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A Bayesian Assessment of an Approximate Model for Unconfined Water Flow in Sloping Layered Porous Media.
Transport in Porous Media ( IF 1.997 ) Pub Date : 2019-03-16 , DOI: 10.1007/s11242-018-1094-2
Juan Chiachío,Manuel Chiachío,Shankar Sankararaman,Darren Prescott

The prediction of water table height in unconfined layered porous media is a difficult modelling problem that typically requires numerical simulation. This paper proposes an analytical model to approximate the exact solution based on a steady-state Dupuit-Forchheimer analysis. The key contribution in relation to a similar model in the literature relies in the ability of the proposed model to consider more than two layers with different thicknesses and slopes, so that the existing model becomes a special case of the proposed model herein. In addition, a model assessment methodology based on the Bayesian inverse problem is proposed to efficiently identify the values of the physical parameters for which the proposed model is accurate when compared against a reference model given by MODFLOW-NWT, the open-source finite-difference code by the U.S. Geological Survey. Based on numerical results for a representative case study, the ratio of vertical recharge rate to hydraulic conductivity emerges as a key parameter in terms of model accuracy so that, when appropriately bounded, both the proposed model and MODFLOW-NWT provide almost identical results.
更新日期:2019-11-01

 

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