Amplification of annual and diurnal cycles of alpine lightning

被引:2
|
作者
Simon, Thorsten [1 ,2 ]
Mayr, Georg J. [3 ]
Morgenstern, Deborah [2 ,3 ]
Umlauf, Nikolaus [2 ]
Zeileis, Achim [2 ]
机构
[1] Univ Innsbruck, Dept Math, Technikerstr 21a, A-6020 Innsbruck, Austria
[2] Univ Innsbruck, Dept Stat, Univ Str 15, A-6020 Innsbruck, Austria
[3] Univ Innsbruck, Dept Atmospher & Cryospher Sci, Innrain 52, A-6020 Innsbruck, Austria
基金
奥地利科学基金会;
关键词
Lightning location system; ERA5; Climate change; Generalized additive models; Machine learning; Complex terrain; THUNDERSTORMS; EUROPE; TRENDS;
D O I
10.1007/s00382-023-06786-8
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The response of lightning to a changing climate is not fully understood. Historic trends of proxies known for fostering convective environments suggest an increase of lightning over large parts of Europe. Since lightning results from the interaction of processes on many scales, as many of these processes as possible must be considered for a comprehensive answer. Recent achievements of decade-long seamless lightning measurements and hourly reanalyses of atmospheric conditions including cloud micro-physics combined with flexible regression techniques have made a reliable reconstruction of cloud-to-ground lightning down to its seasonally varying diurnal cycle feasible. The European Eastern Alps and their surroundings are chosen as reconstruction region since this domain includes a large variety of land-cover, topographical and atmospheric circulation conditions. The most intense changes over the four decades from 1980 to 2019 occurred over the high Alps where lightning activity doubled in the 2010 s compared to the 1980 s. There, the lightning season reaches a higher maximum and starts one month earlier. Diurnally, the peak is up to 50% stronger with more lightning strikes in the afternoon and evening hours. Signals along the southern and northern alpine rim are similar but weaker whereas the flatlands surrounding the Alps have no significant trend.
引用
收藏
页码:4125 / 4137
页数:13
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