大气电场波动及雷暴活动距离研究

Research on Atmospheric Electric Field Fluctuations and Thunderstorm Activity Distance

  • 摘要: 基于2023年5—9月双流国际机场大气电场仪与闪电定位仪的监测数据,通过对大气电场与闪电定位数据进行时间匹配,进一步利用DBSCAN与K-means聚类分析算法,研究大气电场的夏季波动特征以及电场与雷暴活动距离机场远近的关系。结果表明:大气电场可分为波动电场与非波动电场;波动电场主要分布在7—8月,其波动越弱,雷暴活动距离越靠近本场;非波动电场主要分布在6月和9月,其波动越弱,雷暴活动距离越远离本场;6月和9月雷雨天气过程的发生频率相对7—8月更低,大气电场波动总体偏弱。

     

    Abstract: Based on the monitoring data of the atmospheric electric field and lightning location instrument at Shuangliu International Airport from May to September 2023, the fluctuation characteristics of the atmospheric electric field in summer and the relationship between the electric field and the distance from the airport to the thunderstorm activity were studied by using DBSCAN and K-means clustering analysis algorithm. The results show that the atmospheric electric field can be divided into fluctuating and non-fluctuating types. The fluctuating electric field primarily occurred from July to August, with weaker fluctuations indicating that the thunderstorm activity was closer to the airport. For the non fluctuating electric field, the weaker the fluctuation of the atmospheric electric field, the farther away the thunderstorm activity was from the ariport The frequency of thunderstorm weather processes in June and September was relatively lower than in July and August, and the overall fluctuation of the atmospheric electric field was generally weaker.

     

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