A slope map derived from a digital elevation model (DEM) of 30 m
resolution and a land use map from 2007 acquired from the Beijing
Municipal Bureau of Land and Resources were used as auxiliary
maps during the classification. The image was first segmented into
different objects (polygons) using a multi-resolution segmentation
approach