Assessment of Toxic Metals and Anionic Surfactants in Agricultural Soils, Crocodile River Catchment
Main Article Content
Abstract
Increasing levels of toxic metals and surfactants in soils due to rapid urbanisation, industrialisation, intensive agriculture, and mining have led to environmental and human health concerns. In developing countries, agricultural soils are particularly vulnerable to contamination due to poor irrigation practices and effluent discharge. This study aimed to assess the levels of potentially toxic metals and anionic surfactants in agricultural soils around the Roodeplaat and Hartbeespoort Dams in the Crocodile River (West) Catchment, South Africa. Soil and water samples were collected from four agricultural sites and three control sites between June 2019 and March 2020. Soil samples were first digested using aqua regia digestion then analyzed using ICP-MS and ICP-AES. The methylene blue active substances (MBAS) assay was used to determine anionic surfactants. Data analysis involved Principal Component Analysis (PCA), the Geo-accumulation Index (Igeo), and Pearson correlation. The findings indicated that metals such as Cr, Fe, As, Pb, and Ni were above the regulatory limits. The Igeo values pointed to moderate to heavy anthropogenic contamination. Anionic surfactants were reported in all the soil samples, but they did not correlate with any of the metals. Contamination patterns between the two study sites could be differentiated by PCA, highlighting potential contamination from anthropogenic sources. Based on the findings, it was concluded that irrigation with polluted dam water was severely compromising the soil quality and raising concerns over crop safety and ecosystem health. Future studies will need to assess the levels of metals in the cultivated crops to investigate risks in the food chain.
Downloads
Article Details
Section

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
License for Authors
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
License for Regular Users
Other regular users who want to cite, distribute, remix, tweak, and build upon author’s works, even for commercial purposes, should acknowledge the work’s authorship and initial publication in this journal, licensed under a Creative Commons Attribution License.
How to Cite
References
Abiye, T. A., Mengistu, H., Masindi, K., & Demlie, M. (2015). Surface water and groundwater interaction in the Upper Crocodile River Basin, Johannesburg, South Africa: Environmental isotope approach. South African Journal of Geology, 118(2), 109–118. https://doi.org/10.2113/gssajg.118.2.109
Addo-Bediako, A., Nukeri, S., & Kekana, M. (2021). Heavy metal and metalloid contamination in the sediments of the Spekboom River, South Africa. Applied Water Science, 11(7), 1–9. https://doi.org/10.1007/s13201-021-01464-8
Davis, A. (2017). Hydrogeological characteristics of Hartbeespoort Dam [Master’s research project report, University of the Witwatersrand].
Department of Environmental Affairs. (2010). Framework for the management of contaminated land. Republic of South Africa. http://sawic.environment.gov.za/documents/562.pdf
Ekmekyapar, F., & Celtikli, D. O. (2014). Effects of linear alkylbenzene sulfonate on agricultural soil and its degradation. Fresenius Environmental Bulletin, 23(12a), 3188–3192.
Frona, D., Szenderák, J., & Harangi-Rákos, M. (2019). The challenge of feeding the world. Sustainability, 11(20), Article 5816. https://doi.org/10.3390/su11205816
Hernandez-Soriano, M. C., Degryse, F., & Smolders, E. (2008). Heavy metal availability in soil in the presence of anionic surfactants. Communications in Agricultural and Applied Biological Sciences, 73(1), 157–161.
Hýzlý, S., Karaoðlu, A. G., Gören, A. Y., & Kobya, M. (2023). Identifying geogenic and anthropogenic aluminum pollution on different spatial distributions and removal of natural waters and soil in Çanakkale, Turkey. ACS Omega, 8(9), 8557–8568. https://doi.org/10.1021/acsomega.2c07707
Hou, D., Jia, X., Wang, L., McGrath, S. P., Zhu, Y.-G., Hu, Q., Zhao, F.-J., Bank, M. S., O’Connor, D., & Nriagu, J. (2025). Global soil pollution by toxic metals threatens agriculture and human health. Science, 388(6744), 316–321. https://doi.org/10.1126/science.adr5214
Huffman, A. M., & Sikder, A. M. (2017). Assessment OF heavy metal pollution IN the sediments of the Roanoke River. Water Air Soil Pollut, 229(10.1130). https://doi.org/10.1130/abs/2017se-290796
Lukhele, T., Alfred, T., & Msagati, M. (2024). Eutrophication of inland surface waters in South Africa: An overview. International Journal of Environmental Research, 18(2), 1–23. https://doi.org/10.1007/s41742-024-00568-8
Marchand, M. J., van Dyk, J. C., Barnhoorn, I. E. J., & Wagenaar, G. M. (2012). Histopathological changes in two potential indicator fish species from a hyper-eutrophic freshwater ecosystem in South Africa: A baseline study. African Journal of Aquatic Science, 37(1), 39–48. https://doi.org/10.2989/16085914.2011.636902
Mkhize, T. A. (2020). Assessment of heavy metal contamination in soils around Krugersdorp mining area [Master’s dissertation]. University of KwaZulu-Natal.
Mnyango, S. S., Thwala, M., Truter, C., Xulu, N. G., Schoeman, Y., & Oberholster, P. J. (2025). Drivers and management of nutrient overload in dams: Insights from Roodeplaat dam, South Africa. Hydrology, 12(3), 57.https://doi.org/10.3390/hydrology12030057
Müller, G. (1969). Index of geoaccumulation in sediments of the Rhine River. GeoJournal, 2(3), 108–118.
Nde, S. C., & Mathuthu, M. (2018). Assessment of potentially toxic elements as non-point sources of contamination in the Upper Crocodile Catchment Area, North-West Province, South Africa. International Journal of Environmental Research and Public Health, 15(4), 576. https://doi.org/10.3390/ijerph15040576
Ouma, K. O., Shane, A., & Syampungani, S. (2022). Aquatic ecological risk of heavy-metal pollution associated with degraded mining landscapes of the Southern Africa River Basins: A review. Minerals, 12(2), 225. https://doi.org/10.3390/min12020225
Oyebamiji, A. O., Olaolorun, O. A., Popoola, O. J. P., & Zafar, T. (2024). Assessment of heavy metal pollution in soils of Jebba area, Nigeria: Concentrations, source analysis and implications for ecological and human health risks. Science of the Total Environment, 945, 173860. https://doi.org/10.1016/j.scitotenv.2024.173860
Oyourou, J. N., McCrindle, R., Combrinck, S., & Fourie, C. J. S. (2019). Investigation of zinc and lead contamination of soil at the abandoned Edendale Mine, Mamelodi (Pretoria, South Africa) using a field-portable spectrometer. Journal of the Southern African Institute of Mining and Metallurgy, 119(1), 55–62. https://doi.org/10.17159/2411-9717/2019/v119n1a7
Pierattini, E. C., Francini, A., Raffaelli, A., & Sebastiani, L. (2018). Surfactant and heavy metal interaction in poplar: A focus on SDS and Zn uptake. Tree Physiology, 38(1), 109–118. https://doi.org/10.1093/treephys/tpx155
Piwowarska, D., Kiedrzyñska, E., & Jaszczyszyn, K. (2024). Technology: A global perspective on the nature and fate of heavy metals polluting water ecosystems, and their impact and remediation. Critical Reviews in Environmental Science and Technology, 54(19), 1436–1458. https://doi.org/10.1080/10643389.2024.2317112
Preez, G. C. du, Fourie, H., Daneel, M. S., & Wepener, V. (2021). Application of a soil quality triad in assessing ecological risk posed to croplands. South African Journal of Science, 117(7–8), 1–7. https://doi.org/10.17159/SAJS.2021/8280
Rahman, M. S., Mollah, M. M. A., Zaman, M. R. uz, Jolly, Y. N., Akhter, S., Kabir, M. J., Tazoe, H., & Salam, S. M. A. (2021). Multipotential trace metal concentrations in soil associated with the ecological and human health risk near the Rooppur Nuclear Power Plant, Pabna, Bangladesh. Water, Air, & Soil Pollution, 232(11). https://doi.org/10.1007/s11270-021-05418-3
Rashid, A., Schutte, B. J., Ulery, A., Deyholos, M. K., Sanogo, S., Lehnhoff, E. A., & Beck, L. (2023). Heavy metal contamination in agricultural soil: Environmental pollutants affecting crop health. Agronomy, 13(6), 1521. https://doi.org/10.3390/agronomy13061521
Razak, I. S., Tan, Z. Z., Nor, Z. M., Wahid, N. B. A., Mushrifah, I., & Latif, M. T. (2013). Correlation between surfactants and heavy metals in a natural lake. Environmental Forensics, 14(1), 59–68. https://doi.org/10.1080/15275922.2012.729004
Sanderson, H., Price, B. B., Dyer, S. D., DeCarvalho, A. J., Robaugh, D., Waite, S. W., Morrall, S. W., Nielsen, A. M., Cano, M. L., & Evans, K. A. (2006). Occurrence and hazard screening of alkyl sulfates and alkyl ethoxysulfates in river sediments. Science of the Total Environment, 367(1), 312–323. https://doi.org/10.1016/j.scitotenv.2005.11.021
Shapi, M., Jordaan, M. A., Nadasan, D. S., Davies, T. C., Chirenje, E., Dube, M., & Lekoa, M. R. (2020). Analysis of the distribution of some potentially harmful elements (PHEs) in the Krugersdorp Game Reserve, Gauteng, South Africa. Minerals, 10(2), 151. https://doi.org/10.3390/min10020151
U.S. Environmental Protection Agency. (2011). Exposure factors handbook: 2011 edition (EPA/600/R-09/052F). https://www.epa.gov/expobox/exposure-factors-handbook-2011-edition
Wan, Y., Liu, J., Zhuang, Z., Wang, Q., & Li, H. (2024). Heavy metals in agricultural soils: Sources, influencing factors, and remediation strategies. Toxics, 12(1), 63. https://doi.org/10.3390/toxics12010063
Wo³owicz, A., Staszak, K., & Hubicki, Z. (2022). A comprehensive analysis of selected anionic surfactants behaviour in aqueous systems containing metal ions and inorganic acid. Water, 14(22), 3676. https://doi.org/10.3390/w14223676