Exploring Groundwater Quality Assessment: A Geostatistical and Integrated Water Quality Indices Perspective
Author:
Masood Muhammad Umer1, Rashid Muhammad23ORCID, Haider Saif23ORCID, Naz Iram23, Pande Chaitanya B.345ORCID, Heddam Salim6ORCID, Alshehri Fahad3, Elkhrachy Ismail7ORCID, Ahsan Amimul89ORCID, Sammen Saad Sh.10ORCID
Affiliation:
1. Geological Engineering Department, Montana Technological University, Butte, MT 59701, USA 2. Centre of Excellence in Water Resources Engineering, University of Engineering and Technology, Lahore 54890, Pakistan 3. Abdullah Alrushaid Chair for Earth Science Remote Sensing Research, Geology and Geophysics Department, King Saud University, Riyadh 11451, Saudi Arabia 4. New Era and Development in Civil Engineering Research Group, Scientific Research Center, Al-Ayen University, Nasiriyah 64001, Thi-Qar, Iraq 5. Institute of Energy Infrastructure, Universiti Tenaga Nasional, Kajang 43000, Malaysia 6. Faculty of Science, Agronomy Department, Hydraulics Division, University 20 Août 1955 Skikda, Route EL HADAIK, BP 26, Skikda 21000, Algeria 7. Civil Engineering Department, College of Engineering, Najran University, King Abdulaziz Road, Najran 66454, Saudi Arabia 8. Department of Civil and Environmental Engineering, Islamic University of Technology (IUT), Gazipur 1704, Bangladesh 9. Department of Civil and Construction Engineering, Swinburne University of Technology, Melbourne, VIC 3122, Australia 10. Department of Civil Engineering, College of Engineering, University of Diyala, Baqubah 10047, Diyala Governorate, Iraq
Abstract
Groundwater is an important source of freshwater. At the same time, anthropogenic activities, in particular, industrialization, urbanization, population growth, and excessive application of fertilizers, are some of the major reasons for groundwater quality deterioration. Therefore, the present study is conducted to evaluate groundwater quality by using integrated water quality indices and a geospatial approach to identify the different water quality zones and propose management strategies for the improvement of groundwater quality. Groundwater quality was evaluated through the physicochemical parameters (pH, chloride (Cl−), fluoride(F−), iron (Fe−2), nitrate (NO3−1), nitrite (NO2), arsenic (As), total hardness, bicarbonate (HCO3−), calcium (Ca+2), magnesium (Mg+2), color, taste, turbidity, total dissolved solids (TDS)) and microbiological parameters including total coliforms, fecal coliforms, and Escherichia coli of samples collected from the water and sanitation agency (WASA) and urban units. Irrigation parameters crucial to the assessment, including (electrical conductivity (EC), residual sodium carbonates (RSC), and sodium adsorption ratio (SAR)), were also collected at more than 1100 sites within the study area of upper and central Punjab. After collecting the data of physicochemical parameters, the analysis of data was initiated to compute the water quality index for groundwater quality, a four-step protocol in which the Analytical Hierarchy Process (AHP) was used to determine the weights of selected parameters by generating a pairwise matrix, on the relative importance of parameters using the Satty scale. The index was then classified into five classes for quality assessment of drinking water (excellent, good, medium, bad, and very bad) and four classes for irrigation water quality assessment (excellent, good, permissible, and unsuitable). After computing the index values for drinking as well as irrigation purposes, the values were interpolated, and various maps were developed to identify the status of groundwater quality in different zones of the study area. Mitigation strategies for water pollution involve source control, such as monitoring industrial discharge points and managing waste properly. Additionally, treating wastewater through primary, secondary, or tertiary stages significantly improves water quality, reducing contaminants like heavy metals, microbiological agents, and chemical ions, safeguarding water resources. The findings highlight significant regional variations in water quality issues, with heavy metal concerns concentrated notably in Lahore and widespread emerging microbiological contamination across all studied divisions. This suggests a systemic problem linked to untreated industrial effluents and poorly managed sewerage systems. The computed indices for the Lahore, Sargodha, and Rawalpindi divisions indicate water quality ranging from marginal to unfit, underscoring the urgency for remediation. Conversely, other divisions fall within a medium class, potentially suitable for drinking purposes. Notably, microbiological contamination at 27% poses a major challenge for water supply agencies, emphasizing the critical need for pre-disposal primary, secondary, and tertiary treatments. These treatments could potentially rehabilitate 9%, 35%, and 41% of the study area, respectively, pointing toward tangible, scalable solutions critical for safeguarding broader water resources and public health. With the current pace of water quality deterioration, access to drinking water is a major problem for the public. The government should prioritize implementing strict monitoring mechanisms for industrial effluent discharge, emphasizing proper waste management to curb groundwater contamination. Establishing comprehensive pre-disposal treatments, especially primary, secondary, and tertiary stages, is imperative to address the prevalent heavy metal and microbiological issues, potentially rehabilitating up to 41% of affected areas. Additionally, creating proactive policies and allocating resources for sustainable groundwater management are crucial steps for ensuring broader water resource security and public health in the face of deteriorating water quality. Therefore, urgent regional action is needed to address escalating anthropogenic threats to groundwater, emphasizing the crucial need for proactive measures to safeguard public health and ensure sustainable water resources.
Funder
Deputyship for Research & Innovation, Ministry of Education in Saudi Arabia
Subject
Water Science and Technology,Aquatic Science,Geography, Planning and Development,Biochemistry
Reference153 articles.
1. Foster, S., Hirata, R., Gomes, D., D’Elia, M., and Paris, M. (2002). Groundwater Quality Protection: A Guide for Water Utilities, Municipal Authorities, and Environment Agencies, The World Bank Group. World Bank Publications. 2. Geochemical and Isotopic Signatures for the Identification of Seawater Intrusion in an Alluvial Aquifer;Nair;J. Earth Syst. Sci.,2015 3. Integrated Approach for the Investigation of Groundwater Quality Using Hydrochemical and Geostatistical Analyses in Wadi Fatimah, Western Saudi Arabia;Alshehri;Front. Earth Sci.,2023 4. Bartram, J., and Ballance, R. (1996). Water Quality Monitoring: A Practical Guide to the Design and Implementation of Freshwater Quality Studies and Monitoring Programmes, CRC Press. 5. Deep Learning Based Modeling of Groundwater Storage Change;Haq;Comput. Mater. Contin.,2021
Cited by
5 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
|
|