Database Query Optimization for Map Services is a computational methodology that enhances the efficiency and responsiveness of geospatial data retrieval in web mapping applications by minimizing query execution time and resource usage through schema design, indexing strategies, and spatial query processing tailored to the spatial-temporal characteristics of map service requests.