Luke AFB in Arizona conducts a lot of training with NATO air forces. Nothing sinister about it. IIRC, the Germans had a squadron stationed there at one point to handle all their training.
There's a training range nearby, so it's likely the planes disappear as they go low level, then re-appear as they climb back up and return to base.