Unsupervised and Supervised Machine Learning of Energetic Lightning Radio Pulses for Ground Detection of TGFs

Yunjiao Pu1, Steven A Cummer1, Fanchao Lyu2, Yu Zheng2, Michael S Briggs3, Stephen Lesage4, Bagrat G Mailyan5 and Oliver Roberts6, (1)Duke University, Electrical and Computer Engineering, Durham, NC, United States, (2)Nanjing Joint Institute for Atmospheric Sciences, Nanjing, China, (3)CSPAR, The University of Alabama in Huntsville, Huntsville, United States, (4)Department of Space Science, The University of Alabama in Huntsville, Huntsville, United States, (5)Florida Institute of Technology, Melbourne, United States, (6)Universities Space Research Association, Huntsville, United States