It does mean that it would be trifle counterproductive if we were to time this poorly and take down the dome while the missile was in mid-flight.

What sort of dome is it that they can't break down? A physical structure, a temporal bubble, an energy field...? The average 21st century Earth society barely has the technological capacity for simple computing.