Reliability Study of Soil Resistivity Correlation with Soil Strength Properties

Reliability study can be a very useful decision-making tool in geotechnical problems. Engineering properties of soil obtained from site investigation and laboratory testing are needed to be precise for proper design and successful construction of any structure. Borehole sampling is a common and conv...

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Main Author: Mior Mohd Tahir, Muhammad Hafiz
Format: Final Year Project
Language:English
Published: IRC 2015
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Online Access:http://utpedia.utp.edu.my/18019/1/1.%20Final%20Dissertation%20-%20MUHAMMAD%20HAFIZ%20BIN%20MIOR%20MOHD%20TAHIR%2015464.pdf
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spelling my-utp-utpedia.180192018-08-01T09:33:29Z http://utpedia.utp.edu.my/18019/ Reliability Study of Soil Resistivity Correlation with Soil Strength Properties Mior Mohd Tahir, Muhammad Hafiz TA Engineering (General). Civil engineering (General) Reliability study can be a very useful decision-making tool in geotechnical problems. Engineering properties of soil obtained from site investigation and laboratory testing are needed to be precise for proper design and successful construction of any structure. Borehole sampling is a common and conventional method of soil investigations which are costly, time consuming and destructive. Therefore, an alternative and quick in-situ method for soil properties assessment is needed such as electrical resistivity which is non-destructive and offers a very attractive tool for describing the subsurface properties without digging. The objective of this study is to study the correlation between soil electrical resistivity and soil strength properties. A selected area with various type of soils will be run electrical resistivity using four electrodes Wenner configuration method based on geophysics and soil science standard. Soil samples from boring will be determined for its engineering parameters and separated by soil type which are sand and clay. The analysis data from electrical resistivity will be correlated with soil properties by applying reliability analysis to determine the validity of the correlation value for probabilistic analysis. In this report, reliability analysis is done by using two methods: first, Pearson product-moment correlation coefficient which evaluates the linear relationship between two continuous variables and second, Spearman-rho-ranked-order correlation coefficient which evaluates the monotonic relationship between two continuous or ordinal variables. The Pearson and Spearman correlation can range in value from -1 to 1 to indicating the strength between the two variables. For sand, the highest correlation established was when lab resistivity correlated with pH. The regression, R2, Pearson correlation, r and Spearman correlation, rs are 0.236, -0.485 and -0.562 respectively. For clay, the highest correlation established was when lab resistivity correlated with moisture content. The regression, R2, Pearson correlation, r and Spearman correlation, rs are 0.369, -0.608 and -0.779 respectively. In conclusion, the findings of this research will helps to design more efficient management through applying simple instrument and equipment for soil investigation instead of using actual physical parameters. IRC 2015-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/18019/1/1.%20Final%20Dissertation%20-%20MUHAMMAD%20HAFIZ%20BIN%20MIOR%20MOHD%20TAHIR%2015464.pdf Mior Mohd Tahir, Muhammad Hafiz (2015) Reliability Study of Soil Resistivity Correlation with Soil Strength Properties. IRC, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Mior Mohd Tahir, Muhammad Hafiz
Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
description Reliability study can be a very useful decision-making tool in geotechnical problems. Engineering properties of soil obtained from site investigation and laboratory testing are needed to be precise for proper design and successful construction of any structure. Borehole sampling is a common and conventional method of soil investigations which are costly, time consuming and destructive. Therefore, an alternative and quick in-situ method for soil properties assessment is needed such as electrical resistivity which is non-destructive and offers a very attractive tool for describing the subsurface properties without digging. The objective of this study is to study the correlation between soil electrical resistivity and soil strength properties. A selected area with various type of soils will be run electrical resistivity using four electrodes Wenner configuration method based on geophysics and soil science standard. Soil samples from boring will be determined for its engineering parameters and separated by soil type which are sand and clay. The analysis data from electrical resistivity will be correlated with soil properties by applying reliability analysis to determine the validity of the correlation value for probabilistic analysis. In this report, reliability analysis is done by using two methods: first, Pearson product-moment correlation coefficient which evaluates the linear relationship between two continuous variables and second, Spearman-rho-ranked-order correlation coefficient which evaluates the monotonic relationship between two continuous or ordinal variables. The Pearson and Spearman correlation can range in value from -1 to 1 to indicating the strength between the two variables. For sand, the highest correlation established was when lab resistivity correlated with pH. The regression, R2, Pearson correlation, r and Spearman correlation, rs are 0.236, -0.485 and -0.562 respectively. For clay, the highest correlation established was when lab resistivity correlated with moisture content. The regression, R2, Pearson correlation, r and Spearman correlation, rs are 0.369, -0.608 and -0.779 respectively. In conclusion, the findings of this research will helps to design more efficient management through applying simple instrument and equipment for soil investigation instead of using actual physical parameters.
format Final Year Project
author Mior Mohd Tahir, Muhammad Hafiz
author_facet Mior Mohd Tahir, Muhammad Hafiz
author_sort Mior Mohd Tahir, Muhammad Hafiz
title Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
title_short Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
title_full Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
title_fullStr Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
title_full_unstemmed Reliability Study of Soil Resistivity Correlation with Soil Strength Properties
title_sort reliability study of soil resistivity correlation with soil strength properties
publisher IRC
publishDate 2015
url http://utpedia.utp.edu.my/18019/1/1.%20Final%20Dissertation%20-%20MUHAMMAD%20HAFIZ%20BIN%20MIOR%20MOHD%20TAHIR%2015464.pdf
http://utpedia.utp.edu.my/18019/
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score 13.211869