Spatial data structures are specialized data structures designed to efficiently store, query, and manipulate spatial information, such as geographical coordinates or multidimensional data points. They optimize operations like search, insertion, and deletion by leveraging the spatial properties of the data, which is crucial for applications in geographic information systems, computer graphics, and spatial databases.