Do zoning maps show restricted/unbuildable land?

[Gary Dezoysa]

I've heard that it's more ideal to invest in markets that have limited potential for new development, as that accelerates property appreciation. 

Do the city maps typically show what land is un-buildable around the city? If not, what other ways could I determine this?