Well this is partially because if you were to observe a map of l.I.c. one would quickly come to the realization that it is infact part of the same landmass as long island
Yes, everywhere in New York State, including New York City and Long Island, get snow. However, New York City, Long Island, and the rest of southern New York State get much less snow than they do...