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| Research on real time processing method of automatic weather station data based on edge calculation |
| Dou Jianhu, Wang Wenyan, Gao Shan, Li Xiaodong |
| Xi'an Meteorological Bureau,Xi'an 710016 |
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Abstract In order to solve the problem of insufficient realtime performance of automatic weather station data and unstable data transmission in the weak network environment,a cloud edge end realtime processing system is constructed,and multisource fusion,flow anomaly detection and quality control compression methods are designed at the edge side to verify typical stations.The results show that edge processing can reduce the average delay to the order of 100 milliseconds,improve the accuracy of anomaly recognition to about 97%,and reduce the amount of uplink data by about 60%,significantly enhancing the data quality and transmission stability.The research shows that the system is suitable for the engineering deployment of automatic station service,and it is recommended to further expand the edge intelligent application in complex scenarios.
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Received: 20 January 2026
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| [1] |
张朝明. 自动气象站实时监测及切换系统设计与开发[J]. 气象水文海洋仪器, 2025, 42 (6):138140.
|
| [2] |
王霄,谢冬. 基于PLCNET云网关和IOT边缘计算的自动气象站运行监控平台设计[J]. 气象水文海洋仪器, 2024, 41 (1):126129.
|
| [3] |
章超,汪玮,赵宝义,等. 安徽省区域自动气象站运行监控系统设计与实现[J]. 气象水文海洋仪器, 2023, 40 (2):120122.
|
| [4] |
徐敏. 基于边缘计算的智能交通视频数据处理系统设计[J]. 信息与电脑2025,37(23)7578.
|
| [5] |
肖卫青,薛蕾,何文春,等. 气象大数据云平台数据处理系统设计与实现[J]. 应用气象学报, 2025, 36 (6):744758.
|
| [6] |
童凌青,陈晓芳,罗菁. 新型自动气象站仪器设备运行故障及维护管理研究[J]. 农业灾害研究, 2025, 15 (8):3941.
|
| [7] |
刘树基. 自动气象站观测质量提升研究[J]. 仪器仪表用户, 2025, 32 (5):9698.
|
| [8] |
徐远远,马赛飞. 基于MQTT协议区域自动气象站数据传输设计[J]. 气象科技, 2025, 53 (1):19.
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2026, Vol. 43 
