TY - JOUR
T1 - The use of electrical conductivity measurements in the prediction of hydraulic conductivity of unsaturated soils
AU - Niu, Qifei
AU - Fratta, Dante
AU - Wang, Yu Hsing
N1 - Publisher Copyright:
© 2015 Elsevier B.V.
PY - 2015/3/1
Y1 - 2015/3/1
N2 - Statistical models have been widely used in soil science, hydrogeology and geotechnical engineering to predict the hydraulic conductivity of unsaturated soils. However, no effective method is available yet for the determination of the associated model parameters such as the tortuosity factor q. Considering the analogy between water flow and electrical current flow in a porous medium, in this study, we proposed to improve the predictive capability of statistical models by determining the tortuosity factor q using electrical conductivity (EC) measurements. We first developed a theoretical hydraulic-electrical conductivity (K- EC) relationship for unsaturated soils based on the bundle of capillary tubes model. This K- EC relationship was then used to form a new unsaturated soil EC model, which was verified using published experimental data. The tortuosity factor q can then be determined by fitting the new EC model to soil EC measurements. Experimental data of six soils were used to test the effectiveness of this method and it was shown that the prediction was significantly improved when compared with the one using the commonly suggested value q = 0.5. The associated root-mean-square-deviation (RMSD) between measurements and predictions is only 0.28 when q is obtained by using our proposed method. In contrast, the RMSD is 0.97 when q is simply assumed as 0.5.
AB - Statistical models have been widely used in soil science, hydrogeology and geotechnical engineering to predict the hydraulic conductivity of unsaturated soils. However, no effective method is available yet for the determination of the associated model parameters such as the tortuosity factor q. Considering the analogy between water flow and electrical current flow in a porous medium, in this study, we proposed to improve the predictive capability of statistical models by determining the tortuosity factor q using electrical conductivity (EC) measurements. We first developed a theoretical hydraulic-electrical conductivity (K- EC) relationship for unsaturated soils based on the bundle of capillary tubes model. This K- EC relationship was then used to form a new unsaturated soil EC model, which was verified using published experimental data. The tortuosity factor q can then be determined by fitting the new EC model to soil EC measurements. Experimental data of six soils were used to test the effectiveness of this method and it was shown that the prediction was significantly improved when compared with the one using the commonly suggested value q = 0.5. The associated root-mean-square-deviation (RMSD) between measurements and predictions is only 0.28 when q is obtained by using our proposed method. In contrast, the RMSD is 0.97 when q is simply assumed as 0.5.
KW - Bundle of capillary tubes model
KW - Electrical conductivity
KW - Tortuosity factor
KW - Unsaturated hydraulic conductivity
UR - http://www.scopus.com/inward/record.url?scp=84921529424&partnerID=8YFLogxK
U2 - 10.1016/j.jhydrol.2014.12.055
DO - 10.1016/j.jhydrol.2014.12.055
M3 - Article
AN - SCOPUS:84921529424
SN - 0022-1694
VL - 522
SP - 475
EP - 487
JO - Journal of Hydrology
JF - Journal of Hydrology
ER -