Deep Learning for Extreme Weather Detection

Mr Prabhat1, Evan Racah2, Jim Biard3, Yunjie Liu2, Mayur Mudigonda1, Karthik Kashinath2, Christopher Beckham4, Tegan Maharaj4, Samira Kahou5, Chris Pal4, Travis Allen O'Brien6, Michael F Wehner7, Kenneth Kunkel8 and William Drew Collins9, (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)U. Montreal, Montreal, Canada, (5)Microsoft Research, Montreal, Canada, (6)Lawrence Berkeley National Lab, Climate & Ecosystem Sciences Division, Berkeley, CA, United States, (7)Berkeley Lab, Berkeley, CA, United States, (8)CICS-NC/NCDC, Asheville, NC, United States, (9)Berkeley Lab and UC Berkeley, Berkeley, CA, United States