Thunder is the sound caused by lightning. Depending upon the distance from and nature of the lightning, it can range from a long, low rumble to a sudden, loud crack. From Wikipedia
Intense downpours, lightning, and hail caused localized flooding and power outages, but settled weather is expected to return this week.