The calculated distance (air line) between Semur-en-Auxois and Reims is approximately 124 miles respectively 199 kilometers.
By car or train, the actual journey to Reims is certainly longer, as only the direct route (as the crow flies) between Semur-en-Auxois and Reims has been calculated here.
Air line (approximately)
199 kilometers
108 nautical miles