Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index

Abstract Groundwater is a major source for the water supply of households in the mining‐intensive area of Khibiny Alkaline Massif, Kola Peninsula, in the Arctic. There are an increasing number of signs of groundwater quality deterioration in the area caused by the presence of elevated aluminum conce...

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Published in:The Canadian Journal of Chemical Engineering
Main Authors: Popugaeva, Daria, Kreyman, Konstantin, Ray, Ajay K.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2019
Subjects:
Online Access:http://dx.doi.org/10.1002/cjce.23601
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spelling crwiley:10.1002/cjce.23601 2024-06-02T08:02:23+00:00 Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index Popugaeva, Daria Kreyman, Konstantin Ray, Ajay K. 2019 http://dx.doi.org/10.1002/cjce.23601 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fcjce.23601 https://onlinelibrary.wiley.com/doi/pdf/10.1002/cjce.23601 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/cjce.23601 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor The Canadian Journal of Chemical Engineering volume 98, issue 1, page 205-212 ISSN 0008-4034 1939-019X journal-article 2019 crwiley https://doi.org/10.1002/cjce.23601 2024-05-03T11:10:17Z Abstract Groundwater is a major source for the water supply of households in the mining‐intensive area of Khibiny Alkaline Massif, Kola Peninsula, in the Arctic. There are an increasing number of signs of groundwater quality deterioration in the area caused by the presence of elevated aluminum concentrations. Groundwater quality studies using univariate and multivariate statistical methods and the Water Quality Index were conducted to analyze a field dataset including 12 groundwater quality parameters monitored between 1999 and 2012. Descriptive statistics showed that the monitored water did not meet the established drinking water standards for aluminum concentration and pH level. The calculated Spearman correlation coefficient matrix revealed statistically significant associations (α‐level = .05) between Al concentrations and pH values, concentrations of SO 4 2− , NO 3 − , Cl − , and TDS. Factor analysis using the principal component analysis extraction method (FA/PCA) identified four major influencing factors. Altogether the factors captured 67.53% of the dataset total variance. The outcomes of the hierarchical cluster analysis (HCA) revealed that the 12 monitored groundwater quality parameters can be grouped into three clusters where the concentration of Al and pH level formed a separate cluster. The calculated score values of the Canadian Council of Ministers of the Environment Water Quality Index indicated a deterioration of groundwater quality over the monitoring period. Article in Journal/Newspaper Arctic kola peninsula Wiley Online Library Arctic Khibiny ENVELOPE(33.210,33.210,67.679,67.679) Kola Peninsula The Canadian Journal of Chemical Engineering 98 1 205 212
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Groundwater is a major source for the water supply of households in the mining‐intensive area of Khibiny Alkaline Massif, Kola Peninsula, in the Arctic. There are an increasing number of signs of groundwater quality deterioration in the area caused by the presence of elevated aluminum concentrations. Groundwater quality studies using univariate and multivariate statistical methods and the Water Quality Index were conducted to analyze a field dataset including 12 groundwater quality parameters monitored between 1999 and 2012. Descriptive statistics showed that the monitored water did not meet the established drinking water standards for aluminum concentration and pH level. The calculated Spearman correlation coefficient matrix revealed statistically significant associations (α‐level = .05) between Al concentrations and pH values, concentrations of SO 4 2− , NO 3 − , Cl − , and TDS. Factor analysis using the principal component analysis extraction method (FA/PCA) identified four major influencing factors. Altogether the factors captured 67.53% of the dataset total variance. The outcomes of the hierarchical cluster analysis (HCA) revealed that the 12 monitored groundwater quality parameters can be grouped into three clusters where the concentration of Al and pH level formed a separate cluster. The calculated score values of the Canadian Council of Ministers of the Environment Water Quality Index indicated a deterioration of groundwater quality over the monitoring period.
format Article in Journal/Newspaper
author Popugaeva, Daria
Kreyman, Konstantin
Ray, Ajay K.
spellingShingle Popugaeva, Daria
Kreyman, Konstantin
Ray, Ajay K.
Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
author_facet Popugaeva, Daria
Kreyman, Konstantin
Ray, Ajay K.
author_sort Popugaeva, Daria
title Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
title_short Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
title_full Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
title_fullStr Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
title_full_unstemmed Assessment of Khibiny Alkaline Massif groundwater quality using statistical methods and water quality index
title_sort assessment of khibiny alkaline massif groundwater quality using statistical methods and water quality index
publisher Wiley
publishDate 2019
url http://dx.doi.org/10.1002/cjce.23601
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fcjce.23601
https://onlinelibrary.wiley.com/doi/pdf/10.1002/cjce.23601
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/cjce.23601
long_lat ENVELOPE(33.210,33.210,67.679,67.679)
geographic Arctic
Khibiny
Kola Peninsula
geographic_facet Arctic
Khibiny
Kola Peninsula
genre Arctic
kola peninsula
genre_facet Arctic
kola peninsula
op_source The Canadian Journal of Chemical Engineering
volume 98, issue 1, page 205-212
ISSN 0008-4034 1939-019X
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/cjce.23601
container_title The Canadian Journal of Chemical Engineering
container_volume 98
container_issue 1
container_start_page 205
op_container_end_page 212
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