The calculated distance (air line) between Zuid-Scharwoude and Leiden is approximately 39 miles respectively 63 kilometers.
By car or train, the actual journey to Leiden is certainly longer, as only the direct route (as the crow flies) between Zuid-Scharwoude and Leiden has been calculated here.
Air line (approximately)
63 kilometers
34 nautical miles