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The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia

Ordinary Kriging (OK) is one of the geostatistical methods, which were used in the variation types of mapping, which related to the soil. Compliment by semi variogram models, OK has become one of the most sought out method for the digital mapping, which applied Geographical Information System (GIS)...

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Main Authors: Mohammad Radzif Taharin, Rodeano Roslee
Format: Article
Language:English
English
Published: International Information and Engineering Technology Association (IIETA) 2021
Subjects:
TA1-2040 Engineering (General). Civil engineering (General)
Online Access:https://eprints.ums.edu.my/id/eprint/31783/1/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia.pdf
https://eprints.ums.edu.my/id/eprint/31783/2/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia1.pdf
https://eprints.ums.edu.my/id/eprint/31783/
https://doi.org/10.18280/ijdne.160506
https://doi.org/10.18280/ijdne.160506
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spelling my.ums.eprints.317832022-02-26T08:08:18Z https://eprints.ums.edu.my/id/eprint/31783/ The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia Mohammad Radzif Taharin Rodeano Roslee TA1-2040 Engineering (General). Civil engineering (General) Ordinary Kriging (OK) is one of the geostatistical methods, which were used in the variation types of mapping, which related to the soil. Compliment by semi variogram models, OK has become one of the most sought out method for the digital mapping, which applied Geographical Information System (GIS) as a main approach. Four semi variogram models, which are spherical, exponential, circular and gaussian would be applied to determine the best model for the mapping purposes, with Root-Mean-Squared Error (RMSE) as a performance indicator. The value of the cohesion and clay percentage will be based according to the related depth. Each semi variogram model will be applied to determine the best model for each depth, whether it is cohesion or clay percentage, and producing a map, as a result. This mapping would be an alternative to the geological mapping, whereby it would show the range of the cohesion and clay percentage values rather than soil types. International Information and Engineering Technology Association (IIETA) 2021 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/31783/1/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia.pdf text en https://eprints.ums.edu.my/id/eprint/31783/2/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia1.pdf Mohammad Radzif Taharin and Rodeano Roslee (2021) The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia. International Journal of Design & Nature and Ecodynamics, 16. pp. 525-530. ISSN 1755-7437 (P-ISSN) , 1755-7445 (E-ISSN) https://doi.org/10.18280/ijdne.160506 https://doi.org/10.18280/ijdne.160506
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic TA1-2040 Engineering (General). Civil engineering (General)
spellingShingle TA1-2040 Engineering (General). Civil engineering (General)
Mohammad Radzif Taharin
Rodeano Roslee
The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
description Ordinary Kriging (OK) is one of the geostatistical methods, which were used in the variation types of mapping, which related to the soil. Compliment by semi variogram models, OK has become one of the most sought out method for the digital mapping, which applied Geographical Information System (GIS) as a main approach. Four semi variogram models, which are spherical, exponential, circular and gaussian would be applied to determine the best model for the mapping purposes, with Root-Mean-Squared Error (RMSE) as a performance indicator. The value of the cohesion and clay percentage will be based according to the related depth. Each semi variogram model will be applied to determine the best model for each depth, whether it is cohesion or clay percentage, and producing a map, as a result. This mapping would be an alternative to the geological mapping, whereby it would show the range of the cohesion and clay percentage values rather than soil types.
format Article
author Mohammad Radzif Taharin
Rodeano Roslee
author_facet Mohammad Radzif Taharin
Rodeano Roslee
author_sort Mohammad Radzif Taharin
title The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
title_short The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
title_full The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
title_fullStr The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
title_full_unstemmed The Application of Semi Variogram and Ordinary Kriging in Determining the Cohesion and Clay Percentage Distribution in Hilly Area of Sabah, Malaysia
title_sort application of semi variogram and ordinary kriging in determining the cohesion and clay percentage distribution in hilly area of sabah, malaysia
publisher International Information and Engineering Technology Association (IIETA)
publishDate 2021
url https://eprints.ums.edu.my/id/eprint/31783/1/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia.pdf
https://eprints.ums.edu.my/id/eprint/31783/2/The%20Application%20of%20Semi%20Variogram%20and%20Ordinary%20Kriging%20in%20Determining%20the%20Cohesion%20and%20Clay%20Percentage%20Distribution%20in%20Hilly%20Area%20of%20Sabah%2C%20Malaysia1.pdf
https://eprints.ums.edu.my/id/eprint/31783/
https://doi.org/10.18280/ijdne.160506
https://doi.org/10.18280/ijdne.160506
_version_ 1760230938147553280
score 13.211869

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