The original park was established in 1991 and in 2004 was named after US Navy Commander William Cameron "Willie" McCool, the pilot of Space Shuttle "Columbia" mission STS-107, in which he and the six other crew members were killed in. Vacant land within the park is available for future development of recreational use, such as sports fields, picnic areas, and playgrounds.