The calculated distance (air line) between South Norwood and Leeds is approximately 177 miles respectively 284 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between South Norwood and Leeds has been calculated here.
Air line (approximately)
284 kilometers
154 nautical miles