My little brother was terrified of thunder. If there was a storm in the middle of the night, he was most definitely crying. Sometimes, it would be broad daylight and it would freak out.
I also remember my dad going into my brothers room and sleeping on the floor next to him when he freaked out. It helped my little brother fall asleep.