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Due to the interference of the external environment in the disaster prevention area, the service data monitoring results of the observation station are not accurate. This paper puts forward the design of the service data monitoring system of the meteorological observation station in the disaster prevention area. Ts910 measurement and control communication equipment is used to collect the service data of regional disaster prevention meteorological observation station, combined with the on-site video image, to obtain the early warning information. The warning subsystem uses different colors of disaster warning indicators, combined with the control center and detection engine to build a defense subsystem to resist external attacks and avoid interference from the external environment. Using ArcGIS module to process business data, according to the designed monitoring and early warning functions, combined with websocket communication protocol, a three-dimensional visualization process is designed, and the results are displayed on the computer in real time. The cold air level is used as the prediction index to judge the future weather trend, which is used as the experimental object for verification and analysis. The experimental results show that the system weather data monitoring results are consistent with the actual results, with accurate monitoring effect.