Seasonal Pollution Levels and Heavy Metal Contamination in the Jukskei River, South Africa
Date
2025-03
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI
Abstract
Monitoring river systems is crucial for understanding and managing water resources, predicting natural disasters, and maintaining ecological balance. Assessment of
heavy metal pollution derived valuable data which are critical for the environmental management and regulatory compliance of the Jukskei River. Heavy elements were evaluated
in the Jukskei River for seasonal impact, potential health risks, and contamination level
with concentration levels ranging from 6900 mg/kg iron (Fe) to 0.85 mg/kg cadmium
(Cd) in the dry sampling season and 6900 mg/kg Fe to 0.26 mg/kg Cd in the wet season.
Enrichment factor analysis indicated high contamination levels of Fe and Pb in both dry
and wet seasons. Moreover, pollution indicators revealed extremely high contamination of
geo-accumulation and enrichment factors in the downstream to upstream in both seasons
with a mild contamination factor for mercury (Hg). Principal Component Analysis revealed
anthropogenic sources of arsenic (As), Cd, and Pb due to wastewater and agricultural pesticide application while Thorium (Th), uranium (U) and Hg were attributed as a results
of gold mining activities. ANOVA and Pearson correlation analysis showed a high and
moderate link between As–Pb, Cd–Pd, and As–Hg, which are significantly correlated. The
potential ecological risk index assessment revealed a significant impact of heavy metals on
the freshwater ecosystem.
Description
Keywords
Heavy metals, Source apportionment, Multivariate analysis, Principal component analysis, Ecological risk index, Pollution assessment
Citation
Mukwevho, N.; Mabowa, M.H.; Ntsasa, N.; Mkhohlakali, A.; Chimuka, L.; Tshilongo, J.; Letsoalo, M.R. Seasonal Pollution Levels and Heavy Metal Contamination in the Jukskei River, South Africa. Appl. Sci. 2025, 15, 3117. https://doi.org/ 10.3390/app15063117