The temporal and spatial distribution of precipitation in the dry and semi-dry region of China are investigated by carrying out the complex Emperical Orthogonal Function technique for 45 stations from 1950 through 1992 A. D. In this region, Three spatial patterns have been derived. In addition, the relationship between the precipitation patterns and Arctic sea ice indices have been also analysed. Finally, the possible influence of physical processes were also discussed.