USGS Ground-Water Data for the NationNational Water Information System (NWIS) "More than 850,000 records of wells, springs, test holes, tunnels, drains, and excavations in the United States"
Includes latitude/longitude, well depth data, and aquifer descriptions. Surface water and water quality data are also available.