1. College of Geography and Environmental Science, Northwest Normal University, Lanzhou 730070, China
2. Lanzhou Sub-Center, Remote Sensing Application Center, Ministry of Agriculture, Lanzhou 730000, China
3. Shiyang River Ecological Environment Observation Station, Northwest Normal University, Lanzhou 730070, China