Bellwood Quarry is an Atlanta quarry between Johnson Rd. and Donald Lee Hollowell Highway; and between Bankhead and Midtown West. It is slated to be turned into a lake for the future Westside Park.
The site was used as a location for filming of the AMC series 'The Walking Dead' in summer 2010.
Links: en.wikipedia.org, moviemaps.org