Joao Marcos Souza, Cooperative Institute for Research in Environmental Sciences, Boulder, United States, Adam Schneider, NOAA Physical Sciences Lab, Modeling and Data Assimilation Division, Boulder, United States, Sergey Frolov, NOAA/PSL, Boulder, United States and Jeffrey Whitaker, NOAA PSL, Boulder, United States