The calculated distance (air line) between Scherpenzeel and Haarlem is approximately 42 miles respectively 67 kilometers.
By car or train, the actual journey to Haarlem is certainly longer, as only the direct route (as the crow flies) between Scherpenzeel and Haarlem has been calculated here.
Air line (approximately)
67 kilometers
36 nautical miles