The calculated distance (air line) between Shirebrook and Belper is approximately 17 miles respectively 27 kilometers.
By car or train, the actual journey to Belper is certainly longer, as only the direct route (as the crow flies) between Shirebrook and Belper has been calculated here.
Air line (approximately)
27 kilometers
14 nautical miles