The calculated distance (air line) between Düsseldorf and Leiden is approximately 117 miles respectively 189 kilometers.
By car or train, the actual journey to Leiden is certainly longer, as only the direct route (as the crow flies) between Düsseldorf and Leiden has been calculated here.
Air line (approximately)
189 kilometers
102 nautical miles