Cover Image

A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil

The Beluran-Telupid road is notoriously known for its deterioration which sits on Garinono Formation soil and is rich with argillaceous melange. This contributed to inconvenience to motorists apart from being perilous when the subgrade of the road starts to degrade. A geographically weighted regress...

Full description

Saved in:
Bibliographic Details
Main Authors: J Pirah, R. Roslee, Lillian Gungat, J. Lozitin, Noor Sheena Herayani Harith
Format: Article
Language:English
English
Published: Penerbit UTHM 2023
Subjects:
T1-995 Technology (General)
TA703-712 Engineering geology. Rock mechanics. Soil mechanics. Underground construction
Online Access:https://eprints.ums.edu.my/id/eprint/38694/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/38694/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/38694/
https://doi.org/10.30880/ijscet.2023.14.05.032
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.ums.eprints.38694
record_format eprints
spelling my.ums.eprints.386942024-05-24T01:18:24Z https://eprints.ums.edu.my/id/eprint/38694/ A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil J Pirah R. Roslee Lillian Gungat J. Lozitin Noor Sheena Herayani Harith T1-995 Technology (General) TA703-712 Engineering geology. Rock mechanics. Soil mechanics. Underground construction The Beluran-Telupid road is notoriously known for its deterioration which sits on Garinono Formation soil and is rich with argillaceous melange. This contributed to inconvenience to motorists apart from being perilous when the subgrade of the road starts to degrade. A geographically weighted regression kriging was conducted along the road based on 25 samples to generate a swelling potential map. The results from the samples have reaffirmed the argillaceous nature of the soil due to the high composition of fine grains mainly clay, especially at the midsection. Nevertheless, after computation, most of the soils have medium swelling potential. After geographically weighted regression kriging was conducted, certain areas are defined as areas which have high swelling potential. Methodologies in this study increase the chances to validate swelling potentials and reduce the gap which is missing in the construction industry involving public road and geotechnical projects. Penerbit UTHM 2023 Article NonPeerReviewed text en https://eprints.ums.edu.my/id/eprint/38694/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/38694/2/FULL%20TEXT.pdf J Pirah and R. Roslee and Lillian Gungat and J. Lozitin and Noor Sheena Herayani Harith (2023) A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil. International Journal of Sustainable Construction Engineering and Technology, 14 (5). pp. 384-398. ISSN 2180-3242 https://doi.org/10.30880/ijscet.2023.14.05.032
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 T1-995 Technology (General)
TA703-712 Engineering geology. Rock mechanics. Soil mechanics. Underground construction
spellingShingle T1-995 Technology (General)
TA703-712 Engineering geology. Rock mechanics. Soil mechanics. Underground construction
J Pirah
R. Roslee
Lillian Gungat
J. Lozitin
Noor Sheena Herayani Harith
A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
description The Beluran-Telupid road is notoriously known for its deterioration which sits on Garinono Formation soil and is rich with argillaceous melange. This contributed to inconvenience to motorists apart from being perilous when the subgrade of the road starts to degrade. A geographically weighted regression kriging was conducted along the road based on 25 samples to generate a swelling potential map. The results from the samples have reaffirmed the argillaceous nature of the soil due to the high composition of fine grains mainly clay, especially at the midsection. Nevertheless, after computation, most of the soils have medium swelling potential. After geographically weighted regression kriging was conducted, certain areas are defined as areas which have high swelling potential. Methodologies in this study increase the chances to validate swelling potentials and reduce the gap which is missing in the construction industry involving public road and geotechnical projects.
format Article
author J Pirah
R. Roslee
Lillian Gungat
J. Lozitin
Noor Sheena Herayani Harith
author_facet J Pirah
R. Roslee
Lillian Gungat
J. Lozitin
Noor Sheena Herayani Harith
author_sort J Pirah
title A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
title_short A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
title_full A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
title_fullStr A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
title_full_unstemmed A Geographically Weighted Regression Kriging Approach for Mapping Swelling Potential of Garinono Formation Soil
title_sort geographically weighted regression kriging approach for mapping swelling potential of garinono formation soil
publisher Penerbit UTHM
publishDate 2023
url https://eprints.ums.edu.my/id/eprint/38694/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/38694/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/38694/
https://doi.org/10.30880/ijscet.2023.14.05.032
_version_ 1800089064718729216
score 13.211869

Similar Items