Using historical data on the relationship between temperature and conflict in Africa, researchers have estimated the effect of rising temperatures due to global warming. They concluded that the incidence of African civil war could increase 55 percent by 2030, resulting in an additional 390,000 battle deaths if future wars are as deadly as recent ones.