Skip to main content

Advertisement

Log in

Hydrogeochemical characterization of groundwater in the Wassa Amenfi East and Prestea-Huni Valley areas of southern Ghana using GIS-based and multivariate statistical techniques

  • Original Article
  • Published:
Sustainable Water Resources Management Aims and scope Submit manuscript

Abstract

Evaluating groundwater quality is one of the most important tools for groundwater sustainability which offers empirical and decisive information for water management especially in mining areas where water pollution is of great concern. This study considers groundwater quality in two mining-dominanted districts in Ghana: Wassa Amenfi East and Prestea-Huni Valley for public, domestic, and irrigation purposes. A total of 101 groundwater samples were collected for 16 analytical assessments. The results showed that except for pH and NO3 where 11% and 2% of the samples were, respectively, below and exceeded WHO guideline values, the other assessed variables—alkalinity, total dissolved solids (TDS), PO42−, EC, Na+, HCO3, Ca2+, Mg2+, Cl, K+, F, B, SO42−, and total hardness (TH) were within the WHO recommendations. The residual sodium bicarbonate (RSBC) computation showed that all the samples were not suitable for irrigation. However, 5%, 89%, 100%, and 80% of the samples based on Na%, sodium absorption ratio (SAR), permeability index (PI) and magnesium hazard (MH) outputs were excellent irrigable water sources. The factor analysis showed a dominance of pH, EC, alkalinity, and anions (HCO3, Cl, NO3, PO42−, and F) and soluble cations (Ca2+, Mg2+, K+, and Na+) including B. The Piper diagram presented high HCO3, Ca2+, Mg2+, Cl, and Na + K loadings. The relationship between the studied elements from the covariance–variance matrix and factor analysis strongly suggests that the water sources were within similar geological formations and characteristics, pedogeological processes, and subject to similar anthropogenic activities. Generally, nearly all the groundwater sources were suitable for public, domestic, and irrigation purposes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

Availability of data and material

Not applicable.

Code availability

Not applicable.

References

  • Abanyie SK, Ampofo S, Douti NB, Boateng T (2018) Geospatial assessment of groundwater quality in the Savelugu-Nanton municipality, northern Ghana. AJAR 4(1):93–105

    Google Scholar 

  • Abanyie SK, Ampadu B, Saeed ZM, Amuah EEY, Douti NB, Owusu G (2019) The roles of community-based water and sanitation management teams (WSMTs) for sustainable development: an example of the Bawku West District, Ghana. AJEST 13(11):439–449

    Google Scholar 

  • Adimalla N (2019) Groundwater quality for drinking and irrigation purposes and potential health risks assessment: a case study from the semi-arid region of South India. Expo Health 11(2):109–123

    Article  Google Scholar 

  • Akoto O, Teku JA, Gasinu D (2019) Chemical characteristics and health hazards of heavy metals in shallow groundwater: case study Anloga community, Volta Region, Ghana. Appl Water Science 9(2):36

    Article  Google Scholar 

  • Akurugu BA, Chegbeleh LP, Yidana SM (2020) Characterisation of groundwater flow and recharge in crystalline basement rocks in the Talensi District, Northern Ghana. J Afr Earth Sci 161:103665

    Article  Google Scholar 

  • American Public Health Association (APHA) (1995) Standard methods for the examination of water and wastewater, 19th edn. American Public Health Association, Washington

    Google Scholar 

  • Amuah EEY, Bekoe EMO, Kazapoe RW, Dankwa P, Nandomah S, Douti NB et al (2021) Sachet water quality and Vendors’ practices in Damongo, northern Ghana during the emergence of SARS-CoV-2 using multivariate statistics, water quality and pollution indices, and panel assessment. Environ Chall 4:100164

    Article  Google Scholar 

  • Amuah EEY, Boadu AJ, Nandomah S (2022a) Emerging issues and approaches to protecting and sustaining surface and groundwater resources: emphasis on Ghana. Groundw Sustain Dev 16:100705

    Article  Google Scholar 

  • Amuah EEY, Amanin-Ennin P, Antwi K (2022b) Irrigation water quality in Ghana and associated implications on vegetables and public health. A systematic review. J Hydrol 604:127211

    Article  Google Scholar 

  • APHA (1998) Standard methods for the examination of water and wastewater, 2nd edn. WEF, Washington, p 1378

    Google Scholar 

  • Appelo CAJ, Postma D (2005) Geochemistry, groundwater and pollution, 2nd edn. CRC Press, London. https://doi.org/10.1201/9781439833544

    Book  Google Scholar 

  • Ayers RS, Wescot DW (1985) Water quality for irrigation. FAO Irrigation and Drainage Paper No. 20, Rev 1, FAO, Rome

  • Babiker IS, Mohamed MA, Hiyama T (2007) Assessing groundwater quality using GIS. Water Resour Manag 21(4):699–715

    Article  Google Scholar 

  • Bekoe EMO, Amuah EEY, Abuntori ZN, Sintim E, Kichana E, Quarcoo G (2021) Water quality impacts from the multipurpose use of the Golinga reservoir in northern Ghana. Water Air Soil Pollut 232(9):1–15

    Article  Google Scholar 

  • Bhandari NS, Joshi HK (2013) Quality of spring water used for irrigation in the Almora District of Uttarakhand, India. Chin J Geochem 32:130–136

    Article  Google Scholar 

  • Bhat MA, Wani SA, Singh VK, Sahoo J, Tomar D, Sanswal R (2018) An overview of the assessment of groundwater quality for irrigation. J Agric Sci Food Res 9(1):9

    Google Scholar 

  • Buamah R, Petrusevski B, Schippers JC (2008) Presence of arsenic, iron and manganese in groundwater within the gold-belt zone of Ghana. J Water Supply Res Technol AQUA 57(7):519–529

    Article  Google Scholar 

  • Clark I (2015) Groundwater geochemistry and isotopes. CRC Press

    Book  Google Scholar 

  • Deshmukh KK (2015) Status of boron in soil and groundwater from Sangamner area, Ahmednagar district, Maharashtra India. Res J Recent Sci 4:283–290

    Google Scholar 

  • Doneen LD (1964) Notes on water quality in agriculture published as a water science and engineering paper 4001. Department of Water Science and Engineering, University of California

  • Dorleku MK, Affum AO, Tay CK, Nukpezah D (2019) Assessment of nutrients levels in groundwater within the Lower Pra Basin of Ghana. Ghana J Sci 60(1):24–36

    Article  Google Scholar 

  • Douti NB, Amuah EEY, Abanyie SK, Amanin-Ennin P (2021) Irrigation water quality and its impact on the physicochemical and microbiological contamination of vegetables produced from market gardening: a case of the Vea Irrigation Dam, UER, Ghana. J Water Health 19(2):203–215

    Article  Google Scholar 

  • Dzigbodi-Adjimah K (1993) Geology and geochemical patterns of the Birimian gold deposits, West Africa. J Geochem Explor 47(1–3):305–320

    Article  Google Scholar 

  • Erdiaw-Kwasie MO, Dinye RD, Abunyewah M (2014) Impacts of mining on the natural environment and wellbeing of mining-fringe communities in Prestea, Ghana. Green J Soc Sci 4(3):108–122

    Article  Google Scholar 

  • García Torres E, Pérez Morales R, González Zamora A, Ríos Sánchez E, Olivas Calderón EH, Alba Romero JDJ, Calleros Rincón EY (2020) Consumption of water contaminated by nitrate and its deleterious effects on the human thyroid gland: a review and update. Int J Environ Health Res 32:984–1001

    Article  Google Scholar 

  • Ghana Statistical Service (2014a) 2010 Population and housing census. Wassa Amenfi East. https://www2.statsghana.gov.gh/docfiles/2010_District_Report/Western/Wassa%20Amenfi%20East.pdf. Accessed 3 June 2023

  • Ghana Statistical Service (2014b) 2010 Population and housing census. Prestea-Huni Valley. https://www2.statsghana.gov.gh/docfiles/2010_District_Report/Western/Prestea%20Huni-Valley.pdf. Accessed 2 June 2023

  • Ghana Chamber of Mines (GCM) (2015) Mining in Ghana – what future can we expect? Report published jointly by the GCM and ICMM, Accra and London, p 70. https://www.icmm.com/

  • Gibrilla A, Bam EKP, Adomako D, Ganyaglo S, Osae S, Akiti TT et al (2011) Application of water quality index (WQI) and multivariate analysis for groundwater quality assessment of the Birimian and Cape Coast Granitoid Complex: Densu River Basin of Ghana. Water Qual Expo Health 3(2):63

    Article  Google Scholar 

  • Gupta SK, Gupta IC (1987) Management of saline soils and water. Oxford and IBM Publ. Co., New Delhi, p 399

    Google Scholar 

  • Hadzi GY, Essumang DK, Ayoko GA (2018) Assessment of contamination and health risk of heavy metals in selected water bodies around gold mining areas in Ghana. Environ Monit Assess 190(7):406

    Article  Google Scholar 

  • Hounslow A (1995) water quality data: analysis and interpretation. CRC Press, Boca Raton. https://www.scirp.org/(S(vtj3fa45qm1ean45vvffcz55))/reference/ReferencesPapers.aspx?ReferenceID=1945570. Accessed 3 Aug 2021

  • Karanth KR (1987) Groundwater assessment, development and management. Tata McGraw-Hill Publ. Com. Ltd., New Delhi

    Google Scholar 

  • Kesse GO (1985) The mineral and rock resources of Ghana. A. A. Balkema Press, Rotterdam

    Google Scholar 

  • Kumar S, Prasad S, Yadav KK, Shrivastava M, Gupta N, Nagar S et al (2019) Hazardous heavy metals contamination of vegetables and food chain: Role of sustainable remediation approaches—a review. Environ Res 179:108792

    Article  Google Scholar 

  • Lanjwani MF, Khuhawar MY, Jahangir Khuhawar TM, Lanjwani AH, Jagirani MS, Kori AH et al (2020) Risk assessment of heavy metals and salts for human and irrigation consumption of groundwater in Qambar city: a case study. Geol Ecol Landsc 4(1):23–39

    Article  Google Scholar 

  • Leybourne MI, Goodfellow WD (2010) Geochemistry of surface waters associated with an undisturbed Zn-Pb massive sulfide deposit: water-rock reactions, solute sources and the role of trace carbonate. Chem Geol 27(1–2):40–54

    Article  Google Scholar 

  • Loh YSA, Yidana SM, Banoeng-Yakubo B, Sakyi PA, Addai MO, Asiedu DK (2016) Determination of the mineral stability field of evolving groundwater in the Lake Bosumtwi impact crater and surrounding areas. J Afr Earth Sci 121:286–300

    Article  Google Scholar 

  • Luo S, Wu B, Xiong X, Wang J (2016) Effects of total hardness and calcium: magnesium ratio of water during early stages of rare minnows (Gobiocypris rarus). Comp Med 66(3):181–187

    Google Scholar 

  • Machiwal D, Jha MK (2015) Identifying sources of groundwater contamination in a hard-rock aquifer system using multivariate statistical analyses and GIS-based geostatistical modeling techniques. J Hydrol Region Stud 4:80–110

    Article  Google Scholar 

  • Mumin AH, Fleet ME (1995) Evolution of gold mineralization in the Ashanti Gold Belt, Ghana: evidence from carbonate compositions and paragenesis. Mineral Petrol 55(4):265–280

    Article  Google Scholar 

  • Nesrine N, Rachida B, Ahmed R (2015) Multivariate statistical analysis of saline water a case study: Sabkha Oum LeKhialate (Tunisia). Int J Environ Sci Dev 6(1):40–43

    Article  Google Scholar 

  • Obiri S (2007) Determination of heavy metals in water from boreholes in Dumasi in the Wassa West District of western region of Republic of Ghana. Environ Monit Assess 130(1–3):455–463

    Article  Google Scholar 

  • Okofo LB, Martienssen M (2022) A three-dimensional numerical groundwater flow model to assess the feasibility of managed aquifer recharge in the Tamne River basin of Ghana. Hydrogeol J 30(4):1071–1090

    Article  Google Scholar 

  • Owusu-Nimo F, Mantey J, Nyarko KB, Appiah-Effah E, Aubynn A (2018) Spatial distribution patterns of illegal artisanal small scale gold mining (Galamsey) operations in Ghana: a focus on the Western Region. Heliyon 4(2):e00534

    Article  Google Scholar 

  • Richards LA (1954) Diagnosis and improvement of saline and alkali soils. Handbook no. 60. US Department of Agriculture, Washington

    Google Scholar 

  • Ruiz-Pico Á, Cuenca ÁP, Serrano-Agila R, Criollo DM, Leiva-Piedra J, Salazar-Campos J (2019) Hydrochemical characterization of groundwater in the Loja Basin (Ecuador). Appl Geochem 104:1–9

    Article  Google Scholar 

  • Rusydi AF (2018) Correlation between conductivity and total dissolved solid in various type of water: a review. IOP Conf Ser Earth Environ Sci 118:012019

    Article  Google Scholar 

  • Sappa G, Ergul S, Ferranti F (2014) Water quality assessment of carbonate aquifers in southern Latium region, Central Italy: a case study for irrigation and drinking purposes. Appl Water Sci 4(2):115–128

    Article  Google Scholar 

  • Shrestha S, Kazama F (2007) Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji river basin, Japan. Environ Model Softw 22:464–475. https://doi.org/10.1016/j.envsoft.2006.02.001

    Article  Google Scholar 

  • Szabolcs I, Darab K (1964) Radio-active technique for examining the improving effect of CaCO3 on alkali (Szik) soils. Acta Agron Hung 13:93–101

    Google Scholar 

  • Varol S, Davraz A (2015) Evaluation of the groundwater quality with WQI (water quality index) and multivariate analysis: a case study of the Tefenni plain (Burdur/Turkey). Environ Earth Sci 73:1725–1744

    Article  Google Scholar 

  • WHO (1996) pH in drinking-water. Background document for development of WHO guideline for drinking-water quality. https://www.who.int/water_sanitation_health/dwq/chemicals/ph.pdf. Accessed 4 Aug 2021

  • WHO (2003) Background document for development of WHO guidelines for drinking-water quality. World Health Organization, 20. pp 4–6

  • WHO (2011a) Guidelines for drinking-water quality, 4th edn. World Health Organization, Geneva

    Google Scholar 

  • WHO (2011b) Nitrate and nitrite in drinking-water background document for development of WHO guidelines for drinking-water quality. World Health Organization, Geneva

    Google Scholar 

  • WHO (2012) Progress on drinking water and sanitation. World Health Organization, Geneva

    Google Scholar 

  • Wilcox LV (1955) Classification and use of irrigation waters, USDA Circular No. 969, p 19

  • Yidana SM (2010) Groundwater classification using multivariate statistical methods: Birimian Basin, Ghana. J Environ Eng 136(12):1379–1388

    Article  Google Scholar 

  • Yidana SM, Banoeng-Yakubo B, Aliou AS, Akabzaa TM (2012) Groundwater quality in some Voltaian and Birimian aquifers in northern Ghana—application of mulitvariate statistical methods and geographic information systems. Hydrol Sci J 57(6):1168–1183

    Article  Google Scholar 

Download references

Funding

The authors received no specific funding for this work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ebenezer Ebo Yahans Amuah.

Ethics declarations

Conflict of interest

The authors declare no known competing interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 24 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kazapoe, R.W., Addai, M.O., Amuah, E.E.Y. et al. Hydrogeochemical characterization of groundwater in the Wassa Amenfi East and Prestea-Huni Valley areas of southern Ghana using GIS-based and multivariate statistical techniques. Sustain. Water Resour. Manag. 9, 141 (2023). https://doi.org/10.1007/s40899-023-00903-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40899-023-00903-5

Keywords

Navigation