The calculated distance (air line) between Shimo-tsuma and Saitama is approximately 26 miles respectively 41 kilometers.
By car or train, the actual journey to Saitama is certainly longer, as only the direct route (as the crow flies) between Shimo-tsuma and Saitama has been calculated here.
Air line (approximately)
41 kilometers
22 nautical miles