No operational forecasting model for allergenic fungal spore exposure exists in Europe.• Potential exposure in Europe was assessed and predicted for 2 major allergenic fungi. • Random forest modelling was applied to N7000 daily time series. • Air temperature and vapour pressure were the most significant variables. • Classification models showed higher capacity for large-scale spore predictions.
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