in

Seasonal assessment of water quality and major ion chemistry in the lower region of Lake Kariba, Zambia


Abstract

Lake Kariba is a major freshwater resource in Southern Africa that sustains livelihoods, biodiversity, and regional economic activities, yet faces pressures from land-use practices and climate variability. This study assessed the effects of surrounding land use on lake water chemistry, with emphasis on anions, cations, and key nutrients. Fifty-three water samples were collected from downstream sites during hot-dry, cool-dry, and rainy seasons to capture temporal variability. Ionic composition and potential sources were determined using Ion Chromatography and Inductively Coupled Plasma techniques. Dominant ions, including Mg (3.3–3.9 mg L⁻¹), SO₄²⁻ (> 2 mg L⁻¹), Cl⁻ (1.2–1.6 mg L⁻¹), and Si (> 4 mg L⁻¹), remained relatively stable across seasons. Parameters such as pH, F⁻ SO₄²⁻, Cl⁻, TDS, EC, and temperature exhibited greater seasonal variability, with significant differences (p < 0.05) associated with land-use activities. Areas influenced by aquaculture and agricultural activities showed comparatively elevated nutrient concentrations relative to sites dominated by natural vegetation. Although localized impacts were evident, the Water Quality Index (13.1–13.6) consistently classified the water as excellent. Overall, the lake maintains good water quality, but continued monitoring and targeted management are necessary to address land-use pressures and safeguard its ecological integrity.

Data availability

All data supporting the findings of this study are available within the paper and its Supplementary Information. Microsatellite primer sequences are provided in Supplementary Table 2, along with original reference describing the microsatellites used in this study.

References

  1. Mishra, R. K. Fresh Water availability and It’s Global challenge. J. Mar. Sci. Res. (2023). https://doi.org/10.58489/2836-5933/004

    Google Scholar 

  2. Grizzetti, B. et al. Relationship between ecological condition and ecosystem services in European rivers, lakes and coastal waters. Sci. Total Environ. 671, 452–465. https://doi.org/10.1016/j.scitotenv.2019.03.155 (2019).

    Google Scholar 

  3. Ali, S. M., Sabae, S. Z., Fayez, M., Monib, M. & Hegazi, N. A. The influence of agro-industrial effluents on River Nile pollution. J. Adv. Res. (2011). https://doi.org/10.1016/j.jare.2010.08.008

    Google Scholar 

  4. Tran, N. H., Reinhard, M. & Gin, K. Y. H. Occurrence and fate of emerging contaminants in municipal wastewater treatment plants from different geographical regions-a review. Water Res. (2018). https://doi.org/10.1016/j.watres.2017.12.029

    Google Scholar 

  5. River, Z. The Zambezi River Basin. Zambezi River Basin. 8 (1), 1–8. https://doi.org/10.4324/9781315282053 (2017).

    Google Scholar 

  6. Calamita, E. et al. Sixty years since the creation of Lake Kariba: Thermal and oxygen dynamics in the riverine and lacustrine sub-basins. PLoS One. (2019). https://doi.org/10.1371/journal.pone.0224679

    Google Scholar 

  7. Magadza, C. H. D. Environmental state of Lake Kariba and Zambezi River Valley: Lessons learned and not learned. Lakes Reserv. Res. Manag. (2010). . https://doi.org/10.1111/j.1440-1770.2010.00438.x

    Google Scholar 

  8. Tumbare, M. J. Managing Lake Kariba sustainably: Threats and challenges. Manag Environ. Qual. Int. J. (2008).https://doi.org/10.1108/14777830810904948

    Google Scholar 

  9. Best, J. Anthropogenic stresses on the world’s big rivers. Nat. Geosci. (2019). https://doi.org/10.1038/s41561-018-0262-x

    Google Scholar 

  10. Carey, R. O. et al. Evaluating nutrient impacts in urban watersheds: Challenges and research opportunities. Environ. Pollut. 173, 138–149. https://doi.org/10.1016/j.envpol.2012.10.004 (2013).

    Google Scholar 

  11. Muluye, T., Fetahi, T., Engdaw, F. & Mohammed, A. Cyanotoxins in African waterbodies: occurrence, adverse effects, and potential risk to animal and human health. Environ. Geochem. Health. 45 (11), 7519–7542. https://doi.org/10.1007/s10653-023-01724-3 (2023).

    Google Scholar 

  12. Sahu, N., Maldhure, A. & Labhasetwar, P. Science of the Total Environment Management of cyanobacteria and cyanotoxins in drinking water: A comprehensive review on occurrence, toxicity, challenges and treatment approaches. 976 (March). (2025).

  13. Sonone, S. S., Jadhav, S., Sankhla, M. S. & Kumar, R. Water Contamination by Heavy Metals and their Toxic Effect on Aquaculture and Human Health through Food Chain. Lett. Appl. Nanobiosci. 10 (2), 2148–2166. https://doi.org/10.33263/LIANBS102.21482166 (2021).

    Google Scholar 

  14. Ouyang, Y., Nkedi-Kizza, P., Wu, Q. T., Shinde, D. & Huang, C. H. Assessment of seasonal variations in surface water quality. Water Res. 40 (20), 3800–3810. https://doi.org/10.1016/j.watres.2006.08.030 (2006).

    Google Scholar 

  15. Ossling, S. G. Global Environmental Consequences of Tourism. 12. (2002).

  16. Hoekstra, A. Y., Mekonnen, M. M., Chapagain, A. K., Mathews, R. E. & Richter, B. D. Global monthly water scarcity: Blue water footprints versus blue water availability. PLoS One. (2012). https://doi.org/10.1371/journal.pone.0032688

    Google Scholar 

  17. Mwedzi, T. et al. A spatial assessment of stream-flow characteristics and hydrologic alterations, post dam construction in the Manyame catchment. Zimbabwe Water SA. (2016). https://doi.org/10.4314/wsa.v42i2.03

    Google Scholar 

  18. Van Cappellen, P. & Maavara, T. Rivers in the Anthropocene: Global scale modifications of riverine nutrient fluxes by damming. Ecohydrol Hydrobiol. (2016). https://doi.org/10.1016/j.ecohyd.2016.04.001

    Google Scholar 

  19. Scott Winton, R., Calamita, E. & Wehrli, B. Reviews and syntheses: Dams, water quality and tropical reservoir stratification. Biogeosciences (2019). https://doi.org/10.5194/bg-16-1657-2019

    Google Scholar 

  20. Kunz, M. J. et al. Sediment accumulation and carbon, nitrogen, and phosphorus deposition in the large tropical reservoir Lake Kariba (Zambia/Zimbabwe). J. Geophys. Res. Biogeosciences. (2011). https://doi.org/10.1029/2010JG001538

    Google Scholar 

  21. Robertson, F. Ecological processes within the four corners area. Biodivers Found. Africa (16) 1–71. (2005). https://biodiversityfoundation.org/wp-content/uploads/BFA-No.16_4C-Ecological-Processes.pdf

  22. Zak, D. et al. Sulphate in freshwater ecosystems: A review of sources, biogeochemical cycles, ecotoxicological effects and bioremediation. Earth Sci. Rev. Elsevier B V. (2021). https://doi.org/10.1016/j.earscirev.2020.103446

    Google Scholar 

  23. Duan, L. et al. A review of chloride ions removal from high chloride industrial wastewater: Sources, hazards, and mechanisms. J. Environ. Manage. Acad. Press. (2024). https://doi.org/10.1016/j.jenvman.2024.120184

    Google Scholar 

  24. Magadza, C. H. D. Water resources management and water quality monitoring in an African setting. Guest Forum Readout No 27. 1. (2003).

  25. Coverly, S., Kérouel, R. & Aminot, A. A re-examination of matrix effects in the segmented-flow analysis of nutrients in sea and estuarine water. Anal. Chim. Acta. (2012). https://doi.org/10.1016/j.aca.2011.11.008

    Google Scholar 

  26. Ndebele-Murisa, M. R., Mashonjowa, E. & Hill, T. The implications of a changing climate on the kapenta fish stocks of lake kariba, zimbabwe. Trans. R Soc. South. Afr. 66 (2), 105–119. https://doi.org/10.1080/0035919X.2011.600352 (2011).

    Google Scholar 

  27. Id, E. C. et al. Sixty years since the creation of Lake Kariba: Thermal and oxygen dynamics in the riverine and lacustrine sub-basins. Published online 2019 1–21 .

  28. Njiru, J., van der Knaap, M., Kundu, R. & Nyamweya, C. Lake Victoria fisheries: Outlook and management. Lakes Reserv. Res. Manag.(2018) https://doi.org/10.1111/lre.12220

    Google Scholar 

  29. Aura, C. M. et al. Integration of mapping and socio-economic status of cage culture: Towards balancing lake-use and culture fisheries in Lake Victoria, Kenya. Aquac Res. (2018). https://doi.org/10.1111/are.13484

    Google Scholar 

  30. Simukoko, C. K. et al. Assessment of heavy metals in wild and farmed tilapia (Oreochromis niloticus) on Lake Kariba, Zambia: implications for human and fish health. Food Addit. Contam. – Part. Chem. Anal. Control Expo Risk Assess. (2022). https://doi.org/10.1080/19440049.2021.1975830

    Google Scholar 

  31. Hasimuna, O. J., Maulu, S., Monde, C. & Mweemba, M. Cage aquaculture production in Zambia: Assessment of opportunities and challenges on Lake Kariba, Siavonga district. Egypt. J. Aquat. Res. (2019). https://doi.org/10.1016/j.ejar.2019.06.007

    Google Scholar 

  32. Al-Hakkani, M. F. Guideline of inductively coupled plasma mass spectrometry ICP–MS: fundamentals, practices, determination of the limits, quality control, and method validation parameters. SN Appl. Sci. (2019). https://doi.org/10.1007/s42452-019-0825-5

    Google Scholar 

  33. Das Kangabam, R., Bhoominathan, S. D., Kanagaraj, S. & Govindaraju, M. Development of a water quality index (WQI) for the Loktak Lake in India. Appl. Water Sci. (2017). https://doi.org/10.1007/s13201-017-0579-4

    Google Scholar 

  34. Zeinalzadeh, K. & Rezaei, E. Determining spatial and temporal changes of surface water quality using principal component analysis. J. Hydrol. Reg. Stud. (2017). https://doi.org/10.1016/j.ejrh.2017.07.002

    Google Scholar 

  35. Karakuş, C. B. Evaluation of groundwater quality in Sivas province (Turkey) using water quality index and GIS-based analytic hierarchy process. Int. J. Environ. Health Res. (2019). https://doi.org/10.1080/09603123.2018.1551521

    Google Scholar 

  36. Way, D. A. & Way, D. A. Tansley review Plant carbon metabolism and climate change: elevated CO 2 and temperature impacts on photosynthesis. photorespiration respiration. 2, 32–49. https://doi.org/10.1111/nph.15283 (2019).

    Google Scholar 

  37. Pant, R. R., Pal, K. B., Adhikari, N. L., Adhikari, S. & Mishra, A. D. Water quality assessment of Begnas and Rupa lakes, Lesser Himalaya Pokhara. Nepal. J. Inst. Eng. (2019). https://doi.org/10.3126/jie.v15i2.27655

    Google Scholar 

  38. Lencha, S. M., Ulsido, M. D. & Muluneh, A. applied sciences Evaluation of Seasonal and Spatial Variations in Water Quality and Identification of Potential Sources of Pollution Using Multivariate Statistical Techniques for Lake Hawassa. Published online 2021.

  39. Saadi, H. et al. Journal of Hydrology: Regional Studies Seasonal variations and drivers of water quality in semi-arid freshwater lakes : multivariate spatial analysis in Lake. J. Hydrol. Reg. Stud. 61, 102695. https://doi.org/10.1016/j.ejrh.2025.102695 (2025).

    Google Scholar 

  40. Nobahar, M., Khan, S. & Chia, H. K. La-Cour, I. Evaluating dispersivenss of high cations content clay soil. Transp. Geotech. (2025). https://doi.org/10.1016/j.trgeo.2025.101531

    Google Scholar 

  41. Priyam, A., Afonso, L. O. B., Schultz, A. G. & Singh, P. P. Investigation into the trophic transfer and acute toxicity of phosphorus-based nano-agromaterials in Caenorhabditis elegans. NanoImpact. (2021). https://doi.org/10.1016/j.impact.2021.100327

  42. Rojas, S. & Horcajada, P. Metal-organic frameworks for the removal of emerging organic contaminants in water. Chem Rev American Chem. Society. 120 (16), 8378–8415. https://doi.org/10.1021/acs.chemrev.9b00797 (2020).

    Google Scholar 

  43. Biswas, P. & Vellanki, B. P. Occurrence of emerging contaminants in highly anthropogenically influenced river Yamuna in India. Sci. Total Environ. (2021). https://doi.org/10.1016/j.scitotenv.2021.146741

    Google Scholar 

  44. Galindo-Miranda, J. M. et al. Occurrence of emerging contaminants in environmental surface waters and their analytical methodology – A review. Water Sci. Technol. Water Supply IWA Publishing. 19 (7), 1871–1884. https://doi.org/10.2166/ws.2019.087 (2019).

    Google Scholar 

  45. Dagestani, A. A., Qing, L. & Abou Houran, M. What remains unsolved in Sub-African Environmental exposure information disclosure: A review. J. Risk Financ Manag. (2022). https://doi.org/10.3390/jrfm15100487

    Google Scholar 

  46. Of Thes. World fisheries and aquaculture.(2022).

  47. Troell, M. et al. ? Does aquaculture add resilience to the global food system ;111(37):13257–13263. (2014). https://doi.org/10.1073/pnas.1404067111

  48. Withers, P. J. A., Neal, C., Jarvie, H. P. & Doody, D. G. Agriculture and Eutrophication: Where Do We Go from Here. Published online 2014:5853–5875. https://doi.org/10.3390/su6095853

  49. Richards, L. A. et al. Emerging organic contaminants in groundwater under a rapidly developing city (Patna) in northern India dominated by high concentrations of lifestyle chemicals. Environ. Pollut. (2021). https://doi.org/10.1016/j.envpol.2020.115765

    Google Scholar 

  50. Zhao, J. et al. PAEs occurrence and sources in road dust and soil in/around parks in May in Tianjin, China. Ecotoxicol. Environ. Saf. 147, 238–244. https://doi.org/10.1016/j.ecoenv.2017.08.014 (2018).

    Google Scholar 

  51. Khadka, U. R. & Ramanathan, A. L. Major ion composition and seasonal variation in the Lesser Himalayan lake: Case of Begnas Lake of the Pokhara Valley, Nepal. Arab. J. Geosci. 6 (11), 4191–4206. https://doi.org/10.1007/s12517-012-0677-4 (2013).

    Google Scholar 

  52. Anshumali, R. A. L. Seasonal variation in the major ion chemistry of Pandoh Lake, Mandi District, Himachal Pradesh, India. Appl. Geochem. 22, 1736–1747. https://doi.org/10.1016/j.apgeochem.2007.03.045 (2007). 8 SPEC. ISS.).

    Google Scholar 

  53. Fachrul, M. F., Rinanti, A., Hendrawan, D. I., Salsabil, M. A. & Alreekabi, N. K. Distribution of Nitrate, Phosphate and N/P Ratio in Maninjau Lake, West Sumatra, Indonesia. In: IOP Conference Series: Earth and Environmental Science. (2021). https://doi.org/10.1088/1755-1315/754/1/012028

  54. Saturday, A., Lyimo, T. J., Machiwa, J. & Pamba, S. Spatio-temporal variations in physicochemical water quality parameters of Lake Bunyonyi, Southwestern Uganda. SN Appl. Sci. (2021). https://doi.org/10.1007/s42452-021-04672-8

    Google Scholar 

  55. Kondowe, B. N., Masese, F. O., Raburu, P. O., Singini, W. & Walumona, R. J. Water quality and ecology of Lake Kanyaboli, Kenya: Current status and historical changes. Lakes Reserv. Sci. Policy Manag Sustain. Use. (2022). https://doi.org/10.1111/lre.12401 (2022).

    Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the National Research Foundation (NRF) for their support through the trilateral collaborative agreement between Japan, Zambia, and South Africa (A-J CORE), as well as the University of the Witwatersrand, without which this study would not have been possible. Gratitude is also extended to Mr Bob Mwangala from the Zambezi River Authority (ZRA) and the fisheries local authority at Siavonga district for all the support during the sampling processes.

Funding

This work was supported by the National Research Foundation for the WELCOME project [No. 132802] and the University of the Witwatersrand.

Author information

Authors and Affiliations

Authors

Contributions

Mokgaetji Monyai: Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing. **Sinegugu Khulu** : Investigation, writing – review and editing, Mbongiseni Dlamini: Writing – review & editing, Software. Luke Chimuka, Heidi Richards & Hlanganani Tutu: Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing, Project administration. **Imasiku Nyambe & Kawawa Banda** : Conceptualization, Funding acquisition, Project administration.

Corresponding author

Correspondence to
Mokgaetji Monyai.

Ethics declarations

Competing interests

The authors declare no competing interests.

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 Material 1 (download DOCX )

Supplementary Material 2 (download DOCX )

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

Reprints and permissions

About this article

Cite this article

Monyai, M., Dlamini, M.L., Richards, H. et al. Seasonal assessment of water quality and major ion chemistry in the lower region of Lake Kariba, Zambia.
Sci Rep (2026). https://doi.org/10.1038/s41598-026-44457-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1038/s41598-026-44457-w

Keywords

  • Anions
  • Cations
  • Water quality
  • Downstream
  • Water quality index
  • Lake Kariba


Source: Ecology - nature.com

Current understanding of viral contributions to soil carbon cycling

Nonlinear drivers and spatial heterogeneity of urban heat islands in lake-dense regions across ecological stress–structure–service interactions

Back to Top