[1] Beijing Normal Univ, Fac Geog Sci, MOE Engn Ctr Deserti fi cat & Blown Sand Control, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
[2] Hebei Acad Sci, Inst Geog Sci, Hebei Engn Res Ctr Geog Informat Applicat, Shijiazhuang 050011, Peoples R China
[3] Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, 19 Xinjiekouwai St, Beijing 100875, Peoples R China