Abstract: The homogeneous spectral units' patches,were taken as the classification unit,and the neighboring-searching algorithm was employed to obtain the relationship of different spatial features,which results in higher classification accuracy of wetland,grassland and farmland.The extractions of water body were also discussed and the comparisons were made(among) different extraction methods.