“…For a long time, the research on lightning is mainly based on Doppler weather radar, lightning location instruments, atmospheric electric field instruments and other detection equipment. Relevant researchers in China and other countries have done a lot of in-depth research work on the electrical characteristics of thunderstorm clouds and precipitation and lightning in the process of severe convective weather, and have achieved fruitful research results (Gungle and Krider, 2006;Holle et al, 1994;Dayeh et al, 2021;Jin et al, 2022;Zhu et al, 2023;Liu et al, 2022;Wang et al, 2016;Li et al, 2022;MacGorman and Morgenstem, 1998;Chatterjee and Das, 2020;Zhang et al, 2015). Serge and Serge, (2001) obtained the relationship between lightning and precipitation through the study of lightning location data, and found that lightning and precipitation are highly consistent in space.…”