Abstract: With the environment of sharing and merging data, the meteorological department gets more data which comes from other industries, such as hydrology bureau, electricity bureau, traffic bureau. The location of the shared observation stations is special. Moreover, the numbers of stations are large. They play a positive role in meteorological monitor and forecast. Due to the lack of the standard preprocessing flow, the meteorological department cannot use the shared data. By designing and implementing of standard preprocessing flow for the sharing data between industries, we can establish the standardized data set coming from other departments. This work has important value. It can accelerate the application of shared data and provide the base indemnification for weather services and disaster prevention.