| Abstract: | The main objective of this study is to simulate the potential vegetation types on the basis of environmental parameters. The paper took Barkam County in a mountainous region of the Eastern Tibetan Plateau as the study area. The vegetation distribution was mapped in 1994 and 2007 based on TM remote sensing images by object-oriented interpretation method. We overlaid the two maps to find out the vegetation patches which have not changed, and took them as stable types. Fifty per cent of the stable patches were randomly sampled to operate the logistic regression with related environmental parameters; others were used as test data of simulated results. Seven environmental parameters were mapped, including elevation, slope, aspect, surface curvature, solar radiation, temperature and precipitation, based on DEM data and meteorological site data by GIS technology. The relationship between the spatial distribution of vegetation and environmental variables were quantified by logistic regression. The distribution probabilities of each vegetation type were calculated. Finally, the spatial distribution of potential vegetation was simulated. This research can provide a scientific basis for vegetation restoration and ecological construction in this area. |
