Annoying sound from the ceiling

When walking on unpaved roads, I hear knocking sounds from the roof of the vehicle. I couldn't pinpoint exactly where the sound was coming from. Sometimes I hear the sound from the sunroof, and sometimes from somewhere else.

RAV4 2010

2.5