Barthe, C., and J. P. Pinty, 2007: Simulation of a supercellular storm using a three-dimensional mesoscale model with an explicit lightning flash scheme. J. Geophys. Res., 112, D06210, https://doi.org/10.1029/2006JD007484. |
Betz, H. D., and B. Meneux, 2014: LINET systems−10 years experience. Proc. 2014 Int. Conf. on Lightning Protection, Shanghai, IEEE, 1553−1557, https://doi.org/10.1109/ICLP.2014.6973377. |
Brook, M., M. Nakano, P. Krehbiel, and T. Takeuti, 1982: The electrical structure of the Hokuriko winter thunderstorms. J. Geophys. Res., 87, 1207−1215, https://doi.org/10.1029/JC087iC02p01207. |
Buiat, M., F. Porcù, and S. Dietrich, 2017: Observing relationships between lightning and cloud profiles by means of a satellite-borne cloud radar. Atmospheric Measurement Techniques, 10, 221−230, https://doi.org/10.5194/amt-10-221-2017. |
Calhoun, K. M., D. R. MacGorman, C. L. Ziegler, and M. I. Biggerstaff, 2013: Evolution of lightning activity and storm charge relative to dual-Doppler analysis of a high-precipitation supercell storm. Mon. Wea. Rev., 141, 2199−2223, https://doi.org/10.1175/MWR-D-12-00258.1. |
Calhoun, K. M., E. R. Mansell, D. R. MacGorman, and D. C. Dowell, 2014: Numerical simulations of lightning and storm charge of the 29−30 May 2004 Geary, Oklahoma, Supercell Thunderstorm Using EnKF Mobile Radar Data Assimilation. Mon. Wea. Rev., 142, 3977−3997, https://doi.org/10.1175/MWR-D-13-00403.1. |
Carey, L. D., and S. A. Rutledge, 1996: A multiparameter radar case study of the microphysical and kinematic evolution of a lightning producing storm. Meteorol. Atmos. Phys., 59, 33−64, https://doi.org/10.1007/BF01032000. |
Carey, L. D., and K. A. Buffalo, 2007: Environmental control of cloud-to-ground lightning polarity in severe storms. Mon. Wea. Rev., 135, 1327−1353, https://doi.org/10.1175/MWR3361.1. |
Carey, L. D., M. J. Murphy, T. L. McCormick, and N. W. S. Demetriades, 2005: Lightning location relative to storm structure in a leading-line, trailing-stratiform mesoscale convective system. J. Geophys. Res., 110, D03105, https://doi.org/10.1029/2003JD004371. |
Carey, L. D., E. V. Schultz, C. J. Schultz, W. Deierling, W. A. Petersen, A. L. Bain, and K. E. Pickering, 2019: An evaluation of relationships between radar-inferred kinematic and microphysical parameters and lightning flash rates in Alabama storms. Atmosphere, 10, 796, https://doi.org/10.3390/atmos10120796. |
Chen, M. X., Y. C. Wang, F. Gao, and X. Xiao, 2012: Diurnal variations in convective storm activity over contiguous North China during the warm season based on radar mosaic climatology. J. Geophys. Res., 117, D20115, https://doi.org/10.1029/2012JD018158. |
Cummins, K. L., M. J. Murphy, E. A. Bardo, W. L. Hiscox, R. B. Pyle, and A. E. Pifer, 1998: A combined TOA/MDF technology upgrade of the U.S. national lightning detection network. J. Geophys. Res., 103, 9035−9044, https://doi.org/10.1029/98JD00153. |
Deierling, W., and W. A. Petersen, 2008: Total lightning activity as an indicator of updraft characteristics. J. Geophys. Res., 113, D16210, https://doi.org/10.1029/2007JD009598. |
Deierling, W., W. A. Petersen, J. Latham, S. Ellis, and H. J. Christian, 2008: The relationship between lightning activity and ice fluxes in thunderstorms. J. Geophys. Res., 113, D15210, https://doi.org/10.1029/2007JD009700. |
Emersic, C., P. L. Heinselman, D. R. MacGorman, and E. C. Bruning, 2011: Lightning activity in a hail-producing storm observed with phased-array radar. Mon. Wea. Rev., 139, 1809−1825, https://doi.org/10.1175/2010MWR3574.1. |
Fierro, A. O., M. S. Gilmore, E. R. Mansell, L. J. Wicker, and J. M. Straka, 2006: Electrification and lightning in an idealized boundary-crossing supercell simulation of 2 June 1995. Mon. Wea. Rev., 134, 3149−3172, https://doi.org/10.1175/MWR3231.1. |
Gilmore, M. S., and L. J. Wicker, 2002: Influences of the local environment on supercell cloud-to-ground lightning, radar characteristics, and severe weather on 2 June 1995. Mon. Wea. Rev., 130, 2349−2372, https://doi.org/10.1175/1520-0493(2002)130<2349:IOTLEO>2.0.CO;2. |
Hare, B. M., and Coauthors, 2018: LOFAR lightning imaging: Mapping lightning with nanosecond precision. J. Geophys. Res., 123, 2861−2876, https://doi.org/10.1002/2017JD028132. |
Jayaratne, E. R., C. P. R. Saunders, and J. Hallett, 1983: Laboratory studies of the charging of soft-hail during ice crystal interactions. Quart. J. Roy. Meteorol. Soc., 109, 609−630, https://doi.org/10.1002/qj.49710946111. |
Kuhlman, K. M., C. L. Ziegler, E. R. Mansell, D. R. MacGorman, and J. M. Straka, 2006: Numerically simulated electrification and lightning of the 29 June 2000 STEPS supercell storm. Mon. Wea. Rev., 134, 2734−2757, https://doi.org/10.1175/MWR3217.1. |
Kuhlman, K. M., D. R. MacGorman, M. I. Biggerstaff, and P. R. Krehbiel, 2009: Lightning initiation in the anvils of two supercell storms. Geophys. Res. Lett., 36, L07802, https://doi.org/10.1029/2008GL036650. |
Lang, T. J., S. A. Rutledge, and K. C. Wiens, 2004: Origins of positive cloud-to-ground lightning flashes in the stratiform region of a mesoscale convective system, Geophys. Res. Lett., 31, L10105, https://doi.org/10.1029/2004GL019823. |
Li, Y. J., G. S. Zhang, and Y. J. Zhang, 2020: Evolution of the charge structure and lightning discharge characteristics of a Qinghai-Tibet plateau thunderstorm dominated by negative cloud-to-ground flashes. J. Geophys. Res., 125, e2019JD031129, https://doi.org/10.1029/2019jd031129. |
Liu, D. X., X. S. Qie, Y. J. Xiong, and G. L. Feng, 2011: Evolution of the total Lightning activity in a leading-line and trailing stratiform mesoscale convective system over Beijing. Adv. Atmos. Sci., 28, 866−878, https://doi.org/10.1007/s00376-010-0001-8. |
Liu, D. X., G. L. Feng, S. J. Wu, 2009: The characteristics of cloud-to-ground lightning activity in hailstorms over northern China. Atmos. Res., 91, 459−465, https://doi.org/10.1016/j.atmosres.2008.06.016. |
Liu, H. P., and V. Chandrasekar, 2000: Classification of hydrometeors based on polarimetric radar measurements: Development of fuzzy logic and Neuro-Fuzzy systems, and in situ verification. J. Atmos. Oceanic Technol., 17, 140−164, https://doi.org/10.1175/1520-0426(2000)017<0140:COHBOP>2.0.CO;2. |
MacGorman, D. R., 1993: Lightning in tornadic storms: A review. The Tornado: Its Structure, Dynamics, Prediction, and Hazards, G. R. Hoffman et al., Eds., The American Geophysica, 173-182, https://doi.org/10.1029/GM079p0173. |
MacGorman, D. R., J. M. Straka, and C. L. Ziegler, 2001: A lightning parameterization for numerical cloud models. J. Appl. Meteorol., 40, 459−478, https://doi.org/10.1175/1520-0450(2001)040<0459:ALPFNC>2.0.CO;2. |
MacGorman, D. R., W. D. Rust, P. Krehbiel, W. Rison, E. Bruning, and K. Wiens, 2005: The electrical structure of two supercell storms during STEPS. Mon. Wea. Rev., 133, 2583−2607, https://doi.org/10.1175/MWR2994.1. |
Mansell, E. R., 2000: Electrification and lightning in simulated supercell and non-supercell thunderstorms. PhD dissertation, University of Oklahoma. |
Mansell, E. R., D. R. MacGorman, C. L. Ziegler, and J. M. Straka, 2002: Simulated three-dimensional branched lightning in a numerical thunderstorm model. J. Geophys. Res., 107(D9), 4075, https://doi.org/10.1029/2000JD000244. |
Mansell, E. R., C. L. Ziegler, and E. C. Bruning, 2010: Simulated electrification of a small thunderstorm with two-moment bulk microphysics. J. Atmos. Sci., 67, 171−194, https://doi.org/10.1175/2009JAS2965.1. |
Marra, A. C., and Coauthors, 2017: Observational analysis of an exceptionally intense hailstorm over the Mediterranean area: Role of the GPM Core Observatory. Atmospheric Research, 192, 72−90, https://doi.org/10.1016/j.atmosres.2017.03.019. |
Nag, A., and V. A. Rakov, 2009: Some inferences on the role of lower positive charge region in facilitating different types of lightning. Geophys. Res. Lett., 36, L05815, https://doi.org/10.1029/2008GL036783. |
Petersen, W. A., H. J. Christian, and S. A. Rutledge, 2005: TRMM observations of the global relationship between ice water content and lightning. Geophys. Res. Lett., 32, L14819, https://doi.org/10.1029/2005GL023236. |
Qie, X. S., T. L. Zhang, C. P. Chen, G. S. Zhang, T. Zhang, and W. Z. Wei, 2005: The lower positive charge center and its effect on lightning discharges on the Tibetan Plateau. Geophys. Res. Lett., 32, L05814, https://doi.org/10.1029/2004GL022162. |
Qie, X. S., and Coauthors, 2015: A review of atmospheric electricity research in China. Adv. Atmos. Sci., 32(2), 169−191, https://doi.org/10.1007/s00376-014-0003-z. |
Rison, W., P. R. Krehbiel, M. G. Stock, H. E. Edens, X. M. Shao, R. J. Thomas, M. A. Stanley, and Y. Zhang, 2016: Observations of narrow bipolar events reveal how lightning is initiated in thunderstorms. Nature Communications, 7, 10721, https://doi.org/10.1038/ncomms10721. |
Schultz, C. J., L. D. Carey, E. V. Schultz, and R. J. Blakeslee, 2017: Kinematic and microphysical significance of lightning jumps versus nonjump increases in total flash rate. Wea. Forecasting, 32, 275−288, https://doi.org/10.1175/WAF-D-15-0175.1. |
Shi, D. D., D. Zheng., Y. Zhang, Y. J. Zhang, Z. G. Huang, W. T. Lu, S. D. Chen, and X. Yan, 2017: Low-frequency E-field Detection Array (LFEDA)−Construction and preliminary results. Science China Earth Sciences, 60, 1896−1908, https://doi.org/10.1007/s11430-016-9093-9. |
Srivastava, A., and Coauthors, 2017: Performance assessment of Beijing Lightning Network (BLNET) and comparison with other lightning location networks across Beijing. Atmospheric Research, 197, 76−83, https://doi.org/10.1016/j.atmosres.2017.06.026. |
Stolzenburg, M., W. D. Rust, and T. C. Marshall, 1998: Electrical structure in thunderstorm convective regions: 2. Isolated storms. J. Geophys. Res., 103, 14079−14096, https://doi.org/10.1029/97JD03547. |
Sun, L., X.S. Qie, E. R. Mansell, Z.X. Chen, Y. Xu, R. B. Jiang, Z. L. Sun, 2018: Feedback effect of electric field force on electrification and charge structure in thunderstorm. Acta Phys. Sin., 67(16), 169201, https://doi.org/10.7498/aps.67.20180505. |
Sun, J. Z., and Y. Zhang, 2008: Analysis and prediction of a squall line observed during IHOP using multiple WSR-88D observations. Mon. Wea. Rev., 136, 2364−2388, https://doi.org/10.1175/2007MWR2205.1. |
Takahashi, T., 1984: Thunderstorm electrification—A numerical study. J. Atmos. Sci., 41, 2541−2558, https://doi.org/10.1175/1520-0469(1984)041<2541:TENS>2.0.CO;2. |
Thomas, R. J., P. R. Krehbiel, W. Rison, S. J. Hunyady, W. P. Winn, T. Hamlin, and J. Harlin, 2004: Accuracy of the lightning mapping array. J. Geophys. Res., 109, D14207, https://doi.org/10.1029/2004JD004549. |
Tian, Y., and Coauthor, 2019: Total lightning signatures of thunderstorms and lightning jumps in hailfall nowcasting in the Beijing area. Atmospheric Research, 230, 104646, https://doi.org/10.1016/j.atmosres.2019.104646. |
Wang, Y., and Coauthors, 2016: Beijing Lightning Network (BLNET) and the observation on preliminary breakdown processes. Atmospheric Research, 171, 121−132, https://doi.org/10.1016/j.atmosres.2015.12.012. |
Weiss, S. A., D. R. MacGorman, and K. M. Calhoun, 2012: Lightning in the anvils of supercell thunderstorms. Mon. Wea. Rev., 140, 2064−2079, https://doi.org/10.1175/MWR-D-11-00312.1. |
Wiens, K. C., S. A. Rutledge, and S. A. Tessendorf, 2005: The 29 June 2000 supercell observed during STEPS. Part II: Lightning and charge structure. J. Atmos. Sci., 62, 4151−4177, https://doi.org/10.1175/JAS3615.1. |
Williams, E. R., 2001: The electrification of severe storms. Meteorol. Monogr., 50, 527−528, https://doi.org/10.1175/0065-9401-28.50.527. |
Williams, E. R., 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. |
Xiao, X., J. Z. Sun, M. X. Chen, X. S. Qie, Y. C. Wang, and Z. M. Ying, 2017: The characteristics of weakly forced mountain-to-plain precipitation systems based on radar observations and high-resolution reanalysis. J. Geophys. Res., 122(6), 3193−3213, https://doi.org/10.1002/2016JD025914. |
Xiao, X., J. Z. Sun, M. X. Chen, X. S. Qie, Z. M. Ying, Y. C. Wang, and L. Ji, 2019: Comparison of environmental and mesoscale characteristics of two types of mountain-to-plain precipitation systems in the Beijing region, China. J. Geophys. Res., 124, 6856−6872, https://doi.org/10.1029/2018JD029896. |
Yu, M., S. G. Miao, and Q. C. Li, 2017: Synoptic analysis and urban signatures of a heavy rainfall on 7 August 2015 in Beijing. J. Geophys. Res., 122, 65−78, https://doi.org/10.1002/2016JD025420. |
Yuan, S. F., R. B. Jiang, X. S. Qie, D. F. Wang, Z. L. Sun, M. Y. Liu, 2017: Characteristics of upward lightning on the Beijing 325 m meteorology tower and corresponding thunderstorm conditions. J. Geophys. Res., 122, 12,093−12,105, https://doi.org/10.1002/2017JD027198. |
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. |
Ziegler, C. L., and D. R. MacGorman, 1994: Observed lightning morphology relative to modeled space charge and electric field distributions in a tornadic storm. J. Atmos. Sci., 51, 833−851, https://doi.org/10.1175/1520-0469(1994)051<0833:OLMRTM>2.0.CO;2. |