In present model on land use and land cover change (LUCC) research, the fusion of multiple scales has been less considered. To solve this problem, a decision tree model (DTM) synthesizing multi-scale features was proposed in this paper; additionally, the simulation result was compared to those from the typical data mining methods. Firstly, the space was subdivided to land use unit with appropriate grid cell size of 9.5 km2, which was used as simulation unit, and land use intensity (LUI), landscape shape index (LSI), and dominant land use type (DLT) were selected as inner indices, proportion of...