Towards uncertainty estimates in global operational forecasts of trace gases in the Copernicus Atmosphere Monitoring System

Vincent Huijnen1, Idir Bouarar2, Simon Henri Chabrillat3, Yves Christophe3, Doumbia Thierno4, Vlassis Karydis5, Virginie Marecal4, Andrea Pozzer5 and Johannes Flemming6, (1)Royal Netherlands Meteorological Institute, De Bilt, 3730, Netherlands, (2)Max Planck Institute for Meteorology, Hamburg, Germany, (3)Belgian Institute for Space Aeronomy, Brussels, Belgium, (4)Meteo France, Toulouse, France, (5)Max Planck Institute for Chemistry, Mainz, Germany, (6)European Center for Medium-Range Weather Forecasts, Reading, United Kingdom