The impact of climate change on agricultural nonpoint source pollution in the Sand River Catchment, Limpopo, South Africa
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MDPI
Abstract
Understanding the impact of climate change on agricultural nonpoint source (NPS) pollution is crucial for developing effective adaptation strategies and reducing vulnerabilities where such challenges exist. This study evaluated the impact of precipitation and temperature variations on Total Inorganic Nitrogen (TIN), Total Inorganic Phosphorus (TIP), and sediment loads in the Sand River Catchment (SRC) using the Soil and Water Assessment Tool plus (SWAT+). One-way analysis of variance (ANOVA) was used to determine the significance (p < 0.05) of the relationships (R2) between precipitation and temperature on sediment, TIN, and TIP loads in the SRC. SWAT+ calibration and validation demonstrated that the statistical indices (NSE and R2 ≥ 0.72; −17.30 ≤ PBIAS ≤ 14.74) fell within an acceptable range. Results indicated a significant influence of average monthly precipitation (p < 0.0001) and temperature (p ≤ 0.004) on sediment, TIN, and TIP loads. In addition, a decrease in average annual precipitation led to a decline in sediment, TIN, and TIP loads (R2 ≥ 0.55), with the average annual temperature increasing in the same period (R2 ≤ 0.23). This study confirms that climate change contributes to agricultural NPS pollution in the SRC and highlights the need to employ suitable adaptation strategies for pollution control in the catchment.
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DATA AVAILABILITY STATEMENT : The URL of the data used in this study can be found in the text.
Keywords
Climate change, Sand River Catchment (SRC), Nonpoint source pollution
Sustainable Development Goals
SDG-13: Climate action
SDG-06: Clean water and sanitation
SDG-06: Clean water and sanitation
Citation
Chuene, T.A.; Akanbi, R.T.; Chikoore, H. The Impact of Climate Change on Agricultural Nonpoint Source Pollution in the Sand River Catchment, Limpopo, South Africa. Water 2025, 17, 1818. https://doi.org/10.3390/w17121818.