*Yan Gao^1,2、Jonathan V. Solorzano²、Ronald Estoque³、Shiro Tsuyuzaki¹ (1.Faculty of Environmental Earth Science, Hokkaido University、2.Centro de Investigaciones en Geografía Ambiental, Universidad Nacional Autonoma de Mexico、3.Center for Biodiversity and Climate Change, Forestry and Forest Product Research Institute)