“…We selected elevation (m), maximum snow depth (m), mean temperature in winter ( • C), and distance to river (m) as topographical and meteorological factors (Honda, 2009). The ratio of broad-leaved deciduous forest, ratio of coniferous forest, ratio of grassland, distance to grass land (m), and amount of edge between broad-leaved deciduous forests and farmland (m) were selected as vegetation factors (Naughton-Treves et al, 1998;Agetsuma, 2007). As human-impact factors, the ratio of farmland, the ratio of urban land, distance to farmland, distance to urban land, and distance to road (m) were selected (Yamada and Muroyama, 2010;Honda, 2009).…”