Cargando…

Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia

Rapid urbanization and industrial development in the Langat Basin has disturbed the groundwater quality. The populations’ reliance on groundwater sources may induce possible risks to human health such as cancer and endocrine dysfunction. This study aims to determine the groundwater quality of an urb...

Descripción completa

Detalles Bibliográficos
Autores principales: Zainol, Nur Fatihah Mohamad, Zainuddin, Azim Haziq, Looi, Ley Juen, Aris, Ahmad Zaharin, Isa, Noorain Mohd, Sefie, Anuar, Ku Yusof, Ku Mohd Kalkausar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198349/
https://www.ncbi.nlm.nih.gov/pubmed/34071804
http://dx.doi.org/10.3390/ijerph18115733
_version_ 1783707117145817088
author Zainol, Nur Fatihah Mohamad
Zainuddin, Azim Haziq
Looi, Ley Juen
Aris, Ahmad Zaharin
Isa, Noorain Mohd
Sefie, Anuar
Ku Yusof, Ku Mohd Kalkausar
author_facet Zainol, Nur Fatihah Mohamad
Zainuddin, Azim Haziq
Looi, Ley Juen
Aris, Ahmad Zaharin
Isa, Noorain Mohd
Sefie, Anuar
Ku Yusof, Ku Mohd Kalkausar
author_sort Zainol, Nur Fatihah Mohamad
collection PubMed
description Rapid urbanization and industrial development in the Langat Basin has disturbed the groundwater quality. The populations’ reliance on groundwater sources may induce possible risks to human health such as cancer and endocrine dysfunction. This study aims to determine the groundwater quality of an urbanized basin through 24 studied hydrochemical parameters from 45 groundwater samples obtained from 15 different sampling stations by employing integrated multivariate analysis. The abundance of the major ions was in the following order: bicarbonate (HCO(3)(−)) > chloride (Cl(−)) > sodium (Na(+)) > sulphate (SO(4)(2−)) > calcium (Ca(2+)) > potassium (K(+)) > magnesium (Mg(2+)). Heavy metal dominance was in the following order: Fe > Mn > Zn > As > Hg > Pb > Ni > Cu > Cd > Se > Sr. Classification of the groundwater facies indicated that the studied groundwater belongs to the Na-Cl with saline water type and Na-HCO(3) with mix water type characteristics. The saline water type characteristics are derived from agricultural activities, while the mixed water types occur from water–rock interaction. Multivariate analysis performance suggests that industrial, agricultural, and weathering activities have contributed to groundwater contamination. The study will help in the understanding of the groundwater quality issue and serve as a reference for other basins with similar characteristics.
format Online
Article
Text
id pubmed-8198349
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-81983492021-06-14 Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia Zainol, Nur Fatihah Mohamad Zainuddin, Azim Haziq Looi, Ley Juen Aris, Ahmad Zaharin Isa, Noorain Mohd Sefie, Anuar Ku Yusof, Ku Mohd Kalkausar Int J Environ Res Public Health Article Rapid urbanization and industrial development in the Langat Basin has disturbed the groundwater quality. The populations’ reliance on groundwater sources may induce possible risks to human health such as cancer and endocrine dysfunction. This study aims to determine the groundwater quality of an urbanized basin through 24 studied hydrochemical parameters from 45 groundwater samples obtained from 15 different sampling stations by employing integrated multivariate analysis. The abundance of the major ions was in the following order: bicarbonate (HCO(3)(−)) > chloride (Cl(−)) > sodium (Na(+)) > sulphate (SO(4)(2−)) > calcium (Ca(2+)) > potassium (K(+)) > magnesium (Mg(2+)). Heavy metal dominance was in the following order: Fe > Mn > Zn > As > Hg > Pb > Ni > Cu > Cd > Se > Sr. Classification of the groundwater facies indicated that the studied groundwater belongs to the Na-Cl with saline water type and Na-HCO(3) with mix water type characteristics. The saline water type characteristics are derived from agricultural activities, while the mixed water types occur from water–rock interaction. Multivariate analysis performance suggests that industrial, agricultural, and weathering activities have contributed to groundwater contamination. The study will help in the understanding of the groundwater quality issue and serve as a reference for other basins with similar characteristics. MDPI 2021-05-27 /pmc/articles/PMC8198349/ /pubmed/34071804 http://dx.doi.org/10.3390/ijerph18115733 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zainol, Nur Fatihah Mohamad
Zainuddin, Azim Haziq
Looi, Ley Juen
Aris, Ahmad Zaharin
Isa, Noorain Mohd
Sefie, Anuar
Ku Yusof, Ku Mohd Kalkausar
Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title_full Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title_fullStr Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title_full_unstemmed Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title_short Spatial Analysis of Groundwater Hydrochemistry through Integrated Multivariate Analysis: A Case Study in the Urbanized Langat Basin, Malaysia
title_sort spatial analysis of groundwater hydrochemistry through integrated multivariate analysis: a case study in the urbanized langat basin, malaysia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198349/
https://www.ncbi.nlm.nih.gov/pubmed/34071804
http://dx.doi.org/10.3390/ijerph18115733
work_keys_str_mv AT zainolnurfatihahmohamad spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT zainuddinazimhaziq spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT looileyjuen spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT arisahmadzaharin spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT isanoorainmohd spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT sefieanuar spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia
AT kuyusofkumohdkalkausar spatialanalysisofgroundwaterhydrochemistrythroughintegratedmultivariateanalysisacasestudyintheurbanizedlangatbasinmalaysia