1. Spatial Data Analysis and Visualization Laboratory, University of Hawai`i at Hilo, Hilo, HI, USA
2. Department of Geography and Environmental Science, University of Hawai`i at Hilo, Hilo, HI, USA
3. U.S. Geological Survey Southwest Biological Science Center, Canyonlands Research Station, Moab, UT, USA