The calculated distance (air line) between Ōtsuki and Fujinomiya is approximately 34 miles respectively 55 kilometers.
By car or train, the actual journey to Fujinomiya is certainly longer, as only the direct route (as the crow flies) between Ōtsuki and Fujinomiya has been calculated here.
Air line (approximately)
55 kilometers
30 nautical miles