Green Bay is an unincorporated community in Prince Edward County, Virginia, United States, located on US Highway 360 between Burkeville and Keysville. Peach growing in the area was very successful during the 1930s and 1940s, but finally succumbed to the advancement of larger growers and the change in technique and labor availabilities. Rail access was a mainline by Norfolk and Western Railway and also the Southern Railway which have merged to form Norfolk Southern.