中国南方内陆强降水条件下闪电活动和大气廓线的协同关系分析OA
Synergistic relationship between lightning activity and atmospheric profiles under heavy rainfall conditions in inland southern China
基于 2016-2020 年 4-9 月 ADTD(advanced TOA and direction system)闪电定位系统、全球降水测量计划多卫星遥感反演产品(global precipitation measurement inte-grated multi-satellite retrievals for GPM,GPM IMERG)及欧洲中期天气预报中心第五代再分析资料(ECMWF reanalysis v5,ERA5),分析了中国南方内陆地区强降水事件的降水面积与强度的区域特征,揭示了强降水事件中闪电频次与大气温湿垂直结构的关联性.研究发现,西北(100°~105°E,25°~30°N)和西南(100°~105°E,22.5°~27.5°N)地区强降水事件具有覆盖面积小、但降水强度大的特征,而东北(105°~115°E,25°~30°N)和东南(105°~115°E,22.5°~27.5°N)地区强降水呈现面积大、但降水强度小的特征.4 个地区都存在强降水时闪电频次低的现象,但闪电频次都与温湿廓线层结存在关联性.在强降水 条 件 下,闪电较多时,相对湿度在低层(850 hPa 以下)较高、中高层(500~400 hPa)更低,垂直梯度大;云水含量高且集中于 800 hPa 附近,云冰集中于 200 hPa 附近.闪电较少时,相对湿度在低层较低,与中层接近;云水含量低,垂直分布均匀,云冰高度较低.4 个地区,闪电频次对不同温湿层结因子的敏感性不同:西北、西南地区主要受低层(1 000~800 hPa)相对湿度影响,东北地区的闪电活动主要受1 000~200 hPa 平均温度控制,东南地区则受中高层(500~400 hPa)相对湿度递减率影响最大.
Lightning activity is closely associated with deep convective systems and serves as an effective indica-tor of convective intensity.Understanding the relationship between lightning and precipitation is essential for im-proving severe weather forecasting.However,this relationship is complex,particularly due to the pronounced vari-ability in lightning activity under heavy rainfall conditions.Atmospheric moisture and temperature stratification are two key factors controlling atmospheric instability,and their vertical structures play critical roles in thunderstorm electrification and discharge processes.This study therefore investigates the synergistic relationship between light-ning activity and atmospheric profiles during heavy rainfall events,with the aim of improving forecasting and early warning capabilities for heavy precipitation and lightning hazards. This study first examines the regional characteristics of heavy precipitation and lightning activity in inland southern China.The K-means clustering method is then applied to identify relationships between lightning activity and atmospheric profile characteristics during heavy rainfall events.Finally,multiple linear regression is used to as-sess the sensitivity of lightning activity to different atmospheric stratification factors.The results reveal clear re-gional differences in heavy precipitation characteristics.The northwestern(100°—105°E,25°—30°N)and south-western(100°—105°E,22.5°—27.5°N)regions are characterized by heavy rainfall events with relatively small spatial extent but high precipitation intensity.Incontrast,the northeastern(105°—115°E,25°—30°N)and south-eastern(105°—115°E,22.5°—27.5°N)regions exhibit events with broader spatial coverage but lower intensity. A common feature across all four regions is that heavy rainfall events are generally associated with relatively low lightning flash rates.Nevertheless,lightning activity during these events is strongly correlated with the vertical thermal and moisture structure of the atmosphere.Under conditions of frequent lightning,the relative humidity pro-file shows a pronounced vertical gradient,with high humidity in the lower troposphere(below 850 hPa)and sig-nificantly lower humidity in the mid-to-upper troposphere(500-400 hPa).In addition,cloud liquid water content is high and concentrated near 800 hPa,while cloud ice water content exhibits a pronounced peak near 200 hPa.In-contrast,when lightning activity is weak,lower-tropospheric humidity is reduced and shows less contrast with mid-level humidity,cloud liquid water content is lower and more vertically uniform,and the peak of cloud ice content occurs at lower altitudes. The sensitivity of lightning flash rates to atmospheric thermodynamic parameters also exhibits regional de-pendence.In the northwestern and southwestern regions,lightning activity is primarily controlled by lower-tropo-spheric relative humidity(1 000-800 hPa).In the northeastern region,the mean temperature between 1 000 and 200 hPa plays a dominant role.In the southeastern region,the lapse rate of relative humidity in the mid-to-upper troposphere(500-400 hPa)shows the strongest correlation with lightning activity. Overall,this study systematically elucidates the relationship between lightning activity and the vertical ther-mal-moisture structure of the atmosphere during heavy rainfall events in inland southern China.The results high-light the diagnostic value of atmospheric profiles for lightning activity and provide a scientific basis for improving severe weather forecasting and early warning.Future research will extend this analysis to all-weather conditions to further clarify the response of lightning activity to atmospheric thermodynamic structures,thereby enhancing pre-dictive capabilities for meteorological hazards.
沈晓旭;陈国兴;张义军
复旦大学 大气与海洋科学系/大气科学研究院/中国气象局-复旦大学海洋气象灾害联合实验室,上海 200438复旦大学 大气与海洋科学系/大气科学研究院/中国气象局-复旦大学海洋气象灾害联合实验室,上海 200438||复旦大学 上海市海洋-大气相互作用前沿科学研究基地,上海 200232复旦大学 大气与海洋科学系/大气科学研究院/中国气象局-复旦大学海洋气象灾害联合实验室,上海 200438||复旦大学 上海市海洋-大气相互作用前沿科学研究基地,上海 200232
强降水闪电频次大气垂直廓线聚类分析
heavy precipitationlightning frequencyatmospheric vertical profilescluster analysis
《大气科学学报》 2026 (3)
517-528,12
国家自然科学基金项目(U234220084)
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