The calculated distance (air line) between Derinkuyu and Mersin is approximately 108 miles respectively 174 kilometers.
By car or train, the actual journey to Mersin is certainly longer, as only the direct route (as the crow flies) between Derinkuyu and Mersin has been calculated here.