1. Division of Forest Resources and Forest Protection, Institute of Geography and Geoecology, Mongolian Academy of Sciences, Ulaanbaatar, Mongolia
2. International Forestry Consultancy Gradel, Görlitz, Germany
3. School of Engineering and Applied Sciences, National University of Mongolia, Ulaanbaatar, Mongolia