**Problem Statement**
In recent decades, the semi-arid regions of South Africa have faced increasing challenges due to the adverse effects of climate change, notably through the exacerbation of drought conditions. Among these areas, the Northern Cape Province is particularly vulnerable, characterised by its fragile ecosystems, limited water resources, and a population heavily reliant on agriculture for subsistence and livelihood (Schulze, 2016).


