Abstract
Water samples were obtained from 63 boreholes around Kuto, Abeokuta, Nigeria, and analysed for some physicochemical parameters and heavy metals. The mean concentrations of TDS, Alka, F−, Fe, Mn, Pb, Zn, Ca2+, K+, Mg2+, Na+, SO42−, SiO2, HCO3−, Cl−, and CO32− were 1136, 27.45, 1.232, 0.521, 0.035, 0.013, 0.286, 78.48, 5.796, 89.91, 193.5, 298.3, 3.671, 411.3, 181.3, and 15.81 mg/L, respectively. Furthermore, the hydrochemical signatures influencing the dissolution of ions in the water samples were obtained, and the empirical Bayesian Kriging prediction model was used to validate the spatial distribution of the HM contaminants within the study region. 42.9% of the groundwater samples has lead concentrations exceeding the WHO threshold for drinking water. The PC/FA produced principal factors, and the hydrochemical facies verified the ion exchange mechanism, linking water quality parameters to geogenic sources (weathering, dissolution, leaching), and anthropogenic emissions from agricultural activities. Health risk investigation revealed that the highest hazard quotient (HRQtot) values for the specified heavy metals were observed at SMP18, SMP5, SMP10, and SMP21, respectively. Carcinogenic risks for adults after the exposure were unacceptable (CRcum > 1E−6) for SMP4, SMP6, SMP7, SMP10, and SMP21. SMP21 presented the highest CRcum (2.62E−6 ± 8.71E−4), while the cumulative carcinogenic risk (CRcum) for children that exceeded the limit was as follows: SMP21 < SMP9 < SMP13 < SMP5 < SMP11 < SMP10 < SMP7 < SMP6 < SMP4 < SMP21. Thus, the scenario calls for adequate water treatment strategies in order to safeguard the health of residents.
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References
Achary MS, Panigrahi S, Satpathy KK et al (2016) Health risk assessment and seasonal distribution of dissolved trace metals in surface waters of Kalpakkam, southwest coast of Bay of Bengal. Reg Stud Mar Sci 6:96–108. https://doi.org/10.1016/j.rsma.2016.03.017
Adekunle AA, Badejo Adedayo O, Oyerinde Abiola O (2013) Pollution studies on ground water contamination: water quality of Abeokuta, Ogun State, South West Nigeria. J Environ Earth Sci 3:161–166
Aly AA (2015) Hydrochemical characteristics of Egypt western desert oases groundwater. Arab J Geosci 8:7551–7564. https://doi.org/10.1007/s12517-014-1680-8
Anake WU, Benson NU, Theophilus Tenebe I et al (2018) Chemical speciation and health risks of airborne heavy metals around an industrial community in Nigeria. Hum Ecol Risk Assess An Int J. https://doi.org/10.1080/10807039.2018.1504672
Appelo CA, Postma D (2004) Geochemistry, groundwater and pollution. CRC Press, Boca Raton
Barzegar R, Asghari Moghaddam A, Tziritis E (2016) Assessing the hydrogeochemistry and water quality of the Aji-Chay River, northwest of Iran. Environ Earth Sci 75:1–15. https://doi.org/10.1007/s12665-016-6302-1
Barzegar R, Asghari Moghaddam A, Tziritis E (2017) Hydrogeochemical features of groundwater resources in Tabriz plain, northwest of Iran. Appl Water Sci. https://doi.org/10.1007/s13201-017-0550-4
Barzegar R, Asghari Moghaddam A, Adamowski J, Nazemi AH (2019) Assessing the potential origins and human health risks of trace elements in groundwater: a case study in the Khoy plain, Iran. Environ Geochem Health 41:981–1002. https://doi.org/10.1007/s10653-018-0194-9
Bellinger DC (2016) Lead contamination in flint—an abject failure to protect public health. N Engl J Med 363:1101–1103. https://doi.org/10.1056/NEJMp1002530
Chabukdhara M, Gupta SK, Kotecha Y, Nema AK (2017) Groundwater quality in Ghaziabad district, Uttar Pradesh, India: multivariate and health risk assessment. Chemosphere 179:167–178. https://doi.org/10.1016/j.chemosphere.2017.03.086
Chen Q, Lu Z, Yan D et al (2019) Source analysis and health risk of heavy metals in the different seasons from Taizihe River, China. Acta Ecol Sin 1:1. https://doi.org/10.1016/j.chnaes.2018.12.004
Connor JA, Bowers RL, McHugh TE, Spexet AH (2007) Environmental modeling and risk assessment software: risk-based corrective action. RBCA tool kit for chemical releases. GSI Environmental Inc., pp 288–306
Das S, Nag SK (2017) Application of multivariate statistical analysis concepts for assessment of hydrogeochemistry of groundwater—a study in Suri I and II blocks of Birbhum District, West Bengal, India. Appl Water Sci 7:873–888. https://doi.org/10.1007/s13201-015-0299-6
Duggal V, Rani A (2018) Carcinogenic and non-carcinogenic risk assessment of metals in groundwater via ingestion and dermal absorption pathways for children and adults in Malwa Region of Punjab. J Geol Soc India 92:187–194. https://doi.org/10.1007/s12594-018-0980-0
Emenike PC, Omole DO, Ngene BU, Tenebe IT (2016) Potentiality of agricultural adsorbent for the sequestering of metal ions from wastewater. Glob J Environ Sci Manag 2:411–442. https://doi.org/10.22034/gjesm.2016.02.04.010
Emenike PC, Tenebe TI, Omeje M, Osinubi DS (2017) Health risk assessment of heavy metal variability in sachet water sold in Ado-Odo Ota, South-Western Nigeria. Environ Monit Assess 189:1–16. https://doi.org/10.1007/s10661-017-6180-3
Emenike PC, Nnaji CC, Tenebe IT (2018a) Assessment of geospatial and hydrochemical interactions of groundwater quality, southwestern Nigeria. Environ Monit Assess. https://doi.org/10.1007/s10661-018-6799-8
Emenike PC, Tenebe IT, Jarvis P (2018b) Fluoride contamination in groundwater sources in Southwestern Nigeria: assessment using multivariate statistical approach and human health risk. Ecotoxicol Environ Saf 156C:391–402. https://doi.org/10.1016/j.envsoft.2004.03.001
U.S. EPA (1989) Risk assessment guidance for superfund, vol I: human health evaluation manual (part A)
U.S. EPA (2016) Integrated risk information system—USEPA-IRIS
Fallahzadeh RA, Ghaneian MT, Miri M, Dashti MM (2017) Spatial analysis and health risk assessment of heavy metals concentration in drinking water resources. Environ Sci Pollut Res 24:24790–24802. https://doi.org/10.1007/s11356-017-0102-3
Flint Water Study (2015) Lead results from tap water sampling in flint, MI. Flint water study updates. http://flintwaterstudy.org/2015/12/complete-dataset-lead-results-in-tap-water-for-271-flint-samples/. Accessed 10 Mar 2019
Giridharan L, Venugopal T, Jayaprakash M (2009) Assessment of water quality using chemometric tools: a case study of river cooum, South India. Arch Environ Contam Toxicol 56:654–669. https://doi.org/10.1007/s00244-009-9310-2
Goovaerts P (2017) The drinking water contamination crisis in Flint: modeling temporal trends of lead level since returning to Detroit water system. Sci Total Environ 581–582:66–79. https://doi.org/10.1016/j.scitotenv.2016.09.207
Gostin LO (2016) Politics and public health: the flint drinking water crisis. Hastings Cent Rep 46:5–6. https://doi.org/10.1002/hast.598
Guissouma W, Hakami O, Al-Rajab AJ, Tarhouni J (2017) Risk assessment of fluoride exposure in drinking water of Tunisia. Chemosphere 177:102–108. https://doi.org/10.1016/j.chemosphere.2017.03.011
Guruge KS, Goswami P, Watanabe I et al (2017) Trace element distribution and risk assessment in South Indian surface waterways. Int J Environ Sci Technol 14:1–18. https://doi.org/10.1007/s13762-016-1129-6
Harvey PJ, Handley HK, Taylor MP (2016) Widespread copper and lead contamination of household drinking water, New South Wales, Australia. Environ Res 151:275–285. https://doi.org/10.1016/j.envres.2016.07.041
Islam SMD-U, Bhuiyan MAH, Rume T, Azam G (2017) Hydrogeochemical investigation of groundwater in shallow coastal aquifer of Khulna District, Bangladesh. Appl Water Sci. https://doi.org/10.1007/s13201-017-0533-5
Jaishankar M, Tseten T, Anbalagan N et al (2014) Toxicity, mechanism and health effects of some heavy metals. Interdiscip Toxicol 7:60–72. https://doi.org/10.2478/intox-2014-0009
Järup L (2003) Hazards of heavy metal contamination. Br Med Bull 68:167–182. https://doi.org/10.1093/bmb/ldg032
Kamzati LLJ, Kaonga CC, Mapoma HWT et al (2019) Heavy metals in water, sediment, fish and associated risks from an endorheic lake located in Southern Africa. Int J Environ Sci Technol. https://doi.org/10.1007/s13762-019-02464-7
Kashyap R, Verma KS, Uniyal SK, Bhardwaj SK (2018) Geospatial distribution of metal(loid)s and human health risk assessment due to intake of contaminated groundwater around an industrial hub of northern India. Environ Monit Assess. https://doi.org/10.1007/s10661-018-6525-6
Kim EJ, Herrera JE, Huggins D et al (2011) Effect of pH on the concentrations of lead and trace contaminants in drinking water: a combined batch, pipe loop and sentinel home study. Water Res 45:2763–2774. https://doi.org/10.1016/j.watres.2011.02.023
Kippler M, Skröder H, Rahman SM et al (2016) Elevated childhood exposure to arsenic despite reduced drinking water concentrations—a longitudinal cohort study in rural Bangladesh. Environ Int 86:119–125. https://doi.org/10.1016/j.envint.2015.10.017
Kordas K, Ravenscroft J, Cao Y, McLean EV (2018) Lead exposure in low and middle-income countries: perspectives and lessons on patterns, injustices, economics, and politics. Int J Environ Res Public Health 15:1–18. https://doi.org/10.3390/ijerph15112351
Krivoruchko K (2011) Spatial statistical data analysis for GIS users. Esri Press, Rehlands
Kumar SK, Rammohan V, Sahayam JD, Jeevanandam M (2009) Assessment of groundwater quality and hydrogeochemistry of Manimuktha River basin, Tamil Nadu, India. Environ Monit Assess 159:341–351. https://doi.org/10.1007/s10661-008-0633-7
Lanphear BP, Rauch S, Auinger P et al (2018) Low-level lead exposure and mortality in US adults: a population-based cohort study. Lancet Public Heal 3:e177–e184. https://doi.org/10.1016/S2468-2667(18)30025-2
Li P, Wu J, Qian H (2013) Assessment of groundwater quality for irrigation purposes and identification of hydrogeochemical evolution mechanisms in Pengyang County, China. Environ Earth Sci 69:2211–2225. https://doi.org/10.1007/s12665-012-2049-5
Magesh NS, Chandrasekar N, Elango L (2017) Trace element concentrations in the groundwater of the Tamiraparani river basin, South India: insights from human health risk and multivariate statistical techniques. Chemosphere 185:468–479. https://doi.org/10.1016/j.chemosphere.2017.07.044
Mgbenu CN, Egbueri JC (2019) The hydrogeochemical signatures, quality indices and health risk assessment of water resources in Umunya district, southeast Nigeria. Appl Water Sci 9:1–19. https://doi.org/10.1007/s13201-019-0900-5
National Population Commission (2010) Population distribution by sex, state, LGA & Senatorial District
Nematollahi MJ, Clark MJR, Ebrahimi P (2018) Preliminary assessment of groundwater hydrogeochemistry within Gilan, a northern province of Iran. Environ Monit Assess 190:242
Neris JB, Olivares DMM, Velasco FG et al (2019) HHRISK: a code for assessment of human health risk due to environmental chemical pollution. Ecotoxicol Environ Saf 170:538–547. https://doi.org/10.1016/j.ecoenv.2018.12.017
Newell CJ, McLeod KR, Gonzales JR (1996) BIOSCREEN—groundwater contamination natural attenuation model (Version 1.3). 70
Odjegba EE, Idowu OA, Oluwasanya GO et al (2014) Assessment of water demand and seasonal variation of bacteriological content of public water systems in Abeokuta, Nigeria. Int J Inst Ecol Environ Stud 2:81–92
OEHHA (2011) Technical support document for cancer potency factors—appendix B
Oke SA, Tijani MN (2012) Impact of chemical weathering on groundwater chemistry of Abeokuta area. Elixir Pollut 46:8498–8503
Olabode SO, Mohammed MZ (2016) Depositional facies and sequence stratigraphic study in parts of Benin (Dahomey) Basin SW Nigeria: implications on the re-interpretation of tertiary sedimentary successions. Int J Geosci 7:210–228
Olusheyi OZ (2017) Groundwater quality attrition by mechanic workshop activities in Abeokuta Metropolis, Ogun State, Nigeria. Merit Res J Environ Sci Toxicol 5:18–24
Onwuka OS, Ezugwu CK, Ifediegwu SI (2018) Assessment of the impact of onsite sanitary sewage system and agricultural wastes on groundwater quality in Ikem and its environs, south-eastern Nigeria. Geol Ecol Landsc 3:65–81. https://doi.org/10.1080/24749508.2018.1493635
Pfadenhauer LM, Burns J, Rohwer A, Rehfuess EA (2016) Effectiveness of interventions to reduce exposure to lead through consumer products and drinking water: a systematic review. Environ Res 147:525–536. https://doi.org/10.1016/j.envres.2016.03.004
Prasanna MV, Chidambaram S, Shahul Hameed A, Srinivasamoorthy K (2010) Study of evaluation of groundwater in Gadilam basin using hydrogeochemical and isotope data. Environ Monit Assess 168:63–90. https://doi.org/10.1007/s10661-009-1092-5
Rafai HS, Newell CJ, Gonzales JR et al (1998) BIOPLUME III Natural attenuation decision support system
Rasool A, Xiao T (2019) Distribution and potential ecological risk assessment of trace elements in the stream water and sediments from Lanmuchang area, southwest Guizhou, China. Environ Sci Pollut Res 26:3706–3722. https://doi.org/10.1007/s11356-018-3827-8
Rasool A, Xiao T, Farooqi A et al (2016) Arsenic and heavy metal contaminations in the tube well water of Punjab, Pakistan and risk assessment: a case study. Ecol Eng 95:90–100. https://doi.org/10.1016/j.ecoleng.2016.06.034
Rosen MB, Pokhrel LR, Weir MH (2017) A discussion about public health, lead and Legionella pneumophila in drinking water supplies in the United States. Sci Total Environ 590–591:843–852. https://doi.org/10.1016/j.scitotenv.2017.02.164
Salifu A, Petrusevski B, Ghebremichael K et al (2012) Multivariate statistical analysis for fluoride occurrence in groundwater in the Northern region of Ghana. J Contam Hydrol 140–141:34–44. https://doi.org/10.1016/j.jconhyd.2012.08.002
Samsonova VP, Blagoveshchenskii YN, Meshalkina YL (2017) Use of empirical Bayesian kriging for revealing heterogeneities in the distribution of organic carbon on agricultural lands. Eurasian Soil Sci 50:305–311. https://doi.org/10.1134/S1064229317030103
Schoeller H (1977) Geochemistry of groundwater. In: Groundwater studies-an international guide for research and practice, supplement no. 3 to groundwater studies. UNESCO technical papers hydrology 7. UNESCO, Paris
Selvakumar S, Ramkumar K, Chandrasekar N et al (2014) Groundwater quality and its suitability for drinking and irrigational use in the Southern Tiruchirappalli district, Tamil Nadu, India. Appl Water Sci. https://doi.org/10.1007/s13201-014-0256-9
Spence LR, Walden T (2001) RISC—users manual. Comput Programs Biomed 18:99–108
Stewart RN, Purucker ST (2006) SADA: A freeware decision support tool integrating GIS, sample design, spatial modeling, and risk assessment. Int Congr Environ Model Softw 200:1–6
Subba Rao N, Subrahmanyam A, Babu Rao G (2013) Fluoride-bearing groundwater in Gummanampadu sub-basin, Guntur district, Andhra Pradesh, India. Environ Earth Sci 70:575–586. https://doi.org/10.1007/s12665-012-2142-9
Subba Rao N, Srihari C, Deepthi Spandana B et al (2019) Comprehensive understanding of groundwater quality and hydrogeochemistry for the sustainable development of suburban area of Visakhapatnam, Andhra Pradesh, India. Hum Ecol Risk Assess An Int J. https://doi.org/10.1080/10807039.2019.1571403
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. https://doi.org/10.1007/s100400000120
Taiwo AM, Arowolo TA, Adekunle IM, Adetunji MT (2013) Evaluating the environmental impacts of poultry farming on stream water quality: a study from Abeokuta, Nigeria. Environ Qual Manag 49:79–93. https://doi.org/10.1002/tqem
Taiwo AM, Ihedioha EC, Nwosu CS et al (2019a) Levels and health risk assessment of polycyclic aromatic hydrocarbons in protein foods from Lagos and Abeokuta, Southwestern Nigeria. J Food Compos Anal. https://doi.org/10.1016/j.jfca.2019.03.001
Taiwo AM, Michael JO, Gbadebo AM, Oladoyinbo FO (2019b) Pollution and health risk assessment of road dust from Osogbo metropolis, Osun state, Southwestern Nigeria. Hum Ecol Risk Assess An Int J. https://doi.org/10.1080/10807039.2018.1563478
Tenebe IT, Ogbiye AS, Omole DO, Emenike PC (2017) Modelling and sensitivity analysis of varying roughness effect on dispersion coefficient: a laboratory study. Desalin Water Treat 87:209–215. https://doi.org/10.5004/dwt.2017.21298
Tenebe IT, Emenike CPG, Daniel Chukwuka C (2018) Prevalence of heavy metals and computation of its associated risk in surface water consumed in Ado-Odo Ota, South-West Nigeria. Hum Ecol Risk Assess 25:1–23
Tenebe IT, Emenike PC, Daniel DI et al (2019) Assessment of daily intake of arsenic and associated health risks for children. In: WIT transactions on ecology and the environment, pp 193–199
Ufoegbune G, Lamidi K, Awomeso J et al (2009) Hydro-geological characteristics and groundwater quality assessment in some selected communities of Abeokuta, Southwest Nigeria. J Environ Chem Ecotoxicol 1:010–022
US EPA (2005) Environmental protection agency. Guidelines for carcinogen risk assessment
US EPA (2007) National primary drinking water regulations for lead and copper: short-term regulatory revisions and clarifications; final rule. Fed Regist 72:1–40
US EPA (2014) Cumulative risk webminar series. US Environ Prot Agency
US EPA (2016) Integrated risk information system—USEPA-IRIS. U.S. Environmental Protection Agency
U.S. Environmental Protection Agency (US EPA) (2004) Risk Assessment guidance for superfund Volume I: Human health evaluation manual (Part E, supplemental guidance for dermal risk assessment), U.S. Environmental Protection Agency
US Environmental Protection Agency (2011) Exposure factors handbook: 2011 edition. US Environ Prot Agency EPA/600/R-:1–1466
US GAO (2011) Lead in tap water: CDC public health communications need improvement
Van Wendel B, Joode D, Barbeau B et al (2016) Manganese concentrations in drinking water from villages near banana plantations with aerial mancozeb spraying in Costa Rica: results from the Infants environmental health study (ISA). Environ Pollut 215:247–257. https://doi.org/10.1016/j.envpol.2016.04.015
Wang B, Zhang J, Zhang Y et al (2011) The level and the changes of childrenʼs blood lead levels before and after leaded gasoline banned in China. Epidemiology 22:S283. https://doi.org/10.1097/01.ede.0000392569.12329.a5
Wang J, Fu G, Li W, Shi Y, Pang J, Wang Q, Lü W, Liu C, Liu J (2018) The effects of two free-floating plants (Eichhornia crassipes and Pistia stratiotes) on the burrow morphology and water quality characteristics of pond loach (Misgurnus anguillicaudatus) habitat. Aquac Fish 3(1):22–29. https://doi.org/10.1016/j.aaf.2017.12.001
Wayland KG, Long DT, Hyndman DW et al (2003) with synoptic sampling and R-mode factor analysis. J Environ Qual 32:180–190
WHO (2008) Guidelines for drinking-water quality: incorporating 1st and 2nd addenda, vol. 1, recommendations—3rd edition. WHO Chron 38:668. https://doi.org/10.1016/s1462-0758(00)00006-6
WHO (2010a) Childhood lead poisoning
WHO (2010b) Handbok for guideline development
WHO (2011) Lead in drinking water: background document for development of WHO guidelines for drinking water quality. WHO/SDE/WS
WHO, UNICEF (2014) Progress on sanitation and drinking-water—2014 update
Xiao J, Jin Z, Zhang F (2015) Geochemical controls on fluoride concentrations in natural waters from the middle Loess Plateau, China. J Geochemical Explor 159:252–261. https://doi.org/10.1016/j.gexplo.2015.09.018
Yu T, Feng Q, Si J, Zhang X, Xi H, Zhao C (2018) Comparable water use of two contrasting riparian forests in the lower Heihe River basin, Northwest China. J Forest Res 29(5):1215–1224. https://doi.org/10.1007/s11676-017-0540-2
Zhai Y, Zhao X, Teng Y et al (2017) Groundwater nitrate pollution and human health risk assessment by using HHRA model in an agricultural area, NE China. Ecotoxicol Environ Saf 137:130–142. https://doi.org/10.1016/j.ecoenv.2016.11.010
Zheng C (1999) MT3DMS: a modular three-dimensional multispecies transport model for simulation of advection, dispersion, and chemical reactions of contaminants in groundwater systems; documentation and user’s guide. Alabama University, Tuscaloosa
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With a deep sense of reference, the authors would like to appreciate the management of Covenant University for the enabling environment to conduct the research. In addition, we thank Mr Franklin Oranusi for the laboratory assistance and the anonymous reviewers for their constructive and insightful contributions.
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Emenike, P.C., Nnaji, C.C., Tenebe, I.T. et al. Hydrogeochemical imprints and spatio-temporal health risk assessment of lead in drinking water sources of Abeokuta, south-western Nigeria. Int. J. Environ. Sci. Technol. 17, 343–360 (2020). https://doi.org/10.1007/s13762-019-02506-0
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DOI: https://doi.org/10.1007/s13762-019-02506-0