Of course they will. They direct their prayers to a black chunk of stone now, so they'll just sweep up as much of the black stone powder as they can find and call it good.
If the infidels can turn allah's moon god rock into a mile wide glowing crater, the myth of their all powerful allah also goes "poof".
I don't know if their islemming cult can survive that.