Patrick Air Force Base, Florida, Images of America, Paperback The search began in 1946 for a location to conduct long-range missile tests. Cape Canaveral was chosen in part due to a nearby deactivated military base that could support a long-range proving ground for test firing missiles. The base, originally known as Banana River Naval Air