The role of 1-D and 3-D radiative heating in the organization of shallow cumulus convection and the formation of cloud streets
The formation of shallow cumulus cloud streets was historically attributed primarily to dynamics. Here, we focus on the interaction between radiatively induced surface heterogeneities and the resulting patterns in the flow. Our results suggest that solar radiative heating has the potential to...
Main Authors: | , |
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Format: | Article |
Language: | English |
Published: |
Copernicus Publications
2017-11-01
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Series: | Atmospheric Chemistry and Physics |
Online Access: | https://www.atmos-chem-phys.net/17/13317/2017/acp-17-13317-2017.pdf |
Summary: | The formation of shallow cumulus cloud streets was historically
attributed primarily to dynamics. Here, we focus on the interaction
between radiatively induced surface heterogeneities and the
resulting patterns in the flow. Our results suggest that solar
radiative heating has the potential to organize clouds perpendicular
to the sun's incidence angle.
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To quantify the extent of organization, we performed a high-resolution large-eddy
simulation (LES) parameter study. We varied the horizontal wind
speed, the surface heat capacity, the solar zenith and azimuth
angles, and radiative transfer parameterizations (1-D and
3-D). As a quantitative measure we introduce a simple algorithm
that provides a scalar quantity for the degree of organization and
the alignment. We find that, even in the absence of a horizontal
wind, 3-D radiative transfer produces cloud streets perpendicular to
the sun's incident direction, whereas the 1-D approximation or
constant surface fluxes produce randomly positioned circular
clouds. Our reasoning for the enhancement or reduction of
organization is the geometric position of the cloud's shadow and its
corresponding surface fluxes. Furthermore, when increasing
horizontal wind speeds to 5 or 10 m s<sup>−1</sup>, we observe
the development of dynamically induced cloud streets. If, in
addition, solar radiation illuminates the surface beneath the cloud,
i.e., when the sun is positioned orthogonally to the mean wind field
and the solar zenith angle is larger than 20°, the
cloud-radiative feedback has the potential to significantly enhance
the tendency to organize in cloud streets. In contrast, in the case
of the 1-D approximation (or overhead sun), the tendency to organize
is weaker or even prohibited because the shadow is cast directly
beneath the cloud. In a land-surface-type situation, we find the
organization of convection happening on a timescale of half an hour.
The radiative feedback, which creates surface heterogeneities, is
generally diminished for large surface heat capacities. We
therefore expect radiative feedbacks to be strongest over land
surfaces and weaker over the ocean. Given the results of this study
we expect that simulations including shallow cumulus convection will
have difficulties producing cloud streets if they employ 1-D
radiative transfer solvers or may need unrealistically high wind
speeds to excite cloud street organization. |
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ISSN: | 1680-7316 1680-7324 |