Johan Frederik Kobberup Andersen (24 January 1920 - 7 May 2003) was a Danish sprint canoeist from Aarhus who competed in the late 1940s and early 1950s. He won a silver medal in the K-1 1000 m event at the 1948 Summer Olympics in London.
Andersen also won a complete set of medals at the ICF Canoe Sprint World Championships with a gold (K-1 500 m: 1950), a silver (K-1 4 x 500 m: 1950), and a bronze (K-1 4 x 500 m: 1948).