How about those motion detecting security lights?

OR, if it were me I'd stay up all night long on the day they do the most stuff and wait for them by a window where the car is. They get close, snap a picture.

Heck, even invest in a pellet gun. Or a paintball gun.

Then again, I'm not exactly a 'peaceful' person. I have little to no patience.