Abstract. Bioaerosols are produced by biological processes and directly emitted into
the atmosphere, where they contribute to ice nucleation and the formation of
precipitation. Previous studies have suggested that fungal spores constitute
a substantial portion of the atmospheric bioaerosol budget. However, our
understanding of what controls the emission and burden of fungal spores on
the global scale is limited. Here, we use a previously unexplored source of
fungal spore count data from the American Academy of Allergy, Asthma, and
Immunology (AAAAI) to gain insight into the drivers of their emissions.
First, we derive emissions from observed concentrations at 66 stations by
applying the boundary layer equilibrium assumption. We estimate an annual
mean emission of 62 ± 31 m−2 s−1 across the USA. Based on
these pseudo-observed emissions, we derive two models for fungal spore
emissions at seasonal scales: a statistical model, which links fungal spore
emissions to meteorological variables that show similar seasonal cycles (2 m
specific humidity, leaf area index and friction velocity), and a population
model, which describes the growth of fungi and the emission of their spores
as a biological process that is driven by temperature and biomass density.
Both models show better skill at reproducing the seasonal cycle in fungal
spore emissions at the AAAAI stations than the model previously developed by
Heald and Spracklen (2009) (referred to as HS09). We implement all three
emissions models in the chemical transport model GEOS-Chem to evaluate
global emissions and burden of fungal spore bioaerosol. We estimate annual
global emissions of 3.7 and 3.4 Tg yr−1 for the statistical model and
the population model, respectively, which is about an order of magnitude
lower than the HS09 model. The global burden of the statistical and the
population model is similarly an order of magnitude lower than that of the
HS09 model. A comparison with independent datasets shows that the new models
reproduce the seasonal cycle of fluorescent biological aerosol particle
(FBAP) concentrations at two locations in Europe somewhat better than the
HS09 model, although a quantitative comparison is hindered by the ambiguity
in interpreting measurements of fluorescent particles. Observed vertical
profiles of FBAP show that the convective transport of spores over source
regions is captured well by GEOS-Chem, irrespective of which emission scheme
is used. However, over the North Atlantic, far from significant spore
sources, the model does not reproduce the vertical profiles. This points to
the need for further exploration of the transport, cloud processing and wet
removal of spores. In addition, more long-term observational datasets are
needed to assess whether drivers of seasonal fungal spore emissions are
similar across continents and biomes.