Spatial Query Language (SQL) refers to a set of extensions to SQL that allows for querying spatial data stored in a database, enabling operations such as spatial filtering and spatial joins. It is crucial for applications in Geographic Information Systems (GIS), where it helps in analyzing and manipulating spatial datasets to derive meaningful insights about geographic phenomena.