A few years ago I made a quick reference to a website called PopSpots, where a man named Bob Egan tracks down and documents the exact locations of album covers.
The PopSpot I referenced was the cover of Billy Joel’s 52nd Street. That was a relatively easy one (the location is right there in the title), but Egan still did a very thorough job of finding the exact location despite 40 years of New York City development.