Alexander D Hall¹, Naomi L Goldenson², Xingying Huang¹ and Chad William Thackeray³, (1)University of California Los Angeles, Los Angeles, CA, United States, (2)University of Washington Seattle Campus, Seattle, WA, United States, (3)University of Waterloo, Department of Geography and Environmental Management, Waterloo, Canada