More and more observed data with higher resolution and higher precision are needed in the city weather research and city weather services.Meanwhile, there are a lot of conventional and non conventional observations are provided along with the development of the city weather observation system.In order to form the more perfect weather element fields with these data, objective analysis technique should be used firstly.The variational data analysis technique is tested based on the observations of meteorological posts, conventional weather stations and land use categories in Shanghai.