The Riverside County Coroner's Office identified the pilot as 76-year-old Leroy Poulin of Monument, Colorado.
He reportedly kept the aircraft at the nearby French Valley Airport.
His passenger, 37-year-old Francisco Javier Arteaga of Rancho Cucamonga was also killed.
The cause of the crash is under investigation.