Any military bases nearby? Probably supersonic jets flying together. Sonic booms can be mistaken easily for an explosion especially over such a wide area. You would think that a two county wide boom would have a cause....such as a fertilizer plant or something. Therefore, I think sonic booms are likely the most logical conclusion.
Wright Patterson AFB is right in the area.
The USAF R&D labs are in Dayton.
CC