### Introduction
Climate change poses significant challenges to global food security, particularly in vulnerable regions such as semi-arid areas where agricultural productivity is highly sensitive to climatic variability. In South Africa, the Northern Cape Province epitomizes these challenges, exhibiting a complex interplay between its arid landscape, climate dynamics, and socioeconomic factors that are crucial for agricultural viability. This


