https://acp.copernicus.org/preprints/acp-2021-678/

Potential limitations of using a modal aerosol approach for sulfate
geoengineering applications in climate models

Daniele Visioni, Simone Tilmes, Charles Bardeen, Michael Mills, Douglas G.
MacMartin, Ben Kravitz, and Jadwiga H. Richter

Abstract.
Simulating the complex aerosol microphysical processes in a comprehensive
Earth System Model can be very computationally intensive and therefore many
models utilize a modal approach, where aerosol size distributions are
represented by observations-derived lognormal functions. This approach has
been shown to yield satisfactory results in a large array of applications,
but there may be cases where the simplification in this approach may
produce some shortcomings. In this work we show specific conditions under
which the current approximations used in modal approaches might yield some
incorrect answers. Using results from the Community Earth System Model v1
(CESM1) Geoengineering Large Ensemble (GLENS) project, we analyze the
effects in the troposphere of a continuous increasing load of sulfate
aerosols in the stratosphere, with the aim of counteracting the surface
warming produced by non-mitigated increasing greenhouse gases concentration
between 2020–2100. We show that the simulated results pertaining to the
evolution of sea salt and dust aerosols in the upper troposphere are not
realistic due to internal mixing assumptions in the modal aerosol
treatment, which in this case reduces the size, and thus the settling
velocities, of those particles and ultimately changes their mixing ratio
below the tropopause. The unnatural increase of these aerosol species
affects, in turn, the simulation of upper tropospheric ice formation,
resulting in an increase in ice clouds that is not due to any meaningful
physical mechanisms. While we show that this does not significantly affect
the overall results of the simulations, we point to some areas where
results should be interpreted with care in modeling simulations using
similar approximations: in particular, the evolution of upper tropospheric
clouds when large amount of sulfate is present in the stratosphere, as
after a large explosive volcanic eruption or in similar stratospheric
aerosol injection cases. Finally, we suggest that this could be avoided if
sulfate aerosols in the coarse mode, the predominant species in these
situation, are treated separately from other aerosol species in the model.

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