pubs.usgs.gov/wri/1987/404...
Simplified version would be the map below. Tall buildings require a thicker, more surface based bedrock.
Basically Manhattan has a large amount of bedrock outcrops and Staten Island and Long Island. The top right key descends in terms of bedrock strength