Antonescu, B., and S. Burcea, 2010: A cloud-to-ground lightning climatology for Romania. Mon. Wea. Rev., 138, 579−591, https://doi.org/10.1175/2009MWR2975.1.
Bentley, M. L., C. Riley, and E. Mazur, 2019: A winter-season lightning climatology for the contiguous United States. Meteorol. Atmos. Phys., 131, 1327−1340, https://doi.org/10.1007/s00703-018-0641-2.
Bourscheidt, V., O. P. Junior, K. P. Naccarato, and I. R.C.A. Pinto, 2009: The influence of topography on the cloud-to-ground lightning density in South Brazil. Atmospheric Research, 91, 508−513, https://doi.org/10.1016/j.atmosres.2008.06.010.
Chai, J., and J. Sun, 2019: Characteristics of cloud-to-ground lightning activity over hubei province, China. Weather and Climate Extremes, 24, 100207, https://doi.org/10.1016/j.wace.2019.100207.
China Meteorological Administration, 2018: China Lightning Monitoring Report (2017). Meteorology Press, 103 pp. (in Chinese)
Colman, B. R., 1990: Thunderstorms above frontal surfaces in environments without positive CAPE. Part I: A climatology. Mon. Wea. Rev., 118, 1103−1121, https://doi.org/10.1175/1520-0493(1990)118<1103:TAFSIE>2.0.CO;2.
Cummins, K. L., and M. J. Murphy, 2009: An overview of lightning locating systems: History, techniques, and data uses, with an in-depth look at the U.S. NLDN. IEEE Transactions on Electromagnetic Compatibility, 51, 499−518, https://doi.org/10.1109/TEMC.2009.2023450.
Dong, W. H., Y. L. Lin, J. S. Wright, Y. Y. Xie, X. G. Yin, and J. P. Guo, 2019: Precipitable water and CAPE dependence of rainfall intensities in China. Climate Dyn., 52, 3357−3368, https://doi.org/10.1007/s00382-018-4327-8.
Doswell, C. A., 1987: The distinction between large-scale and mesoscale contribution to severe convection: A case study example. Wea. Forecasting, 2, 3−16, https://doi.org/10.1175/1520-0434(1987)002<0003:Tdblsa>2.0.Co;2.
Doswell, C. A., H. E. Brooks, and R. A. Maddox, 1996: Flash flood forecasting: An ingredients-based methodology. Wea. Forecasting, 11, 560−581, https://doi.org/10.1175/1520-0434(1996)011<0560:Fffaib>2.0.Co;2.
Huang, X. G., J. F. Fei, J. M .Sun, and X. P. Cheng, 2017: Analysis on the formation mechanism of an elevated thunderstorm over the middle and lower Yangtze Basin in February 2013. Acta Meteorologica Sinica, 75, 429−441, https://doi.org/10.11676/qxxb2017.031. (in Chinese)
Hunter, S. M., S. J. Underwood, R. L. Holle, and T. L. Mote, 2001: Winter lightning and heavy frozen precipitation in the southeast United States. Wea. Forecasting, 16, 478−490, https://doi.org/10.1175/1520-0434(2001)016<0478:Wlahfp>2.0.Co;2.
Hyun, Y.-K., S. K. Kar, K.-J. Ha, and J. H. Lee, 2010: Diurnal and spatial variabilities of monsoonal CG lightning and precipitation and their association with the synoptic weather conditions over South Korea. Theoretical and Applied Climatology, 102, 43−60, https://doi.org/10.1007/s00704-009-0235-5.
Jiang, L. P., D. Peng, Y. H. Chen, and J. Tang, 2006: Anomalous SST background and the general circulations for the occurrences of winter thunderstorms in pearl river delta. Guangdong Meteorology, (3), 31−33. (in Chinese)
Lericos, T. P., H. E. Fuelberg, A. I. Watson, and R. L. Holle, 2002: Warm season lightning distributions over the Florida Peninsula as related to synoptic patterns. Wea. Forecasting, 17, 83−98, https://doi.org/10.1175/1520-0434(2002)017<0083:WSLDOT>2.0.CO;2.
Li, J. Q., J. S. Wang, S. H. Shen, B. Li, H. Chen, and T. Lin, 2011: Analysis of the cumulative probability of lightning current amplitudes based on the statistical data obtained from the ADTD system. Meteorological Monthly, 37, 226−231. (in Chinese)
Li, P. F., G. F. Zhai, W. J. Pang, W. Hui, W. J. Zhang, J. Chen, and L. T. Zhang, 2021: Preliminary research on a comparison and evaluation of FY-4A LMI and ADTD data through a moving amplification matching algorithm. Remote Sensing, 13, 11, https://doi.org/10.3390/rs13010011.
Liu, X. Y., H. P. Yu, X. Sheng, C. Q. Zhu, Q. Y. Zhao, Y. X. Ma, and S. Gou, 2020: Mechanism analysis of a rare “thunder snow” process in semi-arid area. Meteorological Monthly, 46, 1596−1607, https://doi.org/10.7519/j.issn.1000-0526.2020.12.007. (in Chinese)
Ma, Q. M., 2015: Lightning Monitoring Principle and Technology. Science Press, 311 pp. (in Chinese)
Orville, R. E., and A. C. Silver, 1997: Lighting ground flash density in the contiguous United States: 1992−95. Mon. Wea. Rev., 125, 631−638, https://doi.org/10.1175/1520-0493(1997)125<0631:LGFDIT>2.0.CO;2.
Orville, R. E., and G. R. Huffines, 2001: Cloud-to-ground lightning in the United States: NLDN results in the first decade, 1989-98. Mon. Wea. Rev., 129, 1179−1193, https://doi.org/10.1175/1520-0493(2001)129<1179:CTGLIT>2.0.CO;2.
Pinto, O. Jr., I. R. C. A. Pinto, J. H. Diniz, A. Cazetta Filho, L. C. L. Cherchiglia, and A. M. Carvalho, 2003: A seven-year study about the negative cloud-to-ground lightning flash characteristics in Southeastern Brazil. Journal of Atmospheric and Solar-Terrestrial Physics, 65, 739−748, https://doi.org/10.1016/s1364-6826(03)00077-4.
Qie, X. S., D. X. Liu, and Z. L. Sun, 2014: Recent advances in research of lightning meteorology. Journal of Meteorological Research, 28, 983−1002, https://doi.org/10.1007/s13351-014-3295-0.
Qie, X. S., and Coauthors, 2015: A review of atmospheric electricity research in China. Adv. Atmos. Sci., 32, 169−191, https://doi.org/10.1007/s00376-014-0003-z.
Qie, X. S., and Coauthors, 2021: Understanding the dynamical-microphysical-electrical processes associated with severe thunderstorms over the Beijing metropolitan region. Science China Earth Sciences, 64, 10−26, https://doi.org/10.1007/s11430-020-9656-8.
Ramos, A. M., R. Ramos, P. Sousa, R. M. Trigo, M. Janeira, and V. Prior, 2011: Cloud to ground lightning activity over Portugal and its association with circulation weather types. Atmospheric Research, 101, 84−101, https://doi.org/10.1016/j.atmosres.2011.01.014.
Rodriguez, A., and A. Laio, 2014: Clustering by fast search and find of density peaks. Science, 344, 1492−1496, https://doi.org/10.1126/science.1242072.
Royé, D., N. Lorenzo, and J. Martin-Vide, 2018: Spatial-temporal patterns of cloud-to-ground lightning over the northwest Iberian Peninsula during the period 2010-2015. Natural Hazards, 92, 857−884, https://doi.org/10.1007/s11069-018-3228-9.
Science and Education Department of China Meteorological Administration, 1998: Provincial Meteorological Station Short-term Forecast Post Training Materials. Meteorology Press, 253 pp. (in Chinese)
Shindo, T., and Coauthors, 2016: Lightning occurrence data observed with lightning location systems of electric power companies in Japan: 2009−2013. IEEJ Transactions on Electrical and Electronic Engineering, 11, S28−S33, https://doi.org/10.1002/tee.22323.
Takahashi, T., 1978: Riming electrification as a charge generation mechanism in thunderstorms. J. Atmos. Sci., 35, 1536−1548, https://doi.org/10.1175/1520-0469(1978)035<1536:REAACG>2.0.CO;2.
Wang, D. F., and Coauthors, 2020: Spatial and temporal distribution of lightning activity and contribution of thunderstorms with different lightning-producing capabilities in Beijing metropolitan region. Chinese Journal of Atmospheric Sciences, 44, 225−238, https://doi.org/10.3878/j.issn.1006-9895.1904.19128. (in Chinese)
Wang, D. H., D. Zheng, T. Wu, and N. Takagi, 2021: Winter positive cloud-to-ground lightning flashes observed by LMA in Japan. IEEJ Transactions on Electrical and Electronic Engineering, 16, 402−411, https://doi.org/10.1002/tee.23310.
Wang, J., and Y. Chen, 2015: Analysis of the 2009-2012 lightning distribution characteristics in China. Meteorological Monthly, 41, 160−170, https://doi.org/10.7519/j.issn.1000-0526.2015.02.004. (in Chinese)
Williams, E., 2018: Lightning activity in winter storms: A meteorological and cloud microphysical perspective. IEEJ Transactions on Power and Energy, 138, 364−373, https://doi.org/10.1541/ieejpes.138.364.
World Meteorological Organization, 2021: The Atlas of Mortality and Economic Losses from Weather, Climate and Water Extremes (19702019). World Meteorological Organization, 90 pp.
Xia, R. D., D. L. Zhang, and B. L. Wang, 2015: A 6-yr cloud-to-ground lightning climatology and its relationship to rainfall over central and eastern China. J. Appl. Meteorol. Climatol., 54, 2443−2460, https://doi.org/10.1175/jamc-d-15-0029.1.
Xie, Y. R., K. Xu, T. F. Zhang, and X. T. Liu, 2013: Five-year study of cloud-to-ground lightning activity in Yunnan province, China. Atmospheric Research, 129−130, 49−57, https://doi.org/10.1016/j.atmosres.2012.12.012.
Xue, S. M., P. Yuan, J. Y. Cen, J. G. Liu, and Y. J. Li, 2015: Study on physical characteristics of a bipolar cloud-to-ground lightning discharge plasma. IEEE Transactions on Plasma Science, 43, 851−856, https://doi.org/10.1109/tps.2015.2389874.
Yang, J., K. Zhao, X. C. Chen, A. N. Huang, Y. Y. Zheng, and K. Y. Sun, 2020: Subseasonal and diurnal variability in lightning and storm activity over the Yangtze River Delta, China, during mei-yu season. J. Climate, 33, 5013−5033, https://doi.org/10.1175/JCLI-D-19-0453.1.
Yang, X. L., J. H. Sun, and W. L. Li, 2015: An analysis of cloud-to-ground lightning in China during 2010–13. Wea. Forecasting, 30, 1537−1550, https://doi.org/10.1175/waf-d-14-00132.1.
Yang, Y. R., D. Song, S. Y. Wang, P. Li, and Y. Xu, 2018: Characteristics of cloud-to-ground lightning and its relationship with climate change in Muli, Sichuan province, China. Natural Hazards, 91, 1097−1112, https://doi.org/10.1007/s11069-018-3169-3.
Yu, X. D., X. G. Zhou, and X. M. Wang, 2016: A preliminary case study of elevated convection in China. Acta Meteorologica Sinica, 74, 902−918, https://doi.org/10.11676/qxxb2016.075. (in Chinese)
Yuan, T., and X. S. Qie, 2004: Spatial and temporal distributions of lightning activities in China from satellite observation. Plateau Meteorology, 23, 488−494, https://doi.org/10.3321/j.issn:1000-0534.2004.04.011. (in Chinese)
Zhao, J., and C. K. Chen, 2004: China Geography. Higher Education Press, 620 pp. (in Chinese)
Zhang, W., Q. Meng, M. Ma, and Y. Zhang, 2012: Lightning casualties and damages in China from 1997 to 2009. Natural Hazards, 57, 465−476, https://doi.org/10.1007/s11069-010-9628-0.
Zheng, D., Y. J. Zhang, Q. Meng, L. W. Chen, and J. R. Dan, 2016: Climatological comparison of small- and large-current cloud-to-ground lightning flashes over Southern China. J. Climate, 29, 2831−2848, https://doi.org/10.1175/JCLI-D-15-0386.1.
Zheng, D., D. H. Wang, Y. J. Zhang, T. Wu, and N. Takagi, 2019: Charge regions indicated by LMA lightning flashes in Hokuriku's winter thunderstorms. J. Geophys. Res., 124, 7179−7206, https://doi.org/10.1029/2018jd030060.
Zheng, L. N., and J. Jin, 2012: Analysis on formation mechanism of rare ‘Thundersnow’ phenomenon in Shandong on 28 February 2010. Plateau Meteorology, 31, 1151−1157. (in Chinese)
Zhou, K. H., Y. G. Zheng, and Y. Lan, 2016: Flash cell identification, tracking and nowcasting with lightning data. Journal of Applied Meteorological Science, 27, 173−181, https://doi.org/10.11898/1001-7313.20160205. (in Chinese)