Diana Zamora-Reyes, University of Arizona, Department of Hydrology and Atmospheric Sciences, Tucson, AZ, United States, Valerie Trouet, University of Arizona, Laboratory of Tree-Ring Research, Tucson, AZ, United States, Bryan Black, University of Arizona, Tucson, United States and Guobao Xu, University of Arizona, Tucson, AZ, United States