Chatham Township is a township located in Morris County, New Jersey, United States. As of the 2010 United States Census, the township's population was 10,452, reflecting an increase of 366 (+3.6%) from the 10,086 counted in the 2000 Census, which had in turn increased by 725 (+7.7%) from the 9,361 counted in the 1990 Census.