The calculated distance (air line) between Saitama and Minamiuonuma is approximately 92 miles respectively 148 kilometers.
By car or train, the actual journey to Minamiuonuma is certainly longer, as only the direct route (as the crow flies) between Saitama and Minamiuonuma has been calculated here.
Air line (approximately)
148 kilometers
80 nautical miles