Spatial associations refer to the relationships and patterns that exist between different geographical phenomena and how they are distributed across space. This concept helps in understanding the connections and interactions between various elements, such as population, resources, and infrastructure, enabling geographers to analyze spatial data more effectively. It plays a crucial role in uncovering trends and making sense of geographic information, particularly in the context of data analysis and visualization.