The impact of climate change on agricultural nonpoint source pollution in the Sand River Catchment, Limpopo, South Africa
dc.contributor.author | Chuene, Tlhogonolofatso A. | |
dc.contributor.author | Akanbi, Remilekun Temitope | |
dc.contributor.author | Chikoore, Hector | |
dc.date.accessioned | 2025-08-28T12:28:45Z | |
dc.date.available | 2025-08-28T12:28:45Z | |
dc.date.issued | 2025-06 | |
dc.description | DATA AVAILABILITY STATEMENT : The URL of the data used in this study can be found in the text. | |
dc.description.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. | |
dc.description.department | Geography, Geoinformatics and Meteorology | |
dc.description.librarian | hj2025 | |
dc.description.sdg | SDG-13: Climate action | |
dc.description.sdg | SDG-06: Clean water and sanitation | |
dc.description.sponsorship | The South African Energy and Water Sector Education and training Authority (EWSETA). | |
dc.description.uri | https://www.mdpi.com/journal/water | |
dc.identifier.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. | |
dc.identifier.issn | 2073-4441 (online) | |
dc.identifier.other | 10.3390/w17121818 | |
dc.identifier.uri | http://hdl.handle.net/2263/104042 | |
dc.language.iso | en | |
dc.publisher | MDPI | |
dc.rights | © 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). | |
dc.subject | Climate change | |
dc.subject | Sand River Catchment (SRC) | |
dc.subject | Nonpoint source pollution | |
dc.title | The impact of climate change on agricultural nonpoint source pollution in the Sand River Catchment, Limpopo, South Africa | |
dc.type | Article |