Data-driven data assimilation Reconstruction (left) and SSH observation datasets (right) Model emulation Coarse resolution (left) and high resolution (right) of daily NO2 in France (2015) Risk assessment Probability of exceeding annual PM10 regulatory thresholds in France (2009)