There’s a lot of parks named White City in the time, too, but that’s probably because of the Worlds Columbian Exposition from what would have been a few years earlier.
A lot did have to to with the popularity of Luna Park on Coney Island. There were three major parks there – Steeplechase Park, Luna Park, and Dreamland – and the Coney Island Luna Park was the first.