Big testing ground for the Navy. SD has a large naval base. If you wanted to prank/spook/spy on the USN there would be few better locations to pick from.
And, we're only going to hear of events that were seen. Even if the locations of events were random, we simply would be more capable of spotting ones that happen in that area