Christopher R Hakkenberg, Northern Arizona University, Flagstaff, AZ, United States, Matthew P Dannenberg, University of Iowa, Department of Geographical and Sustainability Sciences, Iowa City, IA, United States, Conghe Song, University of North Carolina at Chapel Hill, Department of Geography, Chapel Hill, NC, United States and Katherine B Ensor, Rice University, Department of Statistics, Houston, TX, United States