Noah G Randolph-Flagg, University of California Berkeley, Berkeley, CA, United States, Tushar Mittal, University of California Berkeley, Earth and Planetary Science, Berkeley, CA, United States and Douglas Hemingway, Carnegie Institution for Science Washington, Department of Terrestrial Magnetism, Washington, DC, United States