1. Department of Geography University of Bonn Bonn Germany
2. U.S. Geological Survey, Southwest Biological Science Center, Grand Canyon Monitoring and Research Center Flagstaff Arizona USA
3. School of Earth and Sustainability Northern Arizona University Flagstaff Arizona USA
4. Marda Science Flagstaff Arizona USA