You get access to the strategic resource. I believe the returns have been improved. As an example, I have a city on an island with coal- I am getting four hammers and three food. (Unfortunately I don't have any other mined coal to compare it with). I earlier versions of the game you would get access to the resource but every city had a standard return. I can't help with food/ luxury with a city on top.