The calculated distance (air line) between Annapolis and Ferndale is approximately 16 miles respectively 26 kilometers.
By car or train, the actual journey to Ferndale is certainly longer, as only the direct route (as the crow flies) between Annapolis and Ferndale has been calculated here.