The climate distribution features of atmospheric water vapor and the climatic change trend for recent 20 years are analyzed by using the sounding data twice daily which are made through the quality control of CHQC and the check of sequence homogeneity. The linkages between the change trend of atmospheric water vapor and surface air temperature, and between summer water vapor content and precipitation anomaly of eastern China are discussed.