Spatial variability refers to the way in which a particular phenomenon or attribute varies across different locations within a specific area or region. It is crucial for understanding patterns and processes in fields such as geography, environmental science, and agriculture, where it influences decision-making and management strategies by highlighting the heterogeneity of the landscape.