This workshop aims to serve two complementary purposes. The first is to provide a venue to facilitate collaborations among statisticians, atmospheric and hydrological scientists to advance modeling and understanding of high-impact extreme events in the Earth climate system. The second is to introduce graduate students, postdoctoral scholars and researchers from other domains to the techniques and challenges that are unique to extreme value analysis.