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An evaluation of drinking water quality in five wells in Sebha city, Libya, using a water quality index and multivariate analysis

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Abstract

Sebha city is situated on Southwest Libya’s north edge of the Murzuk basin. Groundwater is the sole source of drinking water. Therefore, assessing its quality for drinking is an essential step. This study was conducted in 2019 to investigate the water quality of different locations in the city. Collected water samples were analyzed for major cations and anions as well as the physicochemical parameters such as pH, electrical conductivity (EC), total dissolved solids (TDS), and total hardness (TH) using conventional standard methods. Water suitability for drinking is based on EC, TDS, and the water quality index (WQI). The abundance of the major ions was as follows: CI  > K+  > SO4−−  > Na+  > Ca++  > NO3  > Mg++  > HCO3, their concentrations were higher than the permissible limits of WHO and Libyan Standards, except in the wells of Alnaserya and Hejara. The TDS levels varied from 1400 to 3704 mg/L, suggesting that the water is mildly salty. The EC ranged from 2188 to 5632 μS/cm, indicating that the water is slight to moderately mineralized. According to the WQI, the water in Hejara and Alnaserya is of good quality, whereas in Sahba, Abedalkafi, and Aljaded, it is of poor quality. Principal component analysis (PCA) exhibited three major components of the factor analysis that accounted for 98.079% of the total variance. The key factors impacting groundwater quality are natural mineral dissolution, weathering of the carbonate system, and anthropogenic activities. Therefore, we deduce that water quality varies across Sebha city’s wells.

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Data availability

The data presented in this study are available on request from the corresponding author.

References

  • Abd El-Aziz SH (2017) Evaluation of groundwater quality for drinking and irrigation purposes in the north-western area of Libya (Aligeelat). Environ Earth Sci 76:147. https://doi.org/10.1007/s12665-017-6421-3

    Article  Google Scholar 

  • Abdelrhem IM, Rashid K, Ismail A (2008) Integrated groundwater management for great man-made river project in Libya. Eur J Sci Res 22(4):562–569

    Google Scholar 

  • Abdudayem A, Scott AHS (2014) Water infrastructure in Libya and the water situation in agriculture in the Jefara region of Libya. Afr J Eco Sustain Dev 3(1):33–64

    Article  Google Scholar 

  • Ageena I, Froja N (2019) Temporal and spatial Analysis of Evapotranspiration in Libya. Libyan J of Agri 24(2):15–26

    Google Scholar 

  • Ahmida NHS, Buaisha M, Ahmida MHS (2016) Assessment of groundwater quality in Shebha region, Benghazi-Libya and its suitability for drinking and domestic purposes. Arch Appl Sci Res 8(7):4–11

    Google Scholar 

  • Akoteyon IS (2015) Identifying processes of groundwater chemistry in parts of Lagos, Nigeria. Carpathian J Earth Environ Sci 10(2):95–106

    Google Scholar 

  • Alfarrah N, Hweesh A, Van Camp M, Walraevens K (2016) Groundwater flow and chemistry of the oases of Al Wahat. NE Libya Environ Earth Sci 75:985. https://doi.org/10.1007/s12665-016-5796-x

    Article  Google Scholar 

  • Alfarrah N, Berhane G, Bakundukize C, Walraevens K (2017) Degradation of groundwater quality in coastal aquifer of Sabratah area. NW Libya Environ Earth Sci 76:664. https://doi.org/10.1007/s12665-017-6999-5

    Article  Google Scholar 

  • Al-Hadithi M (2012) Application of water quality index to assess suitability of groundwater quality for drinking purposes in Ratmao -Pathri Rao watershed, Haridwar District. India Am J Sci Ind Res 3(6):395–402

    Google Scholar 

  • Alobaidy AHMJ, Abid HS, Maulood BK (2010) Application of water quality index for assessment of Dokan Lake ecosystem, Kurdistan Region, Iraq. J Water Resour Protect 2:792–798

    Article  Google Scholar 

  • Al-Tamimi R, Alaswd AM (2014) Suitability assessment of deep wells water for drinking and domestic uses in Al-bewaness region, south of Libya. Int J of Current Res 6(11):9997–10003. https://doi.org/10.1007/s00468-003-0245-3

    Article  Google Scholar 

  • Amlin NM, Rood SB (2003) Drought stress and recovery of riparian cottonwoods due to water table alteration along Willow Creek, Alberta. Trees – Structure and Function 17:351–358. https://doi.org/10.1007/s00468-003-0245-3

  • APHA (1995) Standard methods for the examination of water and waste water, 19th edn. American Public Health Association, Washington DC, pp 1–467

    Google Scholar 

  • Belkhiri L, Narany TS (2015) Using multivariate statistical analysis, geostatistical techniques and structural equation modeling to identify spatial variability of groundwater quality. Water Resour Manag 29:2073–2089. https://doi.org/10.1007/s11269-015-0929-7

    Article  Google Scholar 

  • Bishnoi M, Malik R (2008) Ground water quality in environmentally degraded localities of Panipat city. India J Environ Biol 29(6):881–886

    Google Scholar 

  • Bozdağ A, Göçcmez G (2013) Evaluation of groundwater quality in the Cihanbeyli basin, Konya, Central Anatolia, Turkey. Environ Earth Sci 69:921–937

  • Brika, B (2018) Water resources and desalination in Libya: a review. Proceedings 2:586. https://doi.org/10.3390/proceedings2110586

  • Chapagain SK, Pandey VP, Shrestha S, Nakamura T, Kazama F (2010) Assessment of deep groundwater quality in Kathmandu Valley using multivariate statistical techniques. Water Air Soil Pollut 210:277–288. https://doi.org/10.1007/s11270-009-0249-8

    Article  Google Scholar 

  • Chaurasia AK, Pandey HK, Tiwari SK, Prakash R, Pandey P, Ram A (2018) Groundwater quality assessment using water quality index (WQI) in parts of Varanasi District, Uttar Pradesh, India. J Geol Soc India 92:76–82. https://doi.org/10.1007/s12594-018-0955-1

    Article  Google Scholar 

  • Chen K, Jiao JJ, Huang J, Huang R (2007) Multivariate statistical evaluation of trace elements in groundwater in a coastal area in Shenzhen. China Environmental Pollution 147(3):771–780

    Article  Google Scholar 

  • Detay M, Carpenter M (1997) Water wells: implementation, maintenance and restoration. Wiley, London

    Google Scholar 

  • Esmaeili A, Moore F (2012) Hydrogeochemical assessment of groundwater in Isfahan province. Iran Environ Earth Sci 67:107–120

    Article  Google Scholar 

  • Fianko JR, Osae S, Adomako D, Achel DG (2009) Relationship between land use and groundwater quality in six districts in the eastern region of Ghana. Environ Monit Assess 153:139–146

    Article  Google Scholar 

  • Fianko JR, Nartey VK, Donkor A (2010) The hydrochemistry of groundwater in rural communities within the Tema Disrict, Ghana. Environ Monit Assess 168:441–449

    Article  Google Scholar 

  • Forina M, Armanino C, Raggio V (2002) Clustering with dendrograms on interpretation variables. Anal Chim Acta 454:13–19

    Article  Google Scholar 

  • Ganyaglo SY, Banoeng-Yakubo B, Osae S, Dampare SB, Fianko JR (2010) Water quality assessment of groundwater in some rock types in parts of the eastern region of Ghana. Environ Earth Sci 62:1055–1069

    Article  Google Scholar 

  • Ghalib HB (2017) Groundwater chemistry evaluation for drinking and irrigation utilities in east Wasit province, Central Iraq. Appl Water Sci 7:3447–3467

    Article  Google Scholar 

  • Gulgundi MS, Shetty A (2018) Groundwater quality assessment of urban Bengaluru using multivariate statistical techniques. Appl Water Sci 8:43. https://doi.org/10.1007/s13201-018-0684-z

    Article  Google Scholar 

  • Hamad JRJ, Yaacob WZ, Omran A (2021) Quality assessment of groundwater resources in the city of Al-Marj, Libya. Processes 9:154. https://doi.org/10.3390/pr9010154

    Article  Google Scholar 

  • Hamzaoui-Azaza F, Ketata M, Bouhlila R, Gueddari M, Riberio L (2011) Hydrogeochemical characteristics and assessment of drinking water quality in Zeuss-Koutine aquifer, southeastern Tunisia. Environ Monit Assess 174:283–298

    Article  Google Scholar 

  • Helweg OJ (2000) Water for a growing population: Water supply and groundwater issues in develo** countries. Water Int 25:33–39

    Article  Google Scholar 

  • Ibeda A, Abosith MF, Alemad A, Elkharrim K, Belghyti D (2013) Physicochemical quality of Murzuq groundwater Sabha, Libya. WIT Trans Ecol Environ 178:225–239. https://doi.org/10.2495/13WS0191

    Article  Google Scholar 

  • Jain CK, Bandyopadhyay A, Bhadra AA (2009) Assessment of groundwater quality for drinking purpose, District Nainital Uttarakhand, India. Environ Monit Assess 166:663–676. https://doi.org/10.1007/s10661-009-1031-5

    Article  Google Scholar 

  • Jat MK, Khare D, Garg PK (2009) Urbanization and its impact on groundwater: a remote sensing and GIS-based assessment approach. Environmentalist 29(1):17–32. https://doi.org/10.1007/s10669-008-9176-2

    Article  Google Scholar 

  • Jena V, Sinha D (2017) Physicochemical analysis of ground water of selected areas of Raipur city. J Sci Res 13(1):61–65

    Google Scholar 

  • Kaur L, Rishi MS, Sharma S, Sharma B, Lata R, Singh G (2019) Hydrogeochemical characterization of groundwater in alluvial plains of river Yamuna in northern India: An insight of controlling processes. J King Saud Univ Sci 31(4):1245–1253

    Article  Google Scholar 

  • Kaur T, Bhardwaj R, Arora S (2017) Assessment of groundwater quality for drinking and irrigation purposes using hydrochemical studies in Malwa region, southwestern part of Punjab, India. Appl Water Sci 7:3301–3316. https://doi.org/10.1007/s13201-016-0476-2

  • Khelif S, Boudoukha A (2018) Multivariate statistical characterization of groundwater quality in Fesdis, East of Algeria. J Water Land Dev 37(IV–VI):65–74

    Article  Google Scholar 

  • Khudair BH (2013) Assessment of water quality index and water suitability of the Tigris River for drinking water within Baghdad City, Iraq. J Eng 6(19):764–774

    Google Scholar 

  • Kincaid DW, Findlay SEG (2009) Sources of elevated chloride in local streams: groundwater and soils as potential reservoirs. Water Air Soil Pollut 203:335–342. https://doi.org/10.1007/s11270-009-0016-x

    Article  Google Scholar 

  • Kudoda AM, Abdalla E (2015) Hydrochemical characterization of the main aquifers in Khartoum, the capital city of Sudan. Environ Earth Sci 74:4771–4786

    Article  Google Scholar 

  • Kumar M, Kumari K, Ramanathan AL, Saxena R (2007) A comparative evaluation of groundwater suitability for irrigation and drinking purposes in two intensively cultivated districts of Punjab, India. Environ Geol 53:553–574

    Article  Google Scholar 

  • Lepure S, Meffe R, Carreño F, Rasines RL, De Bustamante I (2014) Geochemical, geological and hydrological influence on ostracod assemblage’s distribution in the hyporheic zone of two Mediterranean rivers in central Spain. Int Rev Hydrobiol 99(6):435–449

    Article  Google Scholar 

  • Libyan National Center for Standardization and Metrology (LNCSM) (1992) Libyan Standards Legislation for Drinking Water” No. 82

  • Loizidou M, Kapetanios EG (1993) Effect of leachate from landfills on underground quality. Sci Total Environ 128:69–81

    Article  Google Scholar 

  • MacDonald AM, Bonsor HC, Dochartaigh O, Taylor RG (2012) Quantitative maps of groundwater resources in Africa. Environ Res Lett 7(2):7. https://doi.org/10.1088/1748-9326/7/2/024009

    Article  Google Scholar 

  • Marghade D, Malpe DB, Zade AB (2010) Geochemical characterization of groundwater from northeastern part of Nagpur urban. Central India Environ Earth Sci 62(7):1419–1430

    Article  Google Scholar 

  • Miranzadeh MB, Hassanzadeh M, Dehqan S (2011) Determination of total dissolved solid (TDS), nitrate and fluoride in 24 brands of Iranian bottled waters. Inter J Phys Sci 6(22):5128–5132

    Google Scholar 

  • Mustapha A, Aris AZ (2012) Multivariate statistical analysis and environmental modeling of heavy metals pollution by industries. Pol J Environ Stud 21(5):1359–1367

    Google Scholar 

  • Nair GA, Bohjuari JA, Al-Mariami MA, Attia FA, El-Toumi F (2006) Groundwater quality of north-east Libya. J of Environ Bio 27(4):695–700

    Google Scholar 

  • Pallas P (1980) Water Resources of the Socialist People’s Libyan Arab Jamahiriya – Proc of the geology of Libya. Second Symposium on the Geology. Libya, held at Tripoli, September 16–21, 1978, eds Academic Press Inc, New York, pp 539–594

  • Panno SV, Hackley KC, Hwang HH, Greenberg SE, Krapac IG, Landsberger S, O’Kelly DJ (2006) Characterization and identification of na-cl sources in ground water. Ground Water 44(2):176–87. https://doi.org/10.1111/j.1745-6584.2005.00127.x

    Article  Google Scholar 

  • Parizi HS, Samani N (2013) Geochemical evolution and quality assessment of water resources in the Sarcheshmeh copper mine area (Iran) using multivariate statistical techniques. Environ Earth Sci 69:1699–1718

    Article  Google Scholar 

  • Prasanth SS, Megesh N, Jitheshlal K, Chandrasekar N, Gangaghar K (2012) Evolution of groundwater quality and its suitability for drinking and agricultural use in the coastal stretch of Alappuzha district. Kelara. India. Appl Water Sci 2:165–175

    Article  Google Scholar 

  • Praveena SM, Abdullah MH, Bidin K, Aris AZ (2012) Sustainable groundwater management on the small island of Manukan, Malaysia. small island of Manukan, Malaysia. Environ Earth Sci 66:719–728

    Article  Google Scholar 

  • Ramesh K, Elango L (2012) Groundwater quality and its suitability for domestic and agricultural use in Tondiar river basin. Tamil Nadu, India. Environ Monit Assess 184:3887–3899

    Article  Google Scholar 

  • Salem MA, Alshergawi MI (2013) Physico-chemical Evaluation of Drinking Water Quality in Alshati District of Libya. J Environ Sci Toxic Food Tech 4(1):46–51

    Google Scholar 

  • Salem MA, Chirgawi MB (2005) Deterioration of drinking water quality in Sebha city, south of Libya. Proceedings of the first international conference on environmentally sustainable development v. 1–3. COMSATS, Inst of Information Technology, Abbottabad Pakistan

  • Schoups G, Addams CL, Minjares JL, Gorelick SM (2006) Reliable conjunctive use rules for sustainable irrigated agriculture and reservoir spill control. Water Resour Res 42:W10417. https://doi.org/10.1029/2006WR005007

    Article  Google Scholar 

  • Shaki AA, Adeloye AJ (2006) Evaluation of quantity and quality of irrigation water at Gadowa irrigation project in Murzuq basin, southwest Libya. Agric Water Manag 84:193–201

    Article  Google Scholar 

  • Shaltami OR, Siasia GD, Fernandez MR, Fares FF, Errishi W, EL Oshebi F, Mand Souza R (2020) Regional geology of the Murzuq basin – review. 1st inter. Symposium on geosciences. (1SG2020). 83–93

  • Sharma Y, Kaur K (2016) Determination of nitrates and sulphates in water of Barnala (Punjab, India) Region and their harmful effects on human lives. Int J Adv Res Educ Technol (IJARET) 3(3):79–82

    Google Scholar 

  • Subrahmanyam K, Yadaiah P (2001) Assessment of the impact of industrial effluents on water quality in Patancheru and environs. Medak district, Andhra Pradesh, India. Hydrogeol J 9:297–312

    Article  Google Scholar 

  • Taoufik G, Khouni I, Ghrabi A (2017) Assessment of physico-chemical and microbiological surface water quality using multivariate statistical techniques: a case study of the Wadi El-Bey river, Tunisia. Arab J Geosci 10:181. https://doi.org/10.1007/s12517-017-2898-z

    Article  Google Scholar 

  • Tatawat RK, Chandel P (2008) A hydrochemical profile for assessing the groundwater quality of Jaipur City. Environ Monit Assess 143:337–343

    Article  Google Scholar 

  • Tayfur G, Kirer T, Baba A (2008) Groundwater quality and hydrogeochemical properties of Torbalı Region, Izmir, Turkey. Environ Monit Assess 146:157–169

    Article  Google Scholar 

  • Tiwari AK, Singh AK (2014) Hydrogeochemical investigation and groundwater quality assessment of Pratapgarh District, Uttar Pradesh. J Geol Soc of India 83:329–343

    Article  Google Scholar 

  • Tiwari AK, Singh AK, Singh AK, Singh MP (2017) Hydrogeochemical analysis and evaluation of surface water quality of Pratapgarh district, Uttar Pradesh, India. Appl Water Sci 7:1609–1623. https://doi.org/10.1007/s13201-015-0313-z

    Article  Google Scholar 

  • Todd DK (2009) Groundwater hydrology. Wiley, New Delhi

    Google Scholar 

  • Toumi N, Hussein BHM, Rafrafi S, El Kassas N (2015) Groundwater quality and hydrochemical properties of Al-Ula Region, Saudi Arabia. Environ Monit Assess (2015) 187:84. https://doi.org/10.1007/s10661-014-4241-4

    Article  Google Scholar 

  • Usman UN, Toriman ME, Juahir H, Abdullahi MG, Rabiu AA, Isiyaka H (2014) Assessment of groundwater quality using multivariate statistical techniques in Terengganu. Sc Technol 4(3):42–49. https://doi.org/10.5923/j.scit.20140403.02

    Article  Google Scholar 

  • Wheida E, Verhoeven R (2006) Review and assessment of water resources in Libya. IWRA Water Int 31(3):295–309

    Article  Google Scholar 

  • Wheida E, Verhoeven R (2007) An alternative solution of the water shortage problem in Libya. Water Resour Manag 2007(21):961–982. https://doi.org/10.1007/s11269-006-9067-6

    Article  Google Scholar 

  • World Health Organization (WHO) (2011) Guidelines for drinking water quality, 4th ed. Geneva, Switzerland. http://apps.who.int/iris/bitstream/10665/44584/1/9789241548151_eng.pdf

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Mansour Salem: conception, analysis and writing.

Omar Sharif: material preparation, data collection and analysis

Abdullah Alshofeir: conception, data collection and writing

Mamdouh El Haj Assad: conception, writing and reviewing

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Correspondence to Mamdouh El Haj Assad.

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Salem, M.A., Sharif, O.A., Alshofeir, A.A. et al. An evaluation of drinking water quality in five wells in Sebha city, Libya, using a water quality index and multivariate analysis. Arab J Geosci 15, 1519 (2022). https://doi.org/10.1007/s12517-022-10812-0

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