Introduction
The martian atmosphere is mainly composed of CO2 (~ 95 %). The first spectral confirmation of CO2 cloud was acquired by Montmessin et al. [2007] using the 4.26 µm band of the ν3 fundamental asymmetric stretching mode of CO2 from OMEGA data onboard Mars Express.
Since then, numerous observational studies have constrained the climatology of CO2 cloud in the martian atmosphere [Määttänen et al., 2013]. There are two different types of clouds involving different formation processes: (i) those located in the troposphere at the winter polar region, and (ii) those located in the mesosphere at low and mid-latitudes during the martian year [Määttänen et al., 2013]. Microphysical processes of formation of theses clouds are still not fully understood. However, modeling studies revealed processes necessary for their formation: the requirement of waves that perturb the atmosphere leading to a temperature below the condensation of CO2 (transient planetary waves for tropospheric clouds [Kuroda et al., 2013], thermal tides [Gonzàlez-Galindo et al., 2011] and gravity waves for mesospheric clouds [Spiga et al., 2012]).
We use our microphysical model of CO2 cloud formation to investigate the occurrence of these CO2 cloud by coupling it with the Global Climate Model (GCM) of the Institut Pierre Simon Laplace (IPSL) [Forget et al., 1999]. We focus our efforts on the modeling of the tropospheric clouds during the winter in the polar regions.
Model description
The microphysical model of CO2 cloud formation of LATMOS includes nucleation on crystals on cloud condensation nuclei (CCN), condensation/sublimation, and sedimentation. Sources of CCN for CO2 are mainly dust particles, secondarily water ice particles. The particle size distribution is described with the moment method allowing to compute the effect of the microphysical processes on the average properties of the distribution. This method is the same as used for water ice clouds microphysics in the MGCM-IPSL [Madeleine et al., 2014, Navarro et al., 2014]. For more details about the microphysical processes of CO2 clouds, we invite the reader to the work of Listowski et al. [2013, 2014].
The MGCM-IPSL is a finite difference model based on the primitive equations of meteorology in σ coordinates [Forget et al., 1999]. The horizontal resolution grid used is 64 x 48, corresponding to 5.6258° longitude by 3.758° latitude, respectively. The top of the atmosphere was extended to ~ 120 km to describe well the processes in the mesosphere. The atmosphere is divided into 32 vertical layers from the surface to the top of the atmosphere. At each call of physical processes (every 15 minutes), the microphysics of CO2 cloud formation is called 50 times leading to a time resolution of 18 seconds to resolve the very rapid microphysical processes. We have used a dust scenario from the MY29.
Results
We present our first results on 3D modeling CO2 clouds in the Martian atmosphere. Figure 1 shows the zonal mean density column of atmospheric CO2 ice as simulated by the model during a Martian year. The maximum columns of CO2 clouds are found in winter polar regions. In the northern polar region, CO2 ice clouds form from around Ls = 220° at highest northern latitude, reaching the latitude of 50°N around Ls = 270°, and disappear slightly before the northern spring equinox at Ls = 350°. In the southern polar region, CO2 clouds are formed from around Ls = 0° at highest southern latitude, reaching the latitude of 54°S around Ls = 130°, and disappear at Ls = 190°.
This result is quite consistent with MCS for MY29 observation which showed CO2 ice cloud up to 68°N (Fig. 1a from Kuroda et al. [2013]) during the period Ls = 255°-285°. Note that their observational data came from MRO-MCS Derived Data Version 2 [Kleinböhl et al., 2009], where the dust profiles retrieved in winter polar regions are likely to be caused by CO2 ice clouds [McCleese et al., 2010]. Our CO2 ice clouds simulated are also qualitatively consistent with those observed from the Mars Orbiter Laser Altimeter (MOLA) (see Figure 2). The temporal distribution of simulated clouds in winter polar regions are in good agreement with MOLA observations.
Figure 3 and 4 show the zonal mean CO2 mass mixing ratio in both winter polar regions: between 60°-90°N averaged in time between Ls = 180°-360°, and between 60°-90°S averaged in time between Ls = 0°-180°, respectively. The density of CO2 ice clouds simulated are in agreement with the distribution of winter polar clouds observed by MOLA during the same Ls period (Fig. 8 from Neumann et al. [2003]). The thickness of CO2 saturation layer observed by MCS during the MY29 is around 8 km in the northern polar region between Ls = 180°-360° [Hu et al., 2012], lower than our CO2 ice cloud extension in altitude reaching around 20 km altitude. But the thickness of CO2 saturation layer in the southern polar region observed by MCS for the same year is around 15 km, nearly equal to our top of CO2 ice cloud below 15 km altitude.
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)
Figure 1: Zonal mean density column of CO2 ice during one Martian year.
![](https://www.epsc2020.eu/_protected/abstractImages/256133-1-2.png)
Figure 2: Cloud top altitude (km) from MOLA observations binned in 1°x1° latitude-solar longitude grid.
![](data:image/png;base64, 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)
Figure 3: Zonal mean CO2 mass mixing ratio in the northern polar region as a function of altitude, averaged between Ls = 180° to 360°.
![](data:image/png;base64, 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)
Figure 4: Same as Fig. 3, except for the south pole during Ls = 0° to 180°.
Conclusion
The microphysical module for CO2 clouds of LATMOS coupled with the Martian Global Climate Model of the Institut Pierre Simon Laplace has reproduced qualitatively the CO2 ice clouds in winter polar regions in the first full-year simulations. Further analysis needs to be done to complete the study of these CO2 ice clouds and compare more quantitatively to the observational data. We will also study more in detail the formation of mesospheric clouds in the martian atmosphere in the near future.
Acknowledgments
We thank our funders, the Agence National de la Recherche (project MECCOM, ANR-18-CE31-0013), the Laboratoire d'Excellence ESEP, and the French space agency CNES.