Matthew J Hoffman¹, Carolyn Branecky Begeman², Darin Scott Comeau¹, Xylar Asay-Davis³ and Stephen F Price¹, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)University of California Santa Cruz, Earth and Planetary Sciences Department, Santa Cruz, CA, United States, (3)Potsdam Institute for Climate Impact Research, Earth System Analysis, Potsdam, Germany