The U.S. Forest Service estimates 147 million trees in California died following the state’s prolonged drought. New research out of UC Merced suggests a culprit: Extremely dry soil.

Not all California droughts have led to massive forest die-offs. The difference this time, according to an article published Monday in the peer-reviewed journal Nature Geoscience, was the drought’s intense heat and longevity.