Using Aerosol and Ozone Forecasting to Improve Numerical Weather Prediction at ECMWF
Johannes Flemming1, Alessio Bozzo2, Richard J Engelen1, Antje Inness1, Angela Benedetti3, Zak Kipling1, Mark Parrington1, Samuel Remy4, Melanie Ades1, Vincent Huijnen5, Vincent-Henri Peuch1 and Robin James Hogan6, (1)European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom, (2)European Centre for Medium‑Range Weather Forecast, Reading, United Kingdom, (3)European Center for Medium-Range Weather Forecasts, Reading, United Kingdom, (4)HYGEOS research consultancy, Lille, France, (5)Royal Netherlands Meteorological Institute, De Bilt, Netherlands, (6)ECMWF, Reading, United Kingdom
