Hi Stephan, I experienced the same thing one while driving down the road. It turned out to be the rubber inset on the roof running just above the doors and immediately below the roof rack. The rubber had come loose toward the back and was flapping in the wind. I pressed it firmly back in and have had it happen one other time but pressed it back firmly in place and it has been fine since.