Jeffrey A Hicke, University of Idaho, Moscow, ID, United States, Polly Buotte, University of California, Berkeley, Energy and Resources Group, Berkeley, CA, United States, Kenneth Raffa, University of Wisconsin, Madison, WI, United States and Haiganoush K. Preisler, USDA Forest Service, Albany, CA, United States