You don't usually see the take off on radar, especially not with high terrain around.

Western airport radar has gotten pretty good at picking up a plane within 2 miles from the runway but that's if it's specifically designed for it and positioned at the airport.

So some mobile missile launcher array would see the plane pop up a lot later. Someone sitting at the screen with their finger on the trigger could be startled by the first flight of the day and launch.