Using Aerosol and Ozone Forecasting to Improve Numerical Weather Prediction at ECMWF
Johannes Flemming1, Alessio Bozzo2, Richard J Engelen3, Antje Inness3, Angela Benedetti4, Zak Kipling3, Mark Parrington3, Samuel Remy5, Melanie Ades3, Vincent Huijnen6, Vincent-Henri Peuch3 and Robin James Hogan7, (1)European Centre for Medium-Range Weather Forecasts, Reading, RG2 9AX UK, Reading, United Kingdom, (2)European Centre for Medium‑Range Weather Forecast, Reading, United Kingdom, (3)European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom, (4)European Center for Medium-Range Weather Forecasts, Reading, United Kingdom, (5)HYGEOS research consultancy, Lille, France, (6)Royal Netherlands Meteorological Institute, De Bilt, Netherlands, (7)ECMWF, Reading, United Kingdom
