Deep Learning for Extreme Weather Detection

Mr Prabhat1, Evan Racah2, Jim Biard3, Yunjie Liu2, Mayur Mudigonda1, Karthik Kashinath4, Christopher Beckham5, Tegan Maharaj5, Samira Kahou6, Chris Pal5, Travis Allen O'Brien7, Michael F Wehner8, Kenneth Kunkel9 and William Drew Collins10, (1)University of California Berkeley, Berkeley, CA, United States, (2)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (3)Cooperative Institute for Climate and Satellite North Carolina State, Asheville, NC, United States, (4)NVIDIA Corporation, Santa Clara, CA, United States, (5)U. Montreal, Montreal, Canada, (6)Microsoft Research, Montreal, Canada, (7)Lawrence Berkeley National Lab, Climate & Ecosystem Sciences Division, Berkeley, United States, (8)Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, United States, (9)CICS-NC/NCDC, Asheville, NC, United States, (10)Berkeley Lab and UC Berkeley, Berkeley, United States