Mark A Tschudi, University of Colorado at Boulder, CCAR, Boulder, CO, United States, Walter Meier, National Snow and Ice Data Center, CIRES, University of Colorado Boulder, Boulder, CO, United States and J Scott Stewart, National Snow and Ice Data Center, Boulder, United States