35-year-old Julio Sesar Garcia is charged with 1st degree arson. Garcia was arrested later that day.
Police and fire crews were called to the 3100 block of south Apple Street in Boise and found the SUV on fire.
Investigators say Garcia and the owner of the vehicle know each other.
Police are still investigating a possible motive.