Tongtong Xu, Georgia Institute of Technology Main Campus, Atlanta, GA, United States, Emanuele Di Lorenzo, Georgia Inst Tech, Earth and Atmospheric Sciences, Atlanta, GA, United States, Matthew Newman, University of Colorado at Boulder, Boulder, CO, United States and Antonietta Capotondi, University of Colorado, CIRES, Boulder, CO, United States

Dave Frame¹, Suzanne Rosier², Luke James Harrington¹ and Dáithí A Stone³, (1)Victoria University of Wellington, Wellington, New Zealand, (2)NIWA National Institute of Water and Atmospheric Research, Wellington, New Zealand, (3)Lawrence Berkeley National Lab, Computational Research Division, Berkeley, CA, United States

Dillon J Amaya, University of Colorado, Boulder, CO, United States, Michael A Alexander, NOAA/Earth System Research Laboratory, Physical Science Division, Boulder, CO, United States, Antonietta Capotondi, University of Colorado, CIRES, Boulder, CO, United States, Clara Deser, National Center for Atmospheric Research, Boulder, CO, United States, Kristopher B Karnauskas, Woods Hole Oceanographic Inst, Woods Hole, MA, United States, Arthur J Miller, University of California San Diego, La Jolla, CA, United States and Nathan J Mantua, NOAA Southwest Fisheries Science Center, La Jolla, CA, United States

Cascade Tuholske, University of California Santa Barbara, Department of Geography, Santa Barbara, CA, United States, Kelly K Caylor, University of California, Santa Barbara, CA, United States, Christopher Funk, USGS, Baltimore, MD, United States, Andrew Verdin, University of Minnesota Twin Cities, Institute for Social Research and Data Innovation; Minnesota Population Center, Minneapolis, MN, United States, Stuart Sweeney, Pasadena, CA, United States; University of California Santa Barbara, Geography, Santa Barbara, CA, United States, Pete Peterson, University of California Santa Barbara, Santa Barbara, United States, Tom Evans, University of Arizona, School of Geography & Development, Tucson, United States and Kathryn Grace, University of Minnesota Twin Cities, Minneapolis, United States

Jonas Jägermeyr¹, Christoph Müller², Alexander C Ruane³, Corey Samuel Lesk⁴, Katja Frieler² and Joshua Elliott⁵, (1)Columbia University of New York, Center for Climate Systems Research, New York, NY, United States, (2)Potsdam Institute for Climate Impact Research, Potsdam, Germany, (3)NASA Goddard Institute for Space Studies, New York, NY, United States, (4)Columbia University of New York, Palisades, NY, United States, (5)Darpa, Arlington, United States

Laurie Huning^1,2 and Amir AghaKouchak², (1)California State University, Long Beach, Department of Civil Engineering and Construction Engineering Management, Long Beach, CA, United States, (2)University of California, Irvine, Department of Civil and Environmental Engineering, Irvine, CA, United States