The calculated distance (air line) between Rheinberg and Oberhausen is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Oberhausen is certainly longer, as only the direct route (as the crow flies) between Rheinberg and Oberhausen has been calculated here.
Air line (approximately)
20 kilometers
11 nautical miles