In March and April 2007, the forecasts delivered in France by the chemical transport model (CTM) CHIMERE, within the operational platform for air quality monitoring and forecasting PREV'AIR, were significantly underestimating PM10 levels in the boundary layer during intense episodes. The origin of such event was first investigated analyzing observations of the PM10 speciation. It was found a lack of ammonium nitrate in the modeled aerosol composition. This was interpreted as a wrong estimate of ammonia emissions. Agriculture is the main source of anthropogenic ammonia emissions. Ammonia reacts with sulfuric and nitric acids to form ammonium sulfate and nitrate aerosols. Under favourable meteorological conditions, ammonium nitrate can contri...