I stumbled on this New York Times article that describes just how Manhattan centric the origins of the Manhattan Project actually were.
Imagine warehouses full of uranium in Manhattan today! It shows you just how different 1940’s Manhattan was. Did you know that J. Robert Oppenheimer grew up on Riverside Drive and went to the Ethical Culture School? The Times also includes an interactive map showing some of the major sites of the Manhattan project.