Joseph J Barsugli, CIRES, Boulder, CO, United States, Martin P Hoerling, NOAA, ESRL, Boulder, CO, United States, Ben Livneh, Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States and Xiaowei Quan, NOAA Boulder, ESRL, Boulder, CO, United States