I think a city like that would do well on the foothills of a mountain. (unless you want the big sphery thing aswell, then you just need a butt-ton of open space.)
If you look at the Grand Survival Map you could look for some snowy patches that might indicate a mountain. Then see if there's a nice plains biome in front of it.