Disclosed is a method for processing temporal data. A spatial query is received specifying a mapping function that identifies a set of temporal values for one or more objects. Geographic positions are automatically extracted from each set of temporal values for each of the one or more objects. Point objects are generated from the geographic positions. One or more spatial objects are generated from the point objects.