The coupled impacts of land management and climate variability on the hydrology of the Crocodile River Catchment in South Africa

Introduction The Crocodile River Catchment is one of the key water sources for Mpumalanga Province, crucial for irrigation, domestic use, and ecotourism. However, in recent years, the river has reached its utilisation capacity, earning a water-stressed status. Given its socio-economic significance and the potential for urban expansion, water demand is expected to rise, exerting greater pressure on already limited resources. Therefore, in line with integrated water resources management strategies, this study aimed to assess the hydrological effects of land-use management and climate variability on catchment response. Methodology Climate variability was analysed using the Standardized Precipitation Index (SPI) and the Standardized Streamflow Index (SSI) as a hydrological response indicator, while the SWAT model assessed the long-term effects of land-use/land-cover (LULC) changes on hydrological response. Results Since 1980, cultivated lands and commercial forest plantations have grown by 2.5% and 3.1%, respectively, while built-up areas have increased by 2.8%. Model performance was reliable, with Nash–Sutcliffe Efficiency values between 0.2 and 0.73 and the best results at station X2H032 (with R 2 of 0.7 during calibration and 0.8 during validation). Discussion Results indicated that the spatial distribution of evaporation and surface runoff varied significantly with LULC, while climate variability notably reduced surface runoff volumes during dry seasons. The overall streamflow discharge analysis showed a declining trend from 1980 to 2020 at the catchment outlet, consistent with the SPI and SSI findings and the SWAT evaporation and surface runoff results. Consequently, the study highlights that both LULC and climate variability substantially influence the observed hydrological changes in the river.

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Journal
Frontiers in Water
Published
2026-05-01
DOI
https://doi.org/10.3389/frwa.2026.1751055
Primary Topic
Hydrology and Watershed Management Studies
Type
article
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The coupled impacts of land management and climate variability on the hydrology of the Crocodile River Catchment in South Africa

Mary Nkosi
Frontiers in Water
Hydrology and Watershed Management Studies
article

The coupled impacts of land management and climate variability on the hydrology of the Crocodile River Catchment in South Africa

Mary Nkosi
article en

Abstract

Introduction The Crocodile River Catchment is one of the key water sources for Mpumalanga Province, crucial for irrigation, domestic use, and ecotourism. However, in recent years, the river has reached its utilisation capacity, earning a water-stressed status. Given its socio-economic significance and the potential for urban expansion, water demand is expected to rise, exerting greater pressure on already limited resources. Therefore, in line with integrated water resources management strategies, this study aimed to assess the hydrological effects of land-use management and climate variability on catchment response. Methodology Climate variability was analysed using the Standardized Precipitation Index (SPI) and the Standardized Streamflow Index (SSI) as a hydrological response indicator, while the SWAT model assessed the long-term effects of land-use/land-cover (LULC) changes on hydrological response. Results Since 1980, cultivated lands and commercial forest plantations have grown by 2.5% and 3.1%, respectively, while built-up areas have increased by 2.8%. Model performance was reliable, with Nash–Sutcliffe Efficiency values between 0.2 and 0.73 and the best results at station X2H032 (with R 2 of 0.7 during calibration and 0.8 during validation). Discussion Results indicated that the spatial distribution of evaporation and surface runoff varied significantly with LULC, while climate variability notably reduced surface runoff volumes during dry seasons. The overall streamflow discharge analysis showed a declining trend from 1980 to 2020 at the catchment outlet, consistent with the SPI and SSI findings and the SWAT evaporation and surface runoff results. Consequently, the study highlights that both LULC and climate variability substantially influence the observed hydrological changes in the river.

Frontiers in WaterVol. 8
University of Limpopo (ZA)
Openalex Percentile: Top 13%
Hydrology and Watershed Management Studies
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The coupled impacts of land management and climate variability on the hydrology of the Crocodile River Catchment in South Africa — Mary Nkosi · Frontiers in Water (2026) | TGRS Research Map | TGRS