The calculated distance (air line) between Alhos Vedros and Rio de Mouro is approximately 18 miles respectively 29 kilometers.
By car or train, the actual journey to Rio de Mouro is certainly longer, as only the direct route (as the crow flies) between Alhos Vedros and Rio de Mouro has been calculated here.
Air line (approximately)
29 kilometers
16 nautical miles