on parameters that are obtainable from field investigations. |
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| Keywords: | Connectivity Upscaling Binary medium Effective hydraulic conductivity Preferential flow Percolation Effective permeability Phase inversion theorem |
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