https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2024JD042734

*Authors*
Qing Niu, Christina McCluskey, Greg M. McFarquhar

First published: *19 April 2025*

https://doi.org/10.1029/2024JD042734

*Abstract*
Marine boundary layer (MBL) clouds play a crucial role in regulating
radiative balance in the atmosphere. Previous studies identified that MBL
cloud droplet number concentration (Nd) is underestimated by a factor of 2
over the summertime Southern Ocean (SO) close to the Antarctic coast in
many models. Here, comparisons between cloud condensation nuclei (CCN)
observations from field campaigns during the 2017–2018 Austral summer over
the Australasian sector of the SO and simulated CCN from the Community
Atmospheric Model 6 (CAM6) are presented. Modeled MBL CCN number
concentration (NCCN) is underestimated, by close to 100% at latitudes south
of 55°S with the NCCN bias (a) largest close to the Antarctic Plateau
during summer, implying the biased CCN type has seasonal and latitudinal
variation and, (b) three times larger over sea ice than over open water,
implying sea spray CCN are better simulated compared to secondary CCN.
Assessments of aerosol size distributions indicate an underestimation of
accumulation-mode-aerosols (Ac) with diameters 70 nm < D < 100 nm. CCN
supersaturation spectra indicate that the observed CCN had lower
hygroscopicity compared to simulated CCN, implying differences in CCN
chemical composition. With secondary aerosols including sulfate being less
hygroscopic than sea salt CCN, the CCN activation ratio derived using bulk
hygroscopicity kappa in the Abdul-Razzak function leads to an
underestimation of critical supersaturation south of 62°S. The biases
reported here highlight important shortfalls in simulated CCN that can be
important to the well-documented underestimated Nd by Earth System Models,
a key feature and uncertainty of pre-industrial conditions.

*Key Points*
There is low bias of cloud condensation nuclei number concentration (NCCN)
south of 55°S over the Southern Ocean

The NCCN-supersaturation spectra show that the Community Atmosphere Model 6
overestimates CCN hygroscopicity

CCN type over the open water is better simulated over the open water
compared to that over sea ice

*Plain Language Summary*
Over the Australasian sector of the Southern Ocean (SO), the particles
suspended in the air right over the water are collected from a field
campaign during the 2017–2018 Austral summer and are simulated using the
Community Atmospheric Model 6 (CAM6). Comparisons show that the number
concentration of particles that can serve as cloud embryos are
underestimated close to the Antarctic coast during February 2018. The
analysis demonstrates that the particle types over the open water are
better simulated than those over the sea ice, implying the missing
particles can be related to the chemical reaction outputs and their
transportation instead of direct emissions from the water with blowing
wind. This is consistent with the finding that the simulated particles do
not match the observed seasonal or latitudinal dependence. This conclusion
is important for SO clouds considering cloud droplets form upon these
particles under favorable conditions and provides insights for Earth System
Model evaluation.

Source: AGU

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