Abstract
In this study, the hydrochemical characteristic changes of open-pit groundwater (OPGW) near a closed metalliferous mine proposed for drinking and irrigation usage were investigated. Water samples from an OPGW in O’Kiep were collected in April (dry season) and August (wet season), 2017. Data analysis methods, such as the coefficient of variation, correlation coefficient, piper trilinear plot analysis and sodium adsorption ratio (SAR) among others were used to assess of the seasonal variation in the OPGW quality. The hydrochemical characteristics of the OPGW were also compared with drinking water guidelines. Based on the results, it was evident that the OPGW quality varied seasonally. The most abundant cation and anions were Ca2+ and SO42−, with recorded concentrations of 631 and 6020 mg/L, (dry season); 541 and 4450 mg/L (wet season), respectively. The OPGW was relatively rich in SO42− > Cl− > Mg2+ > Ca2+ > Na+ > K+ during the dry season; however, these cations and anions were reduced during the wet season with Cl− and Na+ subsequently increasing. PHREEQC indicated that cation exchanges played a significant role in the OPGW chemistry with Sb and Ca appearing to be the minerals with the highest precipitation potential followed by Cu7S4 and Blaubleil, respectively. Covellite, CdSe2 and NiSe were likely to be in equilibrium while Ca3Sb2 will remain in a dissolution state. Furthermore, the seasonal fluctuation in the OPGW quality characteristics was attributed to the water table level fluctuations and the water quality did not satisfy the guidelines stipulated by the South African National Standard, SANS241-1 (2015) and World Health Organisation, WHO (2011). The trilinear piper plot classified the OPGW into three types: Ca2+–Mg2+–Cl−–SO42; Ca2+–Mg2+–F−; and Ca2+–Mg2+–SO42−. Overall, the SAR values were within the permissible levels for irrigation purposes; however, long-term use of the OPGW might be detrimental for plant growth.



Similar content being viewed by others
Explore related subjects
Discover the latest articles and news from researchers in related subjects, suggested using machine learning.References
Abdelgawad A (2005) Mineralogical and morphological features of fractured granitic rock tested under water–rock interaction. In: Eighteenth international water technology conference, IWTC18: 12–14 March 2015
Abdi H (2010) Coefficient of variation. Encycl Res Des 1:169–171
Abiye T, Bybee G, Leshomo J (2018) Fluoride concentrations in the arid Namaqualand and the Waterberg groundwater, South Africa: understanding the controls of mobilization through hydrogeochemical and environmental isotopic approaches. Groundw Sustain Dev 6:112–120
Abiye TA, Leshomo JT (2013) Groundwater flow and radioactivity in Namaqualand, South Africa. Environ Earth Sci 70:281–293
Accuweather 2017. https://www.accuweather.com/en/za/okiep/299938/month/299938?monyr=4/01/2017. Accessed 10 Aug 2017
Adams S, Jovanovic N, Thomas A, Titus R, Anthony R, Majola A, Jia H (2004) Review of groundwater vulnerability assessment methods-unsaturated zone. University of the Western Cape, Bellville, p 17
Adams S, Titus R, Xu Y (2003) Groundwater recharge assessment of the basement aquifers of central Namaqualand. University of the Western Cape, Cape Town
Antonijević M, Dimitrijević M, Stevanović Z, Serbula SM, Bogdanovic GD (2008) Investigation of the possibility of copper recovery from the flotation tailings by acid leaching. J Hazard Mater 158:23–34
APHA (2005) Standard methods for the examination of water and waste water. American Journal of Public Health, Washington DC
Appelo CAJ, Postma D (2004) Geochemistry, groundwater and pollution. CRC Press, Boca Raton
Ball JW, Nordstrom DK, McCleskey RB, To TBA (1999) New method for the direct determination of dissolved Fe (III) concentration in acid mine waters. In: US Geological Survey Toxic Substances Hydrology Program—proceedings of the technical meeting, Charleston, SC, pp 297–304
Beale CO (1985) Copper in South Africa-Part 1. J South Afr Inst Min Metall 85(3):73–80. https://www.saimm.co.za/Journal/v085n03p073.pdf. Accessed 26 Feb 2020
Bosire GO, Ngila JC, Nkambule TTI (2018) Geochemical scaling potential simulations of natural organic matter complexation with metal ions in cooling water at Eskom power generation plants in South Africa. Water SA 44(4):706–718. https://doi.org/10.4314/wsa.v44i4.19 (ISSN 1816-7950)
Braune E, Xu Y (2010) The role of ground water in Sub-Saharan Africa. Groundwater 48:229–238
Bredenhann L, Braune E (2000) Policy and strategy for groundwater quality management in South Africa. Department of Water Affairs and Forestry
Brindha K, Pavelic P, Sotoukee T, Douangsavanh S, Elango L (2017) Geochemical characteristics and groundwater quality in the Vientiane Plain, Laos. Expos Health 9:89–104
Cairncross B (2004) History of the O'Kiep Copper District Namaqualand, Northern Cape Province South Africa. Mineral Rec 35:289
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
Cho BW, Choo CO (2019) Geochemical behavior of uranium and radon in groundwater of Jurassic Granite Area, Icheon, Middle Korea. Water 11:1278
Clifford TN, Barton ES (2012) The O’okiep Copper District, Namaqualand, South Africa: a review of the geology with emphasis on the petrogenesis of the cupriferous Koperberg Suite. Miner Depos 47:837–857
Coyte RM, Singh A, Furst KE, Mitch WA, Vengosh A (2019) Co-occurrence of geogenic and anthropogenic contaminants in groundwater from Rajasthan, India. Sci Total Environ 688:1216–1227
DWAF (1996) Department of Water Affairs and Forestry: South African water quality guidelines, vol 1, Domestic Water Use, 2nd edn. Pretoria
DWA (2004) Department of water affairs: integrated water resource management strategies, guidelines and pilot implementation in three water management arears. Government Gazzette, Pretoria
Dinicola RS (2006) Continued biodegradation of chloroethene compounds in ground water at Operable Unit 1, Naval Undersea Warfare Center, Division Keyport, Washington: U.S. Geological Survey Scientific Investigations Report 2006-5056
Edet A, Okereke C (2002) Delineation of shallow groundwater aquifers in the coastal plain sands of Calabar area (Southern Nigeria) using surface resistivity and hydrogeological data. J Afr Earth Sci 35:433–443
Edmunds WM, Shand P (2009) Natural groundwater quality. Wiley, Hoboken
Erdogan IG, Bent D, Ntwampe SKO, Fosso-Kankeu E, Waanders FB (2019) Geochemical modelling and seasonal hydrogeochemical processes of the open-pit groundwater at O’Kiep, Namaqualand, South Africa. https://doi.org/10.25381/cput.9746537.v1. Accessed 29 Aug 2019
Erdogan IG, Fosso-Kankeu E, Ntwampe SKO, Waanders FB, Hoth N, Randb A (2018) Potential toxic elements contamination of soils in O’Kiep, an arid region of Namaqualand, South Africa. In: 10th Int'l conference on advances in science, engineering, technology & healthcare (ASETH-18) Nov. 19–20, 2018 Cape Town, South Africa. https://doi.org/10.17758/EARES4.EAP1118238
Erdogan I, Moncho T, Fosso-Kankeu E, Ntwampe S, Waanders F, Hoth N, Rand A, Fourie B (2017) Hydrochemical characteristics of open-pit groundwater from a closed metalliferous mine in O'kiep, Namaqualand Region, South Africa. In: 9th Int'l conference on advances in science, engineering, technology and waste management (ASETWM-17) Nov. 27–28, pp 64–68. https://doi.org/10.17758/EARES.EAP1117022.
Faris N, Ram R, Chen M, Tardio J, Pownceby MI, Jones LA, McMaster S, Webster NA, Bhargava S (2017) The effect of thermal pre-treatment on the dissolution of chalcopyrite (CuFeS 2) in sulfuric acid media. Hydrometallurgy 169:68–78
Ferreira S, Meyer S, Vivier J (2015) Environmental impact impact assessment RVM 1 hydroelectric power (Pty) Ltd Riemvasmaak Hydropower Project, Orange River, Northern Cape Province, South Africa. Accessed 10 July 2019
Fisher RS, Mullican I, William F (1997) Hydrochemical evolution of sodium-sulfate and sodium-chloride groundwater beneath the Northern Chihuahuan Desert, Trans-Pecos, Texas, USA. Hydrogeol J 5:4–16
Fosso-Kankeu E, Manyatshe A, van der Berg D, Lemmer N, Waanders F, Hlanganani T (2015) Contaminants in sediments across the mooi and vaal rivers network in the vicinity of Potchefstroom. In: 7th International conference on latest trends in engineering and technology (ICLTET’2015)
Fosso-Kankeu E, Manyatshe A, Waanders F (2017) Mobility potential of metals in acid mine drainage occurring in the Highveld area of Mpumalanga Province in South Africa: implication of sediments and efflorescent crusts. Int Biodeterior Biodegrad 119:661–670
Gibs J, Wilde F D (2007) Use of Multiparameter 6.8 instrument for routine filed measurements. https://pdfs.semanticscholar.org/1e96/0aa07af7a7fc8dcc81400bc659aaf41be7ef.pdf. Accessed 26 Feb 2020
Güler C, Thyne GD, McCray JE, Turner KA (2002) Evaluation of graphical and multivariate statistical methods for classification of water chemistry data. Hydrogeol J 10:455–474
Hangone G, Bradshaw D, Ekmekci Z (2005) Flotation of a copper sulphide ore from Okiep using thiol collectors and their mixtures. J S Afr Inst Min Metall 105:199–206
Harilal C, Hashim A, Arun P, Baji S (2004) Hydrogeochemistry of two rivers of Kerala with special reference to drinking water quality. Ecol Environ Conserv 10:187–192
Holmes S (ed) (1995) Department of Water Affairs and Forestry: South African water quality guidelines. Pretoria: Government Gazette. https://www.cesnet.co.za/pubdocs/Kamiesberg%20Heavy%20Minerals%20Mining%20249CB/Surface%20and%20Groundwater%20Assessment.pdf. Accessed 10 Aug 2019
Iwatsuki T, Furue R, Mie H, Ioka S, Mizuno T (2005) Hydrochemical baseline condition of groundwater at the Mizunami underground research laboratory (MIU). Appl Geochem 20:2283–2302
Jeevanandam M, Kannan R, Srinivasalu S, Rammohan V (2007) Hydrogeochemistry and groundwater quality assessment of lower part of the Ponnaiyar River Basin, Cuddalore district, South India. Environ Monit Assess 132:263–274
Jonch-Clausen T (2004) Integrated water resources management (IWRM) and water efficiency plans by 2005": why, what and how? Global Water Partnership Stockholm. Accessed 12 Aug 2019
Kumar M, Ramanathan A, Rao MS, Kumar B (2006) Identification and evaluation of hydrogeochemical processes in the groundwater environment of Delhi, India. Environ Geol 50:1025–1039
Larkins C, Turunen K, Mänttäri I, Lahaye Y, Hendriksson N, Forsman P, Backnäs S (2018) Characterization of selected conservative and non-conservative isotopes in mine effluent and impacted surface waters: implications for tracer applications at the mine-site scale. Appl Geochem 91:1–13
Lee JY, Choi JC, Yi MJ, Kim JW, Cheon JY, Choi YK, Choi MJ, Lee KK (2005) Potential groundwater contamination with toxic metals in and around an abandoned Zn Mine, Korea. Water Air Soil Pollut 165:167–185
Leonard K, Pierre G (2013) Modeling groundwater flow and quality. https://doi.org/10.1007/978-94-007-4375-5_33
Leshomo J (2011) Investigation of hydrochemistry and uranium radioactivity in the groundwater of Namaqualand, Northern Cape, South Africa, Johannesburg: MSc Thesis, University of Witwatersrand
Ma X, Chen Y, Zhu C, Li W (2011) The variation in soil moisture and the appropriate groundwater table for desert riparian forest along the Lower Tarim River. J Geogr Sci 21:150–216
Manoj S, Thirumurugan M, Elango L (2017) An integrated approach for assessment of groundwater quality in and around uranium mineralized zone, Gogi region, Karnataka, India. Arab J Geosci 10:557
Mativenga PT, Marnewick A (2018) Water quality in a mining and water-stressed region. J Clean Prod 171:446–456
Mladenov N, Wolski P, Hettiarachchi GM, Murray-Hudson M, Enriquez H, Damaraju S, Galkaduwa MB, McKnight DM, Masamba W (2014) Abiotic and biotic factors influencing the mobility of arsenic in groundwater of a through-flow island in the Okavango Delta, Botswana. J Hydrol 518:326–341
Moncho T, Erdogan I, Emandien M, Ntwampe S, Fosso-Kankeu E, Waanders F, Rand A, Fourie B (2017) Prediction of metals bioavailability in the soils of O’kiep, South Africa. In: 9th Int'l conference on advances in science, engineering, technology and waste management (ASETWM-17) Nov. 27–28, 29, 17.879916. https://doi.org/10.17758/EARES.EAP1117023
Morrel I, Pulido-Bosch A, Fernandez R (1986) Rubio, hydro geochemical analysis of salinization processes in the coastal aquifers of Oropesa, Spain. Environ Geol 29:118–131
Munyai A, Fosso-Kankeu E, Waanders F (2016) Mobility of metals from mine tailings using different types of organic acids: batch leaching experiment. Int J Sci Res 5:520–527
Nakwafila AN (2015) Salinisation source (s) and mechanism (s) in shallow alluvial aquifers along the Buffels River, Northern Cape Province, South Africa. Stellenbosch University, Stellenbosch
Nordstrom DK, Wilde FD (2005) Reduction-6.5 oxidation potential (electrode method). National field manual for the collection of water-quality data. http://www.caslab.com/Test-Methods-Search/PDF/USGS-Method-NFM-65.pdf. Accessed 26 Feb 2020
Northern Cape Department of Environmental Affairs and Nature Conservation (2018). https://www.northern-cape.gov.za/denc/index.php/nature-reserves/goegap. Accessed 2 Dec 2019
Nuclear (2006). https://www.eskom.co.za/OurCompany/SustainableDevelopment/EnvironmentalImpactAssessments/Documents/Nuclear_1_FSR_Ch_6_pgs_89-1071.pdf. Accessed 10 Aug 2017
Nwankwoala H, Udom G (2011) Hydrochemical facies and ionic ratios of groundwater in Port Harcourt, Southern Nigeria. Res J Chem Sci 1:87–101
Osborne MR (2009) Biological wastewater treatment and reactive nitrogen: history, microbiology, health and environmental considerations. MSc Thesis. University of Maryland, Maryland
Ouyang Y, Zhang JE, Cui L (2014) Estimating impacts of land use on groundwater quality using trilinear analysis. Environ Monit Assess 186:5353–5362
Pacheco Castro R, Pacheco Ávila J, Ye M, Cabrera Sansores A (2018) Groundwater quality: analysis of its temporal and spatial variability in a karst aquifer. Groundwater 56:62–72
Parkhurst DL, Appelo C (1999) User's guide to PHREEQC (Version 2): a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations. Water Resour Investig Rep 99:312
Pietersen K, Titus R, Cobbing J (2009) Effective groundwater management in namaqualand: sustaining supplies. Water Research Commission, Pretoria
Plumlee GS (1999) The environmental geology of mineral deposits. In: The environmental geochemistry of mineral deposits. Society of Economic Geologists. Part A, pp 71–116
Praveena SM, Abdullah MH, Bidin K, Aris AZ (2011) Understanding of groundwater salinity using statistical modeling in a small tropical island, East Malaysia. Environmentalist 31:279
Pretorius J, Usher B, Gebrekristos R (2008) Groundwater monitoring guidelines for DNAPLs in South African aquifers. Citeseer, Princeton
Purandara B, Varadarajan N, Jayashree K (2003) Impact of sewage on ground water quality—a case study. Pollut Res 22:189–197
Quevauviller P, Fouillac AM, Grath J, Ward R (2009) Groundwater monitoring. Wiley-Blackwell, Hoboken
Rabbani MG, Rahman A, Islam N (2010) Climate change and sea-level rise: issues and Challenges for coastal communities in the Indian Ocean region. In: Michel D, Pandya A (eds) Coastal zone and climate change. The Henry L Stimson Center, Washington, pp 17–29
Raith JG, Cornell DH, Frimmel HE, De Beer CH (2003) New insights into the geology of the Namaqua tectonic province, South Africa, from ion probe dating of detrital and metamorphic zircon. J Geol 111:347–366
Rajendran R, Emerenshiya CA, Dheenadayalan MS (2019) Investigations on groundwater quality in Tiruchirappalli city, Tamilnadu, India. Sustain Water Resour Manag 5(2):599–609
Ramakrishnaiah C, Sadashivaiah C, Ranganna G (2009) Assessment of water quality index for the groundwater in Tumkur Taluk, Karnataka State, India. J Chem 6:523–530
Ramos OER, Rötting TS, French M, Sracek O, Bundschuh J, Quintanilla J, Bhattacharya P (2014) Geochemical processes controlling mobilization of arsenic and trace elements in shallow aquifers and surface waters in the Antequera and Poopó mining regions, Bolivian Altiplano. J Hydrol 518:421–433
Rao NS (2006) Seasonal variation of groundwater quality in a part of Guntur District, Andhra Pradesh, India. Environ Geol 49:413–429
Reddy D, Nagabhushanam P, Sukhija B, Reddy A, Smedley P (2010) Fluoride dynamics in the granitic aquifer of the Wailapally watershed, Nalgonda District, India. Chem Geol 269:278–289
Riedel T, Kübeck C (2018) Uranium in groundwater–a synopsis based on a large hydrogeochemical data set. Water Res 129:29–38
Rijal ML, Appel E, Petrovský E, Blaha U (2010) Change of magnetic properties due to fluctuations of hydrocarbon contaminated groundwater in unconsolidated sediments. Environ Pollut 158:1756–1762
Roets W (2008) Groundwater dependence of aquatic ecosystems associated with the table mountain group aquifer. University of the Western Cape, Cape Town
Sahraei Parizi H, 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
SANS241-1 (2015) South African National Standard (SANS 241-1): 2015. Drinking water. Part 1. Microbial, physical, aesthetic and chemical determinants, 2 edn. Pretoria
Selvakumar S, Chandrasekar N, Kumar G (2017) Hydrogeochemical characteristics and groundwater contamination in the rapid urban development areas of Coimbatore, India. Water Resour Ind 17:26–33
Shah D, Mjalli FS (2014) Effect of water on the thermo-physical properties of Reline: an experimental and molecular simulation based approach. Phys Chem Chem Phys 16(43):23900–23907
Shen S, Ma T, Du Y, Luo K, Deng Y, Lu Z (2019) Temporal variations in groundwater nitrogen under intensive groundwater/surface-water interaction. Hydrogeol J 27(5):1753–1766
Shorieh A, Porel G, Razack M (2015) Assessment of groundwater quality in the dogger aquifer of poitiers, Poitou-Charentes Region, France. J Water Resour Prot 7:171
Singh G, Kamal RK (2015) Assessment of groundwater quality in the mining areas of Goa, India. Indian J Sci Technol 8:588
Singh KP, Malik A, Sinha S (2005) Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques—a case study. Anal Chim Acta 538:355–374
Stanković S, Morić I, Pavić A, Vojnović S, Vasiljević B, Cvetković V (2015) Bioleaching of copper from samples of old flotation tailings (Copper Mine Bor, Serbia). J Serbian Chem Soc 80:391
Sundaram B, Feitz A, de Caritat P, Plazinska A, Brodie R, Coram J, Ransley T (2009) Groundwater sampling and analysis—a field guide. Geosci Aust Rec 27:95
Tikhomirov VV (2016) Hydrogeochemistry fundamentals and advances, mass transfer and mass transport. Wiley, Hoboken
Titus R (2002) Groundwater assessment and strategies for sustainable resource supply in arid zones: the Namaqualand case study. Water Research Commission, Pretoria
Tomlinson DW, Rivett MO, Wealthall GP, Sweeney RE (2017) Understanding complex LNAPL sites: illustrated handbook of LNAPL transport and fate in the subsurface. J Environ Manag 204:748–756
Trick JK, Stuart M, Reeder S (2008) Contaminated groundwater sampling and quality control of water analyses. Environmental geochemistry: site characterization, data analysis and case histories. Elsevier, Amsterdam, pp 29–57
Van Dyk G, Makhetha J, Potgieter D, Zikali T, Leeme V, Moletsane F, Vonya T (2008) Groundwater resources in the Northern Cape Province 2008. Department Water Affairs and Forestry, Kimberley
Van Wyk I, Roychoudhury A, Maherry A, Genthe B (2012) Hydrogeochemical characterisation and evaluation of groundwater resources and review of groundwater management schemes in Kamiesberg, Northern Cape
Weaver JM, Cave L, Talma AS (2007a) Groundwater sampling. Water Research Commission Report No. TT. Water Research Commission, Gezina
Weaver JM, Cavé LC, Talma AS (2007) Groundwater sampling: a comprehensive guide for sampling methods. Water Research Commission, Gezina
Whitworth KL, Silvester E, Baldwin DS (2014) Alkalinity capture during microbial sulfate reduction and implications for the acidification of inland aquatic ecosystems. Geochim Cosmochim Acta 130:113–125
WHO (2011) Guidelines for drinking-water quality. World Health Organisation, Geneva
WHO (2017) Water quality and health-review of turbidity: information for regulators and water suppliers. World Health Organization, Geneva
Wilde FD, Radtke DB (1998) Handbooks for water-resources investigations: national field manual for the collection of water-quality data. Field measurements, US Department of the Interior, US Geological Survey
Xu Y, Braune E (2009) Groundwater resources in Africa. Sustainable groundwater resources in Africa. CRC Press, Boca Raton
Yan S, Yu S, Wu Y, Pan D, She D, Ji J (2015) Seasonal variations in groundwater level and salinity in coastal plain of eastern China influenced byclimate. J Chem. https://doi.org/10.1155/2015/905190
Zheng Y, Stute M, Van Geen A, Gavrieli I, Dhar R, Simpson H, Schlosser P, Ahmed K (2004) Redox control of arsenic mobilization in Bangladesh groundwater. Appl Geochem 19:201–214
Zhu C, Anderson G (2002) Environmental applications of geochemical modeling. Cambridge University Press, Cambridge
Acknowledgements
The authors are grateful to sponsorship from the North-West University, from the Cape Peninsula University of Technology (CPUT) University Research Fund (Grant no. URF RY12) and the National Research Foundation (NRF) in South Africa, Research Grants Thuthuka 2019 (Grant No. TTK180409318662, 94152). We thank Mr Denzil Bent for assistance with geochemical modelling that greatly improved the manuscript.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Erdogan, I.G., Fosso-Kankeu, E., Ntwampe, S.K.O. et al. Seasonal variation of hydrochemical characteristics of open-pit groundwater near a closed metalliferous mine in O’Kiep, Namaqualand Region, South Africa. Environ Earth Sci 79, 119 (2020). https://doi.org/10.1007/s12665-020-8863-2
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12665-020-8863-2


