Abstract：The article addresses the issue of incomplete historical data in Guangzhou's automatic weather stations.Based on rule engines and data annotation techniques,a method is designed to define inspection rules by configuring inspection indicators,dynamically construct data inspection tasks,and perform quality analysis and annotation on historical data.The integrity of minute data in Guangzhou's automatic weather stations from 2000 to 2022 is compiled,and the integrity and patterns of historical data from more than 20 years of automatic weather stations are analyzed,aiming to enhance the availability and convenience of historical data.
孙伟忠, 刘明团, 熊梓立, 黄华栋, 张志坚. 基于规则引擎与数据标注技术的自动站历史数据整编与分析[J]. 气象水文海洋仪器, 2024, 41(6): 39-41.
Sun Weizhong, Liu Mingtuan, Xiong Zili, Huang Huadong, Zhang Zhijian. Historical data of automatic station compilation and analysis based on rule engine and data annotation techniques. Meteorological Hydrological and Marine Instrument, 2024, 41(6): 39-41.
2024, Vol. 41 
