Have you not seen the maps on the show? That's not the ocean; it's the Missouri River. They've shown maps on the screens at Star Labs a few times where you can see the river between Central and Keystone.

Central City is Kansas City, Missouri, and Keystone City, across the river, is Kansas City, Kansas.