Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method

Limited groundwater resources in arid regions have been found polluted for drinking purpose due to the presence of natural minerals and radioactive substances, in the sub-soils, higher than the drinking water quality standards. Municipalities in these regions are spending extensive resources to tran...

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Main Authors: Husnain Haider, Abdul Razzaq Ghumman, Ibrahim Saleh Al-Salamah, Hussein Thabit
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/2/423
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spelling doaj-48841ae15d4a4235833a07744b5379c22020-11-25T01:12:28ZengMDPI AGWater2073-44412020-02-0112242310.3390/w12020423w12020423Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR MethodHusnain Haider0Abdul Razzaq Ghumman1Ibrahim Saleh Al-Salamah2Hussein Thabit3Department of Civil Engineering, College of Engineering, Qassim University, Buraydah, AlQassim 51452, Saudi ArabiaDepartment of Civil Engineering, College of Engineering, Qassim University, Buraydah, AlQassim 51452, Saudi ArabiaDepartment of Civil Engineering, College of Engineering, Qassim University, Buraydah, AlQassim 51452, Saudi ArabiaGraduate Student, Department of Civil Engineering, College of Engineering, Qassim University, Buraydah, AlQassim 51452, Saudi ArabiaLimited groundwater resources in arid regions have been found polluted for drinking purpose due to the presence of natural minerals and radioactive substances, in the sub-soils, higher than the drinking water quality standards. Municipalities in these regions are spending extensive resources to transport (from well fields) and treat this raw water to provide safe water to the community. Regular monitoring of various physical, chemical, and radioactive water quality parameters (WQPs) in raw water generates large datasets, which makes it difficult to come up with convenient findings for both the decision-makers and general public. A hierarchical water quality assessment framework develops three sub-indices, an overall water quality index, and a system for ranking of groundwater wells. Fuzzy analytical hierarchy process (fuzzy-AHP) establishes the importance weights of different WQPs and the sub-indices based on their impacts on human health, treatment processes, distribution system infrastructure, and irrigation applications. Fuzzy VIekriterijumsko KOmpromisno Rangiranje (fuzzy-VIKOR) method aggregates the WQPs’ performance for each well and ranks all the wells in a well field based on their overall pollution levels, i.e., remoteness from the applicable standards. For evaluating the pragmatism of the framework, data of 11 WQPs were obtained for 39 wells operating in three different well fields located along the boundaries and the central part of Buraydah, Qassim, Saudi Arabia. Spatial water quality maps showing physical, chemical, radioactive, and overall water quality assessment results revealed that the oldest well field located in the middle of the city outperforms the other two more recently developed well fields with lesser anthropogenic activities in their catchments. These findings testify that the primary source of contamination in deep aquifers is the natural sub-soil condition. The water quality indices will be useful to demonstrate the current situation of groundwater quality in Qassim Region and will facilitate the decision-makers for defining the intended uses of raw water sources (i.e., drinking, unrestricted irrigation, and restricted irrigation) and rehabilitation and renewal planning of the groundwater wells. The framework is applicable in the Kingdom of Saudi Arabia (KSA), Gulf Region, and elsewhere for groundwater quality assessment with desired modifications.https://www.mdpi.com/2073-4441/12/2/423groundwater quality indexfuzzy ahpfuzzy vikorranking methodmulticriteria analysiswater quality index
collection DOAJ
language English
format Article
sources DOAJ
author Husnain Haider
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
spellingShingle Husnain Haider
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
Water
groundwater quality index
fuzzy ahp
fuzzy vikor
ranking method
multicriteria analysis
water quality index
author_facet Husnain Haider
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
author_sort Husnain Haider
title Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
title_short Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
title_full Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
title_fullStr Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
title_full_unstemmed Assessment Framework for Natural Groundwater Contamination in Arid Regions: Development of Indices and Wells Ranking System Using Fuzzy VIKOR Method
title_sort assessment framework for natural groundwater contamination in arid regions: development of indices and wells ranking system using fuzzy vikor method
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2020-02-01
description Limited groundwater resources in arid regions have been found polluted for drinking purpose due to the presence of natural minerals and radioactive substances, in the sub-soils, higher than the drinking water quality standards. Municipalities in these regions are spending extensive resources to transport (from well fields) and treat this raw water to provide safe water to the community. Regular monitoring of various physical, chemical, and radioactive water quality parameters (WQPs) in raw water generates large datasets, which makes it difficult to come up with convenient findings for both the decision-makers and general public. A hierarchical water quality assessment framework develops three sub-indices, an overall water quality index, and a system for ranking of groundwater wells. Fuzzy analytical hierarchy process (fuzzy-AHP) establishes the importance weights of different WQPs and the sub-indices based on their impacts on human health, treatment processes, distribution system infrastructure, and irrigation applications. Fuzzy VIekriterijumsko KOmpromisno Rangiranje (fuzzy-VIKOR) method aggregates the WQPs’ performance for each well and ranks all the wells in a well field based on their overall pollution levels, i.e., remoteness from the applicable standards. For evaluating the pragmatism of the framework, data of 11 WQPs were obtained for 39 wells operating in three different well fields located along the boundaries and the central part of Buraydah, Qassim, Saudi Arabia. Spatial water quality maps showing physical, chemical, radioactive, and overall water quality assessment results revealed that the oldest well field located in the middle of the city outperforms the other two more recently developed well fields with lesser anthropogenic activities in their catchments. These findings testify that the primary source of contamination in deep aquifers is the natural sub-soil condition. The water quality indices will be useful to demonstrate the current situation of groundwater quality in Qassim Region and will facilitate the decision-makers for defining the intended uses of raw water sources (i.e., drinking, unrestricted irrigation, and restricted irrigation) and rehabilitation and renewal planning of the groundwater wells. The framework is applicable in the Kingdom of Saudi Arabia (KSA), Gulf Region, and elsewhere for groundwater quality assessment with desired modifications.
topic groundwater quality index
fuzzy ahp
fuzzy vikor
ranking method
multicriteria analysis
water quality index
url https://www.mdpi.com/2073-4441/12/2/423
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AT ibrahimsalehalsalamah assessmentframeworkfornaturalgroundwatercontaminationinaridregionsdevelopmentofindicesandwellsrankingsystemusingfuzzyvikormethod
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