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

机译:电阻率与各种土壤特性之间关系的简单多元回归模型用于土壤表征

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摘要

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).
机译:准确确定土壤的工程特性对于正确设计和成功构造任何结构至关重要。用于确定工程性质的常规方法是侵入性的,昂贵的和费时的。电阻率测量是一种在不引起土壤干扰的情况下描绘地下特性的有吸引力的工具。电阻率与其他土壤特性之间的可靠关联将使我们无需钻孔即可表征地下土壤。本文介绍了电阻率与土壤各种特性之间的关系。进行了土壤调查,现场电阻率调查和实验室电阻率测量。对电阻率测试(现场和实验室)和实验室测试的结果进行了分析,以了解电阻率与各种土壤特性之间的相互关系。使用简单多元回归分析评估测试结果。通过数据分析,在电阻率和水分含量,摩擦角和可塑性指数之间获得了重要的数量和质量相关性。对于内聚力,土壤单位重量和有效尺寸,已经观察到较弱的相关性(D_(10)。

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