Games like Railway Empire: Japan

If you finished Railway Empire: Japan, the closest matches are Farming Simulator 19, Transport Fever 2, Railroad Tycoon II, Industry Giant II and Dragon City. All 7 share its simulator genre and are ranked by how closely their themes and modes overlap.