United States Death Map Revealed:
A map of natural hazard mortality in the United States has been produced. The map gives a county-level representation of the likelihood of dying as the result of natural events such as floods, earthquakes or extreme weather. ... Hazard mortality is most prominent in the South, where most people were killed by various severe weather hazards and tornadoes. Other areas of elevated risk are the northern Great Plains Region where heat and drought were the biggest killers and in the mountain west with winter weather and flooding deaths. The south central US is also a dangerous area, with floods and tornadoes posing the greatest threat.
Here's the map:
