The calculated distance (air line) between Morata de Tajuña and Fuencarral-El Pardo is approximately 24 miles respectively 39 kilometers.
By car or train, the actual journey to Fuencarral-El Pardo is certainly longer, as only the direct route (as the crow flies) between Morata de Tajuña and Fuencarral-El Pardo has been calculated here.
Air line (approximately)
39 kilometers
21 nautical miles