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 Pozzer6 and Johannes Flemming7, (1)Royal Netherlands Meteorological Institute, De Bilt, Netherlands, (2)Max Planck Institute for Meteorology, Hamburg, Germany, (3)Royal Belgian Institute for Space Aeronomy, Brussels, Belgium, (4)Meteo France, Toulouse, France, (5)Forschungszentrum Jülich GmbH, Institute of Energy and Climate Research, Jülich, Germany, (6)Max Planck Institute for Chemistry, Atmospheric Chemistry, Mainz, Germany, (7)European Centre for Medium-Range Weather Forecasts, Reading, RG2 9AX UK, Reading, United Kingdom