Emma Kanerva (born 13 July 1985) is a Finnish dressage rider. She represented Finland in the 2012 Summer Olympics in London, finishing 22nd. She also competed at the World Equestrian Games in 2010 and 2018. Kanerva represented Finland three times during the European Championships in 2011, 2013 and 2015.