Kleveland is a surname. Notable people with the surname include:

Åse Kleveland (born 1949), Norwegian singer, guitarist, politician and activist Kathrine Kleveland (born 1966), Norwegian politician Marcus Kleveland (born 1999), Norwegian snowboarder

See also Cleveland (surname)