Simple and multiple regression models for relationship between electrical resistivity and various soil properties for soil characterization

Siddiqui, F.I. and Osman, S.B.A.B.S. (2013) Simple and multiple regression models for relationship between electrical resistivity and various soil properties for soil characterization. Environmental Earth Sciences, 70 (1). pp. 259-267. ISSN 18666280

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Abstract

Precise determination of engineering properties of soil is essential for proper design and successful construction of any structure. The conventional methods for determination of engineering properties are invasive, costly and time-consuming. Electrical resistivity survey is an attractive tool for delineate subsurface properties without soil disturbance. Reliable correlations between electrical resistivity and other soil properties will enable us to characterize the subsurface soil without borehole sampling. This paper presents the correlations of electrical resistivity with various properties of soil. Soil investigations, field electrical resistivity survey and laboratory electrical resistivity measurements were conducted. The results from electrical resistivity tests (field and laboratory) and laboratory tests were analyzed together to understand the interrelation between electrical resistivity and various soil properties. The test results were evaluated using simple and multiple regression analysis. From the data analysis, significant quantitative and qualitative correlations have been obtained between resistivity and moisture content, friction angle and plasticity index. Weaker correlations have been observed for cohesion, unit weight of soil and effective size (D 10). © 2012 Springer-Verlag Berlin Heidelberg.

Item Type: Article
Additional Information: cited By 48
Uncontrolled Keywords: Electrical resistivity measurements; Electrical resistivity tests; Engineering properties; Multiple regression analysis; Multiple regression model, Cost engineering; Electric conductivity; Nondestructive examination; Regression analysis; Shear strength; Soil testing; Soils, Soil surveys, electrical resistivity; friction; laboratory method; moisture content; multiple regression; numerical model; shear strength; soil analysis; soil profile; soil property
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 15:51
Last Modified: 09 Nov 2023 15:51
URI: https://khub.utp.edu.my/scholars/id/eprint/3491

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