1 definition found vernon valley - U.S. Gazetteer (1990) : Vernon Valley, NJ (CDP, FIPS 75755) Location: 41.23680 N, 74.48752 W Population (1990): 1696 (514 housing units) Area: 5.6 sq km (land), 0.1 sq km (water)