Cold Spring Harbor, NY is in a high risk hurricane zone. 29 hurricanes have been recorded in the Cold Spring Harbor, NY since 1930. The largest hurricane was Irene in 2011. The most recent Cold Spring Harbor, NY hurricane was Andrea in 2013.