From 1997 to 1999 Arblaster studied at the University of Colorado, USA, where she obtained an MSc in Atmospheric and Oceanic Sciences. Her Masters thesis, supervised by Gerald Meehl (National Center for Atmospheric Research) and Andrew Moore (University of Colorado) was titled "Interdecadal modulation of Australian climate in the Parallel Climate Model".