Volume 124, Issue 11 p. 2793-2818
Research Article
Free Access

Through the Thick and Thin: New Constraints on Mars Paleopressure History 3.8 – 4 Ga from Small Exhumed Craters

A. O. Warren

Corresponding Author

A. O. Warren

Department of Geophysical Sciences, University of Chicago, Chicago, IL, USA

Correspondence to: A. O. Warren,

[email protected]

Contribution: Conceptualization, Software, Formal analysis, ​Investigation, Writing - original draft, Visualization

Search for more papers by this author
E. S. Kite

E. S. Kite

Department of Geophysical Sciences, University of Chicago, Chicago, IL, USA

Contribution: Conceptualization, Methodology, Software, Resources, Data curation, Writing - review & editing, Supervision, Project administration, Funding acquisition

Search for more papers by this author
J.-P. Williams

J.-P. Williams

Department of Earth, Planetary and Space Sciences, University of California at Los Angeles, Los Angeles, CA, USA

Contribution: Methodology, Software, Resources, Writing - review & editing

Search for more papers by this author
B. Horgan

B. Horgan

Department of Earth, Atmospheric, and Planetary Sciences, Purdue University, West Lafayette, IN, USA

Contribution: Resources, Writing - review & editing

Search for more papers by this author
First published: 06 November 2019
Citations: 13

Abstract

Mars' climate history depends in part on its atmospheric pressure evolution, but most existing constraints on atmospheric pressure are indirect. Thin atmospheres allow small objects to reach the surface and form impact craters; therefore, ancient impact craters can constrain past atmospheric pressure. To identify ancient craters preserved in sedimentary rocks and exhumed by wind erosion, we use HiRISE orthoimages, anaglyphs, and digital terrain models (DTMs). We compare measured crater populations from two sites to predictions from an atmosphere-impactor interaction model for atmospheres of different pressures. Our upper limits on continuous atmospheric pressure are 1.9±0.1 bar around 4 Ga and 1.5±0.1 bar at 3.8±0.2 Ga. We demonstrate that atmospheric pressure cannot have been continuously above these upper limits. During the interval 3.8±0.2 Ga, our crater counts require that atmospheric pressure was less than 5% of Earth's modern pressure for at least 104 yrs, or at higher pressure for a correspondingly longer duration of time (at least 105−106 years at 1.5 bar for our Mawrth phyllosilicates and Meridiani Planum data, respectively). Therefore, atmospheric pressure around 4 Ga was either continuously 1.9±0.1 bar or varied between higher (>1.9 bar) and lower (<1.9 bar) pressures. Similarly, atmospheric pressure at 3.8±0.2 Ga was either continuously 1.5±0.1 bar, or varied between higher (>1.5 bar) and lower (<1.5 bar) pressures. Finally, we synthesize all available paleopressure estimates for early Mars to constrain a 2-component model of Mars' long-term atmospheric pressure evolution. In our model, atmospheric pressures <1 bar early in Mars' history best fit existing paleopressure constraints.

Key Points

  • Constraints on continuous and time-varying atmospheric pressure are derived from preserved, ancient crater populations
  • Crater chronology functions are used to constrain accumulation time for crater populations at different atmospheric pressures
  • Existing paleopressure data are most consistent with low atmospheric pressures early in Mars' history

Plain Language Summary

Atmospheric pressure helps control Mars' climate over time. Ancient impact craters give us upper limits on past atmospheric pressure. If atmospheric pressure is high, objects travel through a thicker, denser atmosphere. This stops more small objects from reaching the ground and forming craters. A group of ancient craters with lots of small craters indicates low atmospheric pressure during crater accumulation. We compare the proportion of small, ancient craters at 2 sites on Mars to models of craters for different atmospheres. This gives an upper limit of 1.9 bar around 4 billion years ago and 1.5 bar at 3.8±0.2 billion years ago. It is possible that our observed craters formed while atmospheric pressure was changing. To form the groups of craters at our study sites, Mars' atmospheric pressure could either have been less than 5% of Earth's modern pressure for at least 10,000 years or could have been at higher pressure for a longer duration of time. We combine our new pressure results with other limits on Mars' past atmospheric pressure to model how Mars' atmospheric pressure has evolved over the last 4.4 billion years. Models where Mars' atmospheric pressure starts low fit existing data best.

1 Introduction

Changes in Mars' atmospheric pressure over time are an important control on climate evolution. Today, Mars' annual mean atmospheric pressure is 6 mbar. At these low atmospheric pressures, liquid water is not stable because it will boil at 273 K and is frozen at lower temperatures (Murphy & Koop, 2005). However, during the Late Noachian (3.84–3.7 Ga) and Early Hesperian (3.7–3.4 Ga), there is abundant geologic evidence for liquid water on the surface of Mars including fluvial landforms (e.g., Mangold et al., 2008; Moore et al., 2003), lake deposits (e.g., Fassett & Head, 2005; Grotzinger et al., 2014), and potentially a hemispheric ocean (e.g., Citron et al., 2018; di Achille & Hynek, 2010; Oehler & Allen, 2012). There is further evidence that the water that fed these lakes and channels was precipitation-derived (Ansan & Mangold, 2006; Hynek et al., 2010; Mangold et al., 2004). This implies that surface temperatures must have at least transiently reached 273 K. Another important control on the stability of water at the Martian surface is evaporitic cooling (Hecht, 2002), which efficiently removes heat from ice that would otherwise melt at 273 K, particularly at low atmospheric pressures, for example, on the present day Martian surface. To achieve the required elevated surface temperatures, models of early Mars climate invoke greenhouse warming by thick (≥1 bar), CO2 atmospheres with some water vapor content (e.g., Haberle, 1998; Wordsworth et al., 2013, 2015) or CO2 atmospheres with some fraction of H2, SO2, or CH4 (e.g., Halevy & Head, 2014; Kite et al., 2017; Ramirez et al., 2014; Batalha et al., 2015; Wordsworth et al., 2017). Paleopressure estimates throughout Martian history are therefore important for constraining the maximum pressure of the atmosphere available at any given time for greenhouse warming.

One simple upper limit on Martian atmospheric pressure is the pressure at which CO2 condenses into surface ice. The threshold pressure for this process depends on the minimum temperature anywhere on Mars' surface. In turn, the location of the coldest point on the surface depends on the atmospheric pressure. At low atmospheric pressures (e.g., ∼6 mbar at the present day), surface temperature is predominantly controlled by latitude (e.g., Fastook & Head, 2015; Wordsworth et al., 2013). At high atmospheric pressures (>1 bar), surface temperature is controlled by elevation. Using the relationship between temperature, elevation and latitude from Fastook and Head (2015) for an obliquity of 25°, we can estimate the minimum temperature on the Martian surface (assuming mostly elevation control of temperature in a >1 bar atmosphere) during the deposition of sedimentary rocks on Mars. These sedimentary rocks form by the accumulation of loose material (e.g., sand/dust derived from erosion of existing rocks and ash from volcanic eruptions) and later cementation (hardening through mineral precipitation between grains Grotzinger & Milliken, 2012; Malin & Edgett, 2000). In this paper, we focus on sites on Mars where the exposed ancient sedimentary rocks must have formed in the presence of surface liquid water. The hydrous minerals observed at Mawrth Vallis require seasonal surface temperatures of at least 273 K to form (Bishop & Rampe, 2016), possibly approaching 300 K (Bishop et al., 2018). If Mawrth Vallis is assumed to be at an annual average temperature of 273 K, this gives a minimum annual average temperature at the South Pole of ∼240 K. At this temperature, ∼12 bar of CO2 would need to exist for condensation into ice caps to occur (Bryson et al., 1974; Fernández-Fassnacht & Rio, 1984). We can apply the same approach to the sinuous ridge observed at our Meridiani site (interpreted to be an inverted channel by Davis et al., 2016). Observations from the Antarctic McMurdo Dry Valleys suggest that 255 K is close to the lowest annual average temperature at which fluvial processes can occur (Head & Marchant, 2014; Doran et al., 2010; Marchant & Head, 2007). Assuming an annual average temperature of 255 K at Meridiani, this gives a minimum annual average temperature of 225 K at the coldest point on Mars, which would require a ∼7 bar CO2 atmosphere for condensation to occur. Here we present results for each site that lower these upper limits on atmospheric pressure by a factor of 5.

To make a direct estimate of atmospheric pressure during crater accumulation, we can use ancient crater populations embedded in Martian stratigraphy (Kite et al., 2014). The minimum size of an impactor that can reach the planetary surface and form a hypervelocity impact crater (Tauber & Kirk, 1976) is determined by the thickness and density of the atmosphere. In a thinner atmosphere, a greater propotion of smaller objects will be able to reach the surface travelling at high velocities, producing more small impact craters (Figure 1). Therefore, for the same impactor population, different atmospheric pressures will produce different crater size frequency distributions (CSFDs) (Figure 1). For craters embedded in ancient Martian sedimentary rocks, the ratio of small to large craters records atmospheric pressure during deposition. We use a model of atmosphere-impactor interactions (Williams et al., 2014) to generate synthetic crater populations for different atmospheric pressures. We fit measured CSFDs from craters preserved in ancient sedimentary units to the model-predicted CSFDs to find upper limits on continuous atmospheric pressure during the accumulation of crater populations preserved in ancient sedimentary rocks in Mawrth Vallis and Meridiani Planum. In contrast to existing indirect paleopressure constraints from thermodynamic studies of mineral stability at the Martian surface (Bristow et al., 2017; Hu et al., 2015; van Berk et al., 2012), our upper limit is insensitive to atmospheric composition and surface temperature. This is important because all recent modeling studies demonstrate that it is not possible to warm early Mars to 273 K with a pure CO2 atmosphere (e.g., Forget et al., 2013; Wordsworth et al., 2013). A single site (e.g., Kite et al., 2014) is sufficient to get a global estimate of past atmospheric pressure. However, finding paleopressure estimates for sites of multiple ages gives us better temporal coverage of Martian atmospheric pressure evolution. By considering the effect of different geologic processes on crater populations we establish two end-member atmospheric pressure scenarios that are consistent with our measured CSFDs. To investigate Mars' paleopressure history as a whole, we integrate our new upper limits on continuous atmospheric pressure with existing paleopressure estimates and use these to constrain a basic, 2-component model of Mars' atmospheric pressure evolution. Our model results highlight where new data are needed and motivate the search for new Martian paleopressure estimates, particularly between 3.6 Ga and present.

Details are in the caption following the image
Schematic illustration of cratering due to impactors passing through a) a thin atmosphere, b) a thick atmosphere, also showing infill of ancient craters by layered sediments (example labelled“infilled crater”). The thin atmosphere case has a much higher proportion of smaller craters than the thick atmosphere case.

The remainder of this paper is organized as follows. Section 2 will describe the geological context of the sedimentary units that preserve the ancient crater populations we are interested in. Section 3 will describe our criteria for crater identification and give a brief summary of our chosen atmosphere-impactor interaction model (Williams et al., 2014). Section 4 will summarize the results from fitting model-predicted CSFDs to our measured CSFDs and states our new upper limits on constant atmospheric pressure. Section 5 will discuss processes that can modify CSFDs, the effect of time-varying atmospheric pressure, and demonstrates that our results are globally representative upper limits on continuous atmospheric pressure. Section 6 will summarize our conclusions.

2 Geological Context

2.1 Mawrth Phyllosilicates

The Noachian phyllosilicates north/northwest of Oyama crater (24.5°N, 21.0°W, Figure 2b, “Mawrth” herein) are composed of thick units (>150 m; Loizeau et al., 2007) of little-deformed (Michalski et al., 2010), finely layered sedimentary deposits. Hydrous clay minerals (Bishop et al., 2008) make these phyllosilicates of interest for constraining the atmospheric pressure during the Early Noachian (4.10–3.95 Ga), when liquid water must have been present for alteration to occur. These minerals suggest that surface temperatures must have been at least 273 K according to Bishop and Rampe (2016), but may have been as high as 310 K (Bishop et al., 2018). Additionally, the Mawrth phyllosilicates overlie a dark paleosurface (Loizeau et al., 2010, Figure 3a), which traps an even more ancient crater population. These craters are infilled with layered phyllosilicates and therefore must predate the main phyllosilicate deposition (Loizeau et al., 2012). The preservation of >100-m diameter craters on this paleosurface shows that it was exposed long enough to be impacted by bolides (Loizeau et al., 2010). Stratigraphic relationships (Loizeau et al., 2012) and cratering ages for the overlying phyllosilicate units give an age for the heavily cratered paleosurface of >4 Gyr. Therefore, this surface cannot be dated directly using cratering ages. The phyllosilicates themselves are dated to urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0001 Ga (Loizeau et al., 2012). The greatest density of well-preserved embedded craters occurs on the underlying paleosurface. Embedded craters in the overlying phyllosilicates are more sparse, perhaps due to dilution of the crater population by sedimentation. During periods of rapid sedimentation, there is less time for craters to accumulate on the same stratigraphic level (Kite et al., 2013). The lower density of craters in the phyllosilicates necessitated crater counting over a larger area. Initially, we compiled crater counts from only images 1 and 2 (Table 1). We later used textural features occurring in aluminum-rich phyllosilicates in HiRISE images 1 and 2 to identify additional outcrops of the same phyllosilicates in nearby regions (i.e., image 3).

Details are in the caption following the image
a) Global map of Mars showing locations of Mawrth Vallis and Meridiani Planum sites from this study and Aeolis Dorsa site from Kite et al. (2014) (Image credit: MOLA science team. Color scale shows elevation relative to Mars geoid overlain on shaded relief. Purple (e.g., 35°S 55°W) corresponds to −8 km, white (e.g., 10°S 120°E) corresponds to 8 km, b) HRSC Mawrth Vallis mosaic showing Mawrth HiRISE DTM locations (image credit: ESA/DLR/FU Berlin), c) THEMIS daytime IR mosaic showing Meridiani Planun HiRISE DTM location (image credit: NASA/USGS, ESA/DLR/FU Berlin). Numbering corresponds to location numbers (#) in Table 1.
Details are in the caption following the image
Examples of ancient craters in the two main units in our Mawrth Vallis site: (a) “Dark paleosurface” (image #1, crater with black asterisk in center shown in Figure 5), (b) phyllosilicates (image #2, dark-bottomed crater in bottom left (near letter m) centered at 21–1252.89°W, 24–3050.53°N). Dashed ellipses outline exhumed ancient craters. Dotted ellipses outline candidate exhumed craters that are not included in our final ancient crater counts.
Table 1. Image and DTM numbers for Mawrth Vallis and Merdiani Planum crater counting locations
Site # Image(s) DTM
Mawrth 1 ESP_023488_2050/ ESP_023554_2050 DTEEC_023488_2050_023554_2050_A01 (PDS-released)
2 PSP_008245_2045/ ESP_016394_2045 DTEEC_008245_2045_016394_2045_A01 (PDS-released)
3 ESP_028011_2055/ ESP_028288_2055 DTEEC_028011_2055_028288_2055_A01 (PDS-released)
Meridiani 4 ESP_022221_1850/ ESP_039667_1850 ESP_022221_1850_ESP_039667_1850_align_1_DEM
(email Warren or Kite for copy)
  • Note. Location numbers (#) correspond to labels shown in Figure 2. Mawrth paleosurface crater counts come from location 1 only. Mawrth phyllosilicate crater counts are a composite of all ancient embedded craters found in visually similar phyllosilicate units in locations 1-3. Meridiani crater counts come from all sedimentary units in location 4 only.
Table 2. Numerical model parameters
Symbol Units Description
H m scale height
R Jkg−1K−1 specific gas constant
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0002 K characteristic atmospheric temperature
g m s−1 gravitational acceleration
ρa kg m−3 local atmospheric density
ρ0 kg m−3 surface atmospheric density
z m elevation
v m s−1 speed
t s time
CD drag coefficient
A m2 cross sectional area of impactor
m kg impactor mass
σ kg J−1 ablation coefficient
σm MPa impactor bulk strength
Vt m3 transient crater volume
mf kg final impactor mass
vf m s−1 final impactor velocity
Dt m transient crater diameter
Df m final crater diameter
  • Note.Target-dependent parameters are given in Table 3.

2.2 Meridiani Planum

Our study region in Meridiani Planum (Figure 2c, “Meridiani” herein) is located to the southwest of Capen crater. We adopt the crater age of Hynek and di Achille (2017), who date these deposits to urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0003 Ga. Our DTM includes a sinuous ridge, interpreted as an inverted channel by Davis et al. (2016) (Figure 4a), with some craters embedded in the layered deposits that make up the inverted channel itself. In this study, we are interested in crater populations preserved in sedimentary units. We identify several sedimentary units at our Meridiani site (image #4, Table 1). Light-toned units in the south of the region have horizontal layering (Figure 4b). These light units overlie mid-toned material which has regularly spaced, morphologically consistent ridges with m-scale wavelengths. These have different orientations on different stratigraphic levels (Figure 4b) — this suggests that these are a deposition-era feature re-exposed by more recent differential erosion. We interpret these units as being of sedimentary origin. These units overlie a darker surface with no evidence for a sedimentary origin from HiRISE images. For this study, we only include embedded craters occurring in units with visible sedimentary features and exclude those in areas covered by modern wind-blown material.

Details are in the caption following the image
Sedimentary features at Meridiani site (image #4): (a) sinuous ridge (outlined in dashed red, large crater in left of image centered at 12–3645.768°W, 4–5811.911°N) and b) layering (white arrow, points at 12–3626.065°W, 4–4656.299°N). A selection of linear ridges (not interpreted as fluvial) on various stratigraphic levels are marked with yellow dashed-dotted lines. Ancient embedded craters are shown by dashed, white ellipses. Candidate ancient embedded craters (not included in final counts) are marked with a dotted ellipse.

3 Method

3.1 Crater Counts

We identify definite ancient embedded craters (Figure 5) according to the following criteria:
  1. Approximately circular topographic depression.
  2. Topographic feature appears convex-up in anaglyph.
  3. <50% of crater depression obscured by sand/dust infill.
  4. Center of the crater sand/dust free.
  5. Maximum crater depth ≪0.2×crater diameter.
  6. Preservation of a topographically elevated rim spanning at least a 150° arc outside the topographic depression (arc may be discontinuous).
Details are in the caption following the image
Example ancient embedded craters on Mawrth paleosurface (centered at 21–105.252°W, 24–2330.842°N). (a) Large ancient crater, previously identified by Loizeau et al. (2010) (their Figure 8, #2 in Table 1 of this paper), (b) typical, small ancient crater without interpretation, (c) topographically elevated rim outlined in red, (d) cross section showing depth ≪0.2× diameter. #1 in Table 1 and Figure 2. Solar incidence angle 45°. Illuminated by sunlight from NW.

Additional support for a crater being ancient and embedded is the presence of disk-shaped, layered sedimentary deposits inside the crater. However, few embedded craters preserve this feature, and we primarily rely on the criteria listed above. We do not attempt to discriminate between primary and secondary craters in our counts. While secondary craters are observed on Mars (e.g., McEwen et al., 2005), secondary craters are not observed in Earth's geologic record. We assume that at atmospheric pressures ≥1 bar, secondary craters do not significantly affect the observed CSFDs. Additionally, our chosen atmosphere-impactor interaction model (Williams et al., 2014) closely reproduces modern Mars CSFDs without including secondary craters.

We measured ancient embedded craters by placing points along the exposed crater rim in ArcGIS (Figure 5). We fit these points to circles using the MATLAB code circfit, generating a best-fit circle as well as the largest and smallest possible circles that fit the measured points. We have attempted to reduce the human errors associated with the crater counts by making at least 2 passes of each DTM. To ensure in-lab consistency, a second person performed an independent crater count within a test region in each DTM. After two independent counts, differences in selections of definite and candidate craters were discussed and were recategorized accordingly. In an 11-km2 test patch in DTM #1, Analyst A identified 36 ancient craters, and Analyst B identified 26. Of these, 25 were agreed upon. Eleven craters were identified by Analyst A that were not identified by Analyst B. These craters have a mean diameter 40 m and are all <75 m in diameter. Due to the small average size of these craters, this difference in identification is likely due to 2 passes of the DTM by Analyst A and only 1 check pass by Analyst B. 1 crater with diameter >100m is identified by Analyst B and not by Analyst A. Our fitting procedure is most sensitive to the smallest craters in the population; therefore, the inclusion/exclusion of this crater is unlikely to affect our results. We only use CSFDs with more than ∼50 craters to reduce the impact of misidentifying erosion-era craters as ancient on the paleopressure fit and to improve our confidence that our measured population more closely represents the erosion-modified ancient crater population (Williams et al., 2017).

3.2 Model

Impactors passing through planetary atmospheres experience ablation and decceleration and can also undergo catastrophic disruption or fragmentation. These processes have been extensively modeled for both the Earth's atmosphere (e.g., Bland & Artemieva, 2006; Boslough & Crawford, 2016; Hills & Goda, 1993; Lyne et al., 1996; Melosh, 1981; Passey & Melosh, 1980; Svetsov et al., 1995) and the atmospheres of other bodies in the Solar System (e.g., Chappelow & Sharpton, 2012; Ivanov, 2001; Popova et al., 2003; Korycansky et al., 2004, 2005). In this study, we employ a numerical model of ablation and decelaration of impactors passing through atmospheres of different pressures written by Williams et al. (2014). This model closely reproduces geologically recent crater populations on Mars when zero-elevation corrected atmospheric pressure is set to the present day value. To estimate paleopressure, we treat impacts as a Poisson process (Aharonson et al., 2003) and use the pipeline of Kite et al. (2014) to bayesian fit the observed CSFD to model crater distributions at a range of atmospheric pressures from 0.006 to 5 bar, as generated for Kite et al. (2014) using the methodology described in Williams et al. (2014). We briefly summarize the model here. Model parameters are listed in Table 2.

Synthetic crater populations are generated using a forward model of impactor-atmosphere interactions for an ensemble of 106 impactors with properties drawn from distributions of size (Brown et al., 2002), velocity (Davis, 1993), density, and strength (i.e., irons and chondrites) (Ceplecha et al., 1998) based on terrestrial fireball network observations (Ceplecha et al., 1998) using a Monte Carlo approach. Each impactor starts at an altitude of 100 km and passes through an atmosphere with scale height:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0004(1)
where R is the specific gas constant for CO2, and urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0005 is a characteristic atmosphere temperature. We assume that the atmosphere is isothermal and use surface temperature Ts as our value for urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0006. The local atmospheric density, ρa is:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0007(2)
where ρ0 is the surface atmospheric density calculated using the ideal gas law (p0=ρ0RT). p0 is surface pressure. We assume a flat surface geometry and therefore, do not allow impactors to skip out of the atmosphere (Williams et al., 2014).
As an impactor passes through the atmosphere, it loses kinetic energy through drag (equation 3) and ablation (equation 4):
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0008(3)
(where t is time, v is speed, z is height above Mars' surface, θ is the angle of the impactor trajectory measured from the horizontal, g(z) is local gravitational acceleration at z, CD is the drag coefficient, ρa is atmospheric density at z, A is cross-sectional area of the impactor). The impactor is assumed to be spherical and in the high Reynolds number, continuum flow regime, therefore CD∼1 (Podolak et al., 1988).
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0009(4)
(where m is mass, Ch is heat transfer coefficient, and ζ is the heat of ablation; Williams et al., 2014). CD, Ch, and ζ are related through the ablation coefficient σ (Ceplecha et al., 1998):
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0010(5)

In addition to ablation, the model includes fragmentation of impactors through aerodynamic breakup. Fragmentation occurs when the dynamic pressure from the impactor passing through the atmosphere (ρav2) exceeds the bulk strength of the impactor (σm). All impactors are assumed to have the same bulk strength. σm=0.65 MPa best reproduces the present-day SFD of small craters on Mars (Williams et al., 2014). The model limits fragmentation to a single event producing <100 individual fragments, each of which are followed to the end of their flight. As described in Williams et al. (2014), the number of fragments generated in each fragmentation event follows a power-law probability distribution with slope −1.5. Fragment masses are determined by iteratively subtracting random mass fractions from the initial impactor mass.

When an impactor reaches the surface, final mass and velocity can be used to calculate the size of the resulting crater (Holsapple, 1993):
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0011(6)
where Vt is transient crater volume, mf is final mass, ρt is target density, ρm is impactor density, and K1, K2 and μ are empirical coefficients that vary between target material (Table 3). This expression for Vt smoothly spans the transition between the the strength regime (crater size primarily determined by target strength) and the gravity regime (crater size primarily determined by surface gravity) (Holsapple, 1993). π2 and π3 are dimensionless numbers given by:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0012(7)
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0013(8)
where vf is final velocity, Rp is projectile diameter, and Y is target yield strength. Impactors with vf<500 m s−1 are removed from the simulation because they are travelling too slowly to produce hypervelocity impact craters (Kite et al., 2014; Williams et al., 2014). Transient crater diameter, Dt is then:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0014(9)
Table 3. Impact crater scaling parameters
Parameter Dry soil/soft rock Wet soil/hard rock Description
ρt (kg m−3) 2000 3200 Target density
μ 0.41 0.55 Empirical constant related to target porosity (equation 6)
Y (kPa) 65 6900 Yield strength
K1 0.132 0.095 Empirically-derived scaling parameter (equation 6)
K2 0.26 0.257 Empirically-derived scaling parameter (equation 6)
Kr 1.1 1.1 Empirically-derived scaling parameter (equation (3.2))

The final diameter of the crater Df=1.3Dt (Holsapple, 1993). When crater clusters form after fragmentation events, their effective diameters (Deff) are calculated from individual crater diameters (Di) using urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0015. The synthetic CSFD assumes target properties for dry soil (Williams et al., 2014). We follow Kite et al. (2014) and assume that target properties for dry soil/soft rock (Table 3) are likely to be appropriate for ancient craters preserved in the Mawrth phyllosilicates and at our Meridiani Planum site because the craters formed during the deposition of loose material. However, the cratering model may be strongly sensitive to target strength (Figure S4 in Kite et al., 2014). The lithology of the Mawrth "dark paleosurface" is poorly constrained (Loizeau et al., 2012), and therefore, values for hard rock may be more appropriate. Additionally, if the sediments deposited at Mawrth Vallis and Meridiani Planum were wet, their strength would be greater (Table 3). Both of these would introduce a systematic underestimate of atmospheric pressure. An increase in target yield strength from dry alluvium (Y=65×103 Pa) to hard rock (Y=7×106 Pa) without changing any other parameters could increase our upper limit paleopressure estimates by as much as a factor of 2. This only holds if μ (an experimentally derived empirical coefficient related to porosity) is kept constant at μ=0.41. However, a more appropriate value for μ for hard rock may be μ=0.55. With this Y-dependent adjustment for the value of μ, our paleopressure estimates would only increase by a factor of ∼25% for a hard rock surface.

Our final paleopressure estimates are corrected for elevation to zero-elevation atmospheric pressure:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0016(10)
where pcorr is the new elevation corrected atmospheric pressure and |Δz| is the change in elevation of the site. Assuming H = 10.7 km, this corresponds to a systematic error of ∼10% for every 1 km change in elevation. At present, our crater counting sites are 3,100 m (Mawrth) and 670 m (Meridiani) below the Mars geoid. Large (km-scale) changes in the elevation of these sites are not expected between the time of crater population accumulation and present, even taking into account the growth of Tharsis and true polar wander (e.g., Citron et al., 2018).

4 Results

Our paleopressure estimates are 1.9±0.1 bar for the Mawrth paleosurface, 1.5±0.1 bar for the Mawrth phyllosilicates, and 1.5±0.1 bar for the Meridiani data (Table 4). The fitted synthetic CSFDs are shown alongside the real data in Figure 6. Our new upper limits on continuous atmospheric pressure are shown alongside existing paleopressure estimates in Figure 7. Our impactor-atmosphere interaction model produces synthetic CSFDs with 10–20-m diameter craters under a 1 bar atmosphere. This is consistent with observations of small (<100-m diameter), hypervelocity craters on Earth (e.g., Folco et al., 2011; Shoemaker et al., 2005), including two that are <20-m in diameter within the past 5 kyrs: the Haviland crater (15 m, Nininger & Figgins, 1933), and the Carancas crater (13.5 m, Tancredi et al., 2009).

Table 4. Crater diameters and paleopressure upper limits from models and full fitting procedure
Min. crater diameter Paleopressure upper limits
Site Dmin (m) p urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0017(bar) p urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0018 (bar)
Mawrth paleosurface 21.2 urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0019 1.9± 0.1 1.3±0.1
Mawrth phyllosilicates 15.2 urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0020 1.5± 0.1 1.0±0.1
Meridiani 15.7 urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0021 1.5± 0.1 1.0±0.1
  • Note. Dmin - minimum measured crater diameter, error bars give upper and lower limits from circfit pressure estimates from the full CSFD with (p urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0022) and without (p urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0023) fractalcorrection for each study region. All pressures are zero-elevation corrected.
Details are in the caption following the image
Fits of measured crater size frequency distributions (CSFDs, black) to synthetic data from atmosphere-impactor interaction model (colored lines) without the fractal correction (described in section 5.1, a–c, blue tint) and with the fractal correction (d–f, see discussion in section 5.1) for the Mawrth paleosurface (a, d), Mawrth phyllosilicates (b, e), and Meridiani (c, f). x-axis upper limit is 200 m because fitting procedure is most sensitive to smallest craters in distribution (15–50-m scale). Dashed-dotted, gray lines in d–f show synthetic CSFDs without the fractal correction (from left to right: 0.5, 1, 2, and 3 bars). Hatched areas show 2-σ bootstrap error envelope on fit (±0.1 bar). Black horizontal arrows indicate that paleopressure fits are upper bounds, due to the possibility of preferential obliteration/non-recognition of small craters, (section 5.3).
Details are in the caption following the image
Updated paleopressure constraints for Mars showing our new upper limits (orange, light purple, and dark purple symbols) in context. Superscripts: a - constraints from small, ancient, embedded craters, b - constraints from remote sensing, c - constraints from all other techniques (meteorite analyses and modeling). Upward (downward)-pointing triangles indicate lower (upper) bounds. Circles indicate estimates of absolute atmospheric pressure or direct measurements. Downward arrows from a horizontal line indicate that pressure is constrained to have been below the given value for the entire time interval. 1c) Cosmochemical estimate based on scaling Earth's C abundance to Mars (Lammer et al., 2013), 2c) atmospheric evolution model results based on Ar isotope measurements from Mars meteorite ALH 84001 and from modern Mars (Cassata et al., 2012) (a - maximum atmospheric pressure for first 400 Myr of Mars' history, b - pressure at age of meteorite), 3c) atmospheric evolution model results based on Ne, Ar and Xe isotope measurements from ALH 84001 and modern Mars (Kurokawa et al., 2018), 4c) thermodynamic modeling of Mg-Fe-Ca carbonate formation (van Berk et al., 2012), 5) atmospheric evolution model results (Hu et al., 2015), 6b) pressure calculated from impact structure from bomb sag in pyroclastic deposits (Manga et al., 2012), 7) pressure estimates from CSFDs in Aeolis Dorsa (corrected from Kite et al., 2014) (a/b - with/without rimmed circular mesas), 8b) pressure calculated from wind ripple size (Lapotre et al., 2016), 9*c) thermodynamic modeling of siderite formation (Bristow et al., 2017) (since superseded by experimental results, see Tosca et al., 2018), 10b) annual mean modern atmospheric pressure + CO2 stored in polar ice (Bierson et al., 2016; Putzig et al., 1987), 11b) annual mean modern atmospheric pressure, 12b) absolute upper and lower bounds of MAVEN escape rates extrapolated backwards in time (Lillis et al., 2015). Only studies that explicitly find paleopressure estimates are included here.

Using the same method as described here, Kite et al. (2014) stated a paleopressure upper limits of 0.9±0.1 bar and p<1.9±0.2 bar with and without rimmed circular mesas (potential but not confirmed preserved ancient impact craters), respectively. To do this, the senior author (E. S. Kite) used the p0 (zero-elevation corrected atmospheric pressure) from the National Space Science Data Center (0.20 kg m−3). However, this greater than the p0 given by the Mars Climate Database and is not self-consistent. With self-consistent p0, the limits become urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0024 and p<2.4±0.2 bar. We plot the corrected values (7ba and 7aa) in Figure 7 onwards. Our paleopressure estimates at 3.8±0.2 Ga agree with the constraint of van Berk et al. (2012) (4c) from thermodynamic models of carbonate cation compositions, and the modeled upper bound on pCO2 from Hu et al. (2015) (5c). Including a fractal correction (described in Section 5.1) lowers our paleopressure estimates; we discuss whether the fractal correction is appropriate in Section 5.1. We assume that local, elevation-independent variations in pressure are negligible (we justify this assumption in Section 5.3) and consider the impact of both long-term (108-year timescale) and short-term (on the timescale of obliquity changes) changes in atmospheric pressure on our upper bounds in Section 5.2.

5 Discussion

Our main points in this section are as follows:
  1. Section 5.1 — CSFDs can be modified by multiple processes including changes in impactor population and preferential obliteration of smaller craters. This supports the interpretation of our paleopressure fits as upper limits on atmospheric pressure, rather than best estimates.
  2. Section 5.2 — Our measured CSFDs cannot be produced through atmospheric pressures persistantly above our upper limits. However, our measured CSFDs can be matched by crater population accumulation in either an atmosphere with constant pressure or in an atmosphere that has varied in time between high and low atmospheric pressures. Therefore, our paleopressure estimates from section 4 cannot simply be taken as fixed upper bounds on atmospheric pressure. We can constrain the minimum accumulation time at any pressure <1.5 bar recorded by each outcrop by using crater production functions.
  3. Section 5.3 — Our results are not affected by local variations in zero-elevation corrected pressure, as the early Martian atmosphere is unlikely to have been able to sustain annual mean zero-elevation corrected atmospheric pressure gradients greater than a few percent.
Details are in the caption following the image
Schematic illustrating the effect that depositional and erosional processes have on CSFD shape. Process 1: (a) initial cratered volume before modification, (b) intersection of erosional cut with cratered volume, cut intersects more large craters than are represented by the underlying crater population. We refer to the correction for this effect as the “fractal correction." Process 2: (c) initial cratered surface, (d) cratered surface after modification by sedimentary processes with obliterated smaller craters indicated by dashed circles. Effect of these two processes on CSFD: (e) initial CSFD for a & c (pre-modification), (f) observed CSFD for b & d after modification by processes 1 & 2. The grey dashed curve is the original, unmodified CSFD from e.

5.1 Modification of CSFDs Over Geologic Time: Sedimentation, Erosion, and Changes in Impactor Population

There are three key processes that contribute to the removal of smaller craters:
  1. The likelihood of intersecting a crater on an erosion surface through a 3D volume containing craters is proportional to a crater diameter (Smith et al., 2008, Figures 8a and 8b).
  2. Erosion and sedimentation processes preferentially remove small craters because of their smaller topographic expression (Jerolmack & Sadler, 2007; Öpik, 1966), Figures 8 c and 8d) (a more complete summary of the issues associated with crater modification and preservation can be found in Williams et al., 2017).
  3. Craters may be excluded from counts because the resolution of HiRISE images, and DTMs are insufficient for us to resolve the smallest preserved craters.

These effects increase the likelihood that the smallest craters in any population will be missed in crater counts. As a result, paleopressure estimates based on our measured CSFDs represent upper bounds. Additionally, degradation of craters can widen the apparent crater diameter by up to 10% through backwasting of the crater rim (Craddock et al., 1997; Grant & Schultz, 1993). Watters et al. (2015) also report rim span widening with increasing crater modification for small, recent craters, that may be in a more representative size regime for the craters that most strongly affect our paleopressure estimates (<100-m diameter). The effect of this is to shift the entire CSFD to larger crater diameters (i.e., displacing the schematic CSFD in Figure 8e to the right), which may mean that our upper bounds on paleopressure are conservative. It is also possible for an erosional cut to occur below the original crater rim. This would lead to apparent shrinkage of the bowl. However, our ancient embedded crater criteria (section 3) specify that a topographically elevated rim must be preserved for a crater to be included in our counts, and therefore, this effect is unlikely to be important for our crater counts. We assume that a preserved topographic rim represents the original crater diameter regardless of the orientation of an erosional cut. If the cut destroys the rim — modifying the apparent crater diameter — the crater does not meet the selection criteria and is not included in this study.

To correct for the increased probability of not intersecting smaller craters in an erosional cut that spans many stratigraphic levels (1), we can compensate for the preferential loss of the smallest craters in each population. This can be done by implementing a “fractal correction” (Kite et al., 2014). This fractal correction reduces the weight of each crater in our modelled CSFDs in proportion to its diameter, with the greatest down-weighting of the largest craters, so that each diameter range is an equally good probe of the underlying CSFD throughout the cratered volume that we are only seeing a small part of. To ensure that our paleopressure upper limits are as conservative (high) as possible, we choose not to apply this correction by default. The Mawrth paleosurface data is fit much better by the model data with the fractal correction (accounting for processes 1 & 2) included (Figures 6a–6d). However, the paleosurface dips only 1-2° to the north east, and the erosion surface does not visibly cut any stratigraphic layers. Therefore, we propose that the Mawrth paleosurface represents a single stratigraphic level that has been exposed at the surface by the erosional cut. If this is the case, the fractal correction does not apply.

While we do not rule out the possibility of size-selective crater obliteration (2) as an explanation for this observation on the Mawrth paleosurface, a fourth process may contribute to the difference in observed CSFD:
  • 4. The impactor population in our atmosphere-impactor interaction model might not be representative of the impactor flux at Mars' orbit at ∼4 Ga (Strom et al., 2005).

The impactor population used in the forward model is adapted from satellite observations of the annual flux of objects colliding with Earth. This is scaled to Mars and can closely reproduce recent crater populations on Mars (Williams et al., 2014). However, it may not be a representative of Mars' impactor population over the past 4 Gyr. The Mawrth paleosurface CSFD may record a difference in the impactor population reaching Mars earlier in its history, as a reduction in the relative proportion of smaller impactors for a given atmospheric pressure would have the same sign as the fractal correction, acting to flatten the cumulative CSFD. Additionally, the Mawrth phyllosilicates and Meridiani CSFDs may also encode a changing impactor population component, as their ages place them close to the end of the Late Heavy Bombardment, for which evidence suggests an impactor CSFD richer in massive impactors by 1 log unit (Strom et al., 2005, 2015).

The Meridiani data are also better fit when the fractal correction is implemented (Figures 6c vs. 6f). This is consistent with the fact that the Meridiani crater counts are a composite of ancient embedded craters in sedimentary deposits that span multiple stratigraphic levels, few of which are as exposed at the surface over as large a continuous area as the Mawrth paleosurface. However, the Hynek and di Achille (2017) age for this region also places it towards the end of the Late Heavy Bombardment. Therefore, a change in impactor population (4) may partially explain the shape of the CSFD by increasing the proportion of large impactors, flattening the CSFD. Conversely, the Mawrth phyllosilicate data are fit best by the model CSFDs when no fractal correction is applied (Figures 6b vs. 6e). This is surprising because, like Meridiani, the Mawrth phyllosilicates crater counts also span multiple stratigraphic levels, which we would expect to flatten the observed CSFD due to the greater probability of an erosional cut intersecting larger craters (1). The difference in the two CSFDs may reflect differences in crater preservation between the two sites. Alternatively, the dominant effect may be changes in impactor population between the deposition of the Mawrth phyllosilicates and Meridiani sediments, as the Mawrth phyllosilicates could predate the Meridiani deposits by up to ∼300 Myr based on cratering ages.

5.2 Constant and Time-Varying Atmospheric Pressure Both Fit Data

Crater populations do not record an instantaneous atmospheric pressure, and atmospheric pressure need not remain constant over time. Long-term changes in the balance between atmospheric source and sink processes may have changed atmospheric pressure over the course of crater accumulation. The large number of craters on the Mawrth paleosurface suggests that it was exposed for >100 Myr (Loizeau et al., 2010). This is not much shorter than the timescales of degassing, weathering, and atmospheric escape for early Mars. Additionally, climate models have demonstrated that, depending on Mars' obliquity history, its atmosphere may have undergone periods of collapse (e.g., Forget et al., 2013; Kreslavsky & Head, 2005; Saito & Kuramoto, 2017; Soto et al., 2015) and reinflation. This provides a mechanism for atmospheric pressure to vary on 103  yr timescales, provided that the atmospheric pressure falls below the threshold pressure for atmospheric collapse (∼0.5 bar according to Forget et al., 2013). If either of these processes occurred, then our measured CSFDs may represent time-varying atmospheric pressures.

We used synthetic crater populations generated by the atmospheric filtering model to create ‘time-varying pressure’ CSFDs (Smix). We achieve this by combining CSFDs for a chosen maximum and minimum pressure. These are weighted by the fraction f of time spent at the minimum pressure. CSFDs at high and low pressures are normalized so that the number of large impactors reaching the surface after passing through either atmosphere are the same. We test combinations of 0.007, 0.3, 0.5, 1.2, 2.3, and 3.5 bar atmospheres. No fractal correction is applied to these CSFDs.
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0025(11)

When the atmosphere is thin, a greater number of small impactors are able to reach the surface over any given time period. Spending as little as 0.1% of the crater accumulation period at the lower pressure can form a substantial “tail” of small craters (Figure 9a). However, we may not actually be able to resolve the small crater tail in our data because of observational limitations (the resolution of HiRISE images and DTMs), and because the crater population has been modified by sedimentation and erosion.

Details are in the caption following the image
Model crater size frequency distributions (CSFDs) produced by (a) variations in atmospheric pressure from 0.3 to 3.5 during the time of crater population accumulation (b) degree of preferential obliteration of small craters. Dashed colored lines correspond to nonvarying 0.3 (cyan) and 3.5 bar (red) atmospheres. f is the fraction of time spent at minimum atmospheric pressure. Thick black line shows measured Meridiani CSFD. To illustrate the effect of simulated crater population modification on synthetic CSFDs, b) shows a time-varying pressure CSFD with f=0.4 and different degrees of preferential obliteration of small craters (n).
We approximate the effects of sedimentation and erosion on a given CSFD (S) by multiplying through by an arbitrary crater removal factor (c), which is a function of crater diameter such that:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0026(12)
We use this to generate a "modified" CSFD, Smod:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0027(13)
where Dmin is the smallest observed crater diameter for a given dataset and n is the "e-folding" crater diameter, such that ∼60% of craters with D=n+Dmin are preserved. This simple approximation of small crater removal is justified based on the possible CSFD modification mechanisms outlined in section 5.2, all of which act to preferentially remove smaller craters. Our approach also gives the worst case scenario for crater preservation because we assume that the smallest possible crater in each CSFD is the smallest observed crater in our crater counts. We take Dmin from each CSFD rather than using an overall Dmin because ancient embedded craters on the Mawrth paleosurface are visually distinct from those preserved in the Mawrth phyllosilicates or Meridiani units. Therefore, we cannot assume that all of the crater populations have been preserved in the same way or have undergone the same modification.

To compare our artificial, cumulative CSFDs for time-varying atmospheric pressure to our measured CSFDs, we plot the 5th and 25th (Mawrth paleosurface and phyllosilicates) and 5th and 35th (Meridiani) percentile crater diameters from the artificial populations and our real data (Figure 10). If our measured crater diameters fall within the range of diameters for each percentile that can be achieved by changing the fraction of time spent at low pressure (f) and changing the degree to which the population is modified by the preferential removal of small craters (n) for a combination of pressures, then our data can be reproduced by having an atmosphere varying between these two pressures during crater accumulation. We demonstrate that it is not possible to match the 5th and 25th (35th) percentile crater diameter for any combinations of pressures greater than the upper limit on continuous atmospheric pressure presented in section 4 (Figure 10). This is because the CSFDs for a high pressure atmosphere are more strongly dominated by larger craters, and our population modification function preferentially removes smaller craters. This acts to flatten the CSFD and causes high pressure CSFDs to rotate clockwise relative to our data. This generates a greater apparent paleopressure. We conclude that our measured CSFDs cannot be produced by atmospheric pressures continuously above our paleopressure upper limits. This is a key finding which validates our main results in Section 4.

Details are in the caption following the image
Our measured crater size frequency distributions (CSFDs) cannot be produced by any combination of atmospheric pressures above our continuous paleopressure upper limits, even when the CSFDs are modified by preferential removal of small craters. Contours of 5th and 25th (Mawrth paleosurface and Mawrth phyllosilicates data) and 5th and 35th (Meridiani) crater diameter for different fractions of time spent at low pressure (f, cool colors) and degrees of CSFD modification by preferential obliteration of small craters (n, warm colors) plotted on the same axes as the actual 5th and 25th percentile crater diameters for each site (black crosses with error bars). The 5th and 25th (35th) percentiles correspond to the small craters in the distribution. Error bars indicate mean difference between best-fit crater diameter and maximum and minimum crater diameters found using circfit. Greyed out areas are regions of parameter space for which it is not possible to reproduce the shape of the measured CSFD. High and low pressures are corrected to planet datum elevation (i.e., pressures are corrected from local site elevation to 0-m elevation).
However, many different combinations of maximum and minimum pressures can reproduce our observed CSFDs (Figure 11). Therefore, our method cannot rule out changes in atmospheric pressure during crater population accumulation. These changes in atmospheric pressure can occur through:
  1. Large scale changes in sources and sinks
  2. Atmospheric collapse
Details are in the caption following the image
Our measured crater size frequency distributions (CSFDs) can be produced by time varying atmospheric pressure, provided that at least the minimum pressure is below our continuous paleopressure upper limits. Contours of 5th & 25th crater diameter for different fractions (f) of time spent at low pressure (cool colours) and degrees of CSFD modification (n) by preferential removal of small craters (warm colors) plotted on the same axes as the actual 5th and 25th percentile crater diameters for the Mawrth paleosurface (black crosses with error bars). Error bars indicate mean difference between best-fit crater diameter and maximum and minimum crater diameters found using circfit. Greyed out areas are regions of parameter space for which it is not possible to reproduce the shape of the measured CSFD. All pressures are corrected to planet datum elevation (i.e., pressures are corrected from local site elevation to 0 m elevation).

Using crater production functions, we can estimate the minimum duration of time spent at present day atmospheric pressure. By selecting a diameter bin in a crater population of a known age, we can estimate the minimum accumulation time needed for the number of craters in that bin to accumulate at present-day atmospheric pressure. We observe seventeen 15.6 to 22.1-m diameter craters (bin -1 Michael, 2013) at our Meridiani site. This is the first diameter bin to have >5 craters. This is important because it means that the crater diameter bin used does not represent the smallest possible crater that can form at 1.5 bar (this would yield an infinite accumulation time). Using the production and chronology functions given in Michael (2013), under a paleo-atmospheric pressure of 6 mbar that does not vary during the period of crater accumulation recorded by the embedded craters in our study, our observed crater populations would have accumulated over a minimum of 104 years (Mawrth phyllosilicates site) to 105 years (Meridiani). At higher atmospheric pressures, fewer craters of this size are expected to form, and a correspondingly longer time must be spent at high pressure to accumulate the observed craters (Figure 12). We can multiply the accumulation time by the ratio of the flux of craters in the chosen diameter bin at present day pressure to the flux of craters in the same bin at a higher pressure. For a paleo-atmospheric pressure of 1.5 bar that does not vary during the period of crater accumulation recorded by the embedded craters in our study, our observed crater populations would have accumulated over a minimum of 105 years (Mawrth phyllosilicates site) to 106 years (Meridiani site). This calculation cannot be performed for the Mawrth paleosurface because crater production functions do not extend to before 4 Ga. All accumulation time estimates are subject to the uncertainties associated with the dating of the Mawrth phyllosilicates and Meridiani site, as well as uncertainties in the crater production functions used to calculate past cratering rate. If the crater population is older (younger), the flux of craters km−2 Ga−1 is higher (lower) (Michael, 2013), and the observed craters will need a shorter (longer) minimum accumulation time at any given pressure.

Details are in the caption following the image
Minimum time needed for the observed number of craters in the diameter bin 15.6-22.1 m to accumulate as a function of minimum atmospheric pressure (Pmin) for crater populations (a) in the Mawrth phyllosilicates, (b) at Meridiani. Solid curves show minimum accumulation times at each pressure if both sites are at their best-fit ages (3.8±0.2 and 3.82 urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0028 Ga, respectively). Dashed curves show minimum accumulation times at each pressure for the upper and lower limits on the ages of each site. X-axis range is 0.006 to 1.5 bar.
We expect smaller craters to be preferentially removed or missed in our crater counts. Therefore we consider it more likely that our measured CSFD for Meridiani corresponds to continuously low (≪1.5 bar) pressures rather than long periods spent at pressures ≫ 1.5±0.1 bars with short (104 yr), low pressure excursions. This is further supported by the models of Forget et al. (2013) and Soto et al. (2015), which suggest that there are two different ways that the saturation vapor pressure of CO2 can affect Mars' atmospheric pressure:
  1. Obliquity-independent buffering of high atmospheric pressures to values below the saturation vapor pressure of CO2 at the coldest point on Mars.
  2. Obliquity-dependent collapse into CO2 icecaps between <0.1 and ∼0.5 bar.

This suggests that rapid oscillation between pressures >1.5 bar and <0.5 bar is unlikely to be possible through atmospheric collapse because the upper bound on atmospheric pressure for collapse to occur at any obliquity is relatively low (0.5 bar, Forget et al., 2013). Therefore, for any time during crater population accumulation to have been spent at pressures >1.5 bar, 100 Myr-timescale changes in atmospheric pressure due to processes such as outgassing, impact delivery/erosion of volatiles, carbonate formation, and escape to space must also have occurred. These processes all leave imprints on Mars' geologic record that can potentially be compared to the timing of our measured crater populations to assess the feasibility of different atmospheric pressure histories and are constrained by factors such as the growth of Tharsis (Phillips et al., 2001), shutdown of the Martian geodynamo, and reduction in atmospheric escape rates over time (Tian et al., 2009).

We can therefore identify three very different, pressure histories for Mars between ∼4 and 3.8±0.2 Ga that are equally consistent with our new results:
  1. Pressure continuously at our upper limits on continuous atmospheric pressure.
  2. Pressure continuously below the upper limit for atmospheric collapse (∼0.5 bar), with possible low pressure intervals caused by collapse.
  3. Fluctuations in atmospheric pressure of several bar due to changes in the balance of atmosphere sources and sinks. The minimum atmospheric pressure must be below our upper limits on continuous atmospheric pressure.

5.3 Single-Site Atmospheric Pressure Upper Limits are Globally Representative

Having demonstrated that our paleopressure estimates do in fact constrain atmospheric pressure at the time of crater population accumulation, we show that paleopressure at an individual site is representative for all of Mars once corrected for the exponential decrease in local surface pressure with increasing local elevation. On Earth, zero-elevation corrected annual mean pressures vary only by several percent (Trenberth et al., 1987). As our paleopressure estimates are similar to the surface pressure of present day Earth, we expect that pressure gradients in the ancient Martian atmosphere would be of a similar order. However, on some solar system bodies, such as Io, it is possible to sustain gradients in zero-elevation corrected pressures on the order of 10 times mean atmospheric pressure (Buratti et al., 2011; Jessup et al., 2004). Assuming geostrophic balance (latitudinal pressure gradients balanced by Coriolis force) in a 1 bar Martian atmosphere, we can calculate a geostrophic wind velocity, ug, for a pressure difference of urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0029:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0030(14)
where f is the Coriolis parameter f=2Ωsinϕ (Ω - Mars rotation rate ∼7.1×10−5 rad s−1, ϕ - latitude (°)).
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0031(15)
The density of Earth's atmosphere is ≈1kg m−3, and Mars' gravity is approximately three times less of the Earth. Assuming the scale heights to be comparable for both planets, we take urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0032 for Early Mars. For ϕ=30°, and using the equator-pole distance as a representative length scale L∼5×106m, urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0033. If the Rossby number urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0034, then geostrophic balance is a valid assumption. For urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0035 Ro≈0.1. Assuming that the ideal gas law holds and the difference in pressure is sufficiently small, we can say that:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0036(16)
This allows us to define a pressure relaxation timescale τp:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0037(17)

This gives τ∼12 days.

Maintaining a pressure gradient requires an energy input. Pressure has units of energy density. We can imagine a simple case where energy (Q) is supplied via a region of high surface temperature that heats the overlying CO2 atmosphere with mass urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0038 initially at ∼ 300 K to a temperature sufficient to produce the pressure difference of 2×104 Pa (equation 18). This area needs to supply energy above that supplied to the rest of the atmosphere to maintain the pressure gradient.
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0039(18)

This energy needs to be supplied on a timescale ≤τ, which tells us the rate at which energy needs to be supplied to the atmosphere to sustain the pressure difference, ∼1.3×103 Wm−2. It is very difficult to devise a mechanism to maintain a rate of energy supply on this scale. From the Stefan-Boltzmann equation, F=σT4, this would require the region of elevated surface temperature to be at around 420 K: 120 K higher than the background. The lower the background surface temperature, the greater this difference would need to be. This surface temperature anomaly would need to span an area comparable to the area of the p anomaly in order to sustain it, otherwise all heat would rapidly dissipate in the surrounding atmosphere. Alternatively, the source of the anomaly would need to be immediately adjacent to one of our study regions. Additionally, for the pressure anomaly to have a significant effect on the observed CSFD, the energy source would need to persist for millions of years. For comparison, typical cooling timescales for magmatic intrusions are on the order of kyrs (Costa et al., 2008). Additionally, lavas could not supply the required power due to the formation of chill crusts (e.g., Matson et al., 2006). Giant impacts have been proposed as a mechanism for raising the surface temperature through the delivery of large amounts of kinetic energy (e.g., Segura et al., 2012). However, modelling studies of impacts on this scale suggest that the heating effect would be 1) global, and 2) short-lived (< 10 years) (Steakley et al., 2019; Turbet, Gillmann, et al., 2019).

We also consider the maximum pressure gradient that could be sustained on Early Mars by differences in insolation across the surface. Assuming an obliquity of 0°, insolation will vary from a maximum at the equator to 0 at the poles. Taking Earth's solar constant to be urn:x-wiley:jgre:media:jgre21242:jgre21242-math-00401361 W m−2 and a Sun at 70% of its current brightness at ∼4 Ga (Bahcall et al., 2001; Gough, 1981), we can construct an expression for maximum insolation (Fmax) on Mars:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0041(19)
where REarth and RMars are distances to each planet from the Sun. Using the pressure relaxation timescale from equation 18 gives Q=5.83×106 J m−2. Rearranging equation 18 and assuming an average surface temperature of 273 K, the maximum possible zero-elevation corrected pressure difference is only of order 1190 Pa, or ∼1.2% of the total atmospheric pressure. Even in the most extreme case where the average Martian surface temperature is low (210 K) and the sun at 4 Ga is assumed to be as bright as at present, this value only rises to 2160 Pa, or less than 2.2% patm. Therefore, we conclude from these order of magnitude estimates that the paleopressure estimates in this study can be taken as representative of the global Martian atmosphere.

6 Integrating New Constraints with Existing Data Using a 2-Component Atmospheric Evolution Model

Detailed atmospheric evolution models rely on balancing fluxes from atmospheric sources and sinks (e.g., Cassata et al., 2012; Dong et al., 2018; Haberle et al., 1994; Jakosky, 2019; Kurokawa et al., 2018; Pepin, 1994; Slipski & Jakosky, 2016). The main sources for the Martian atmosphere are mantle outgassing and impact delivery of volatiles (Jakosky et al., 2018; Sakuraba et al., 2019). There may be additional contributions from retention of a nebular atmosphere (Saito & Kuramoto, 2017) and thermal decomposition of carbonates (Glotch & Rogers, 2013; Pollack et al., 1987). Mantle outgassing throughout Mars' history can be estimated from the rate of crustal production, which has decreased over time, as suggested by geologic evidence (Greeley& Schneid, 1991; Nimmo & Tanaka, 2005; Tanaka et al., 2003), and thermal evolution models (Hauck & Phillips, 2002; Morschhauser et al., 2011). The amount of volatiles outgassed depends strongly on the volatile content of Mars' mantle, which is not well constrained. Phillips et al. (2001) suggest that the growth of Tharsis may have contributed up to 1.5 bar of CO2; however, depending on Martian mantle redox state, outgassed CO2 may not have been sufficient to make a significant difference to atmospheric pressure (Stanley et al., 2011). The possible major sinks for the atmosphere are escape to space (Chassefière et al., 2007; Dong et al., 2018; Jakosky et al., 2018), impact erosion of the atmosphere (Pham & Karatekin, 2016; Schlichting et al., 2015), carbonate formation (Stephens & Stevenson, 1990; Wray et al., 2016), surface weathering (Baker, 2017), transport of CO2 into the subsurface (Kurahashi-Nakamura & Tajika, 2006; Manning et al., 2019), and condensation into ice caps (Bierson et al., 2016). Ion escape, sputtering, and photochemical loss mechanisms such as dissociative recombination are all strongly dependent on solar EUV flux and solar wind mass flux (e.g., Ayres, 1997; Brain et al., 2016; Chassefière & Leblanc, 2004) which have both decreased over geologic time (e.g., Dorren & Guinan, 1994; Tu et al., 2015). However, many of these processes are poorly constrained. We therefore chose to construct a basic, 2-component, process-agnostic model that gathers all sources and all sinks into one term each. The purpose of this exercise is to explore the most simple possible pressure evolution tracks for Mars' atmosphere that satisfy existing paleopressure constraints.

In our model, we express sources and sinks as either a power-law of the form:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0042(20)
or an exponential:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0043(21)
where k1, k2 (sinks), k3 and k4 (sources) are free parameters. For the case shown in Figure 14 (10,000 combinations of k1−4), we select 10 uniformly spaced values of k1−2 between maximum and minimum values tuned to span the range that gives the greatest density of solutions in pairs plots for each source-sink set-up. For k3−4, 10 uniformly logarithmically spaced values are selected between maxima and minima found in the same way. This gives four possible source-sink set-ups (1. exponential source + exponential sink, 2. powerlaw source + exponential sink, 3. exponential source + powerlaw sink, and 4. powerlaw source + powerlaw sink). From our tuning process, k1−4 are always positive. This is appropriate because we expect both sources and sinks to diminish forward in time (e.g., Jakosky & Phillips, 2001). Overall change in atmospheric pressure at each timestep is given by:
urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0044(22)

To find k1−4, we use the upper limits of existing paleopressure estimates as hard constraints (shown in Figure 7), and implement the constraint that urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0045 at t=0 must be less than the maximum observed MAVEN loss rate (12b). We exclude the cosmochemical estimate for Mars' initial CO2 inventory (1c) because this value is an estimate and an unknown proportion of the initial volatiles may remain in the mantle. We exclude the constraint given by Kurokawa et al. (2018) (3c). Their models conclude that the atmosphere must have been uncollapsed at 4.1 Ga to reproduce observed noble gas isotopic compositions in ALH84001 and the modern Martian atmosphere. In their models, the collapse threshold is fixed at 0.5 bar. However, the collapse threshold varies depending on obliquity (Forget et al., 2013; Soto et al., 2015; Nakamura & Tajika, 2003). Mars' obliquity history is chaotic and poorly constrained (Laskar et al., 2004; Touma & Wisdom, 1993), and therefore, the Kurokawa et al. (2018) lower limit may in fact be several times lower. Finally, we exclude the paleopressure estimate of Bristow et al. (2017) (9*c), which was based on reaction-transport modeling of siderite stability. Their models have been superseded by more recent experimental results of Tosca et al. (2018). Tosca et al. (2018) demonstrate that siderite can in fact form at higher pCO2 under expected early Mars conditions.

We integrate equation 22 backwards in time, starting at a present day atmospheric pressure of p0=0.012 bar (i.e., including CO2 stored in ice caps) with the maximum atmospheric loss rate constrained by the upper limit of the observed MAVEN loss rates (Lillis et al., 2015). This means that we do not prescribe an initial atmospheric pressure for Mars. However, we do force p>0 bar at 4.16 Ga, as this is the age of the earliest paleopressure constraint from the isotopic composition of ALH84001 (Cassata et al., 2012), so we assume that some atmosphere must have been present at this time in order for an "atmospheric component" to be trapped in the meteorite. Our model does not allow negative atmospheric pressures. If pressure becomes negative at any timestep it is reset to 0 bar.

The four possible exponential powerlaw combinations for sources and sinks generate a wide variety of possible pressure histories for Mars. We treat each of the four combination as equally likely. While we do not seek to accurately reproduce Mars' atmospheric pressure history, these models give a qualitative impression of pressure histories allowed by the current data. Therefore, due to the lack of constraints after 3.6 Ga — with the exception of measured MAVEN loss rates — we limit our discussion to atmospheric pressure between 4.3 and 3.6 Ga.

As expected, our model is most strongly affected by the lowest implemented paleopressure constraint. However, a common feature of our initial paleopressure tracks is a low initial atmospheric pressure, typically <0.5 bar (Figure 14). This agrees with constraints from modeling of noble gas isotope evolution from ALH84001 to present (Cassata et al., 2012), which suggest that atmospheric pressure was <1.5 bar for the first 400 Myr of Mars' history. However, it does not agree with the thick atmospheres invoked in current models of greenhouse warming of early Mars to ∼273K (e.g., Turbet, Tran, et al., 2019; Ramirez, 2017; Wordsworth et al., 2013). Although there is no region of parameter space for which our set-up can include both the Home Plate bomb sag constraint (Manga et al., 2012, 6b) and wind ripple constraints (Lapotre et al., 2016, 8b), it is possible to imagine a pressure history involving rapid changes in atmospheric pressure to satisfy both constraints at their published ages (Figure 15). If the wind ripple estimate (Lapotre et al., 2016, 8b) is implemented as a constraint, the only other paleopressure estimate that affects the permitted solutions is from the Cassata et al. (2012) result (2bc) (Figure 4b). This set-up also gives rise to many solutions in which atmospheric pressure < present for much of Mars' history. In the case where the Home Plate bomb sag constraint (Manga et al. (2012), (6b) is implemented, the Cassata et al. (2012) result (2bc) is the dominant control on the permitted paleopressure histories. This is most likely because this is the earliest constraint and therefore sets the effective maximum pressure because the majority of values for k1−4 generate pressure histories that decrease towards the present (we do not implement episodes of atmospheric collapse in our maximally simple model). As discussed in section 4, applying a fractal correction to our synthetic CSFDs lowers our paleopressure estimates. However, when Cassata et al. (2012) (2bc) is implemented as a constraint, pressure is already too low by 4 Ga for our new estimates to impact the allowed paleopressure histories, regardless of whether Manga et al. (2012) (6b) or Lapotre et al. (2016) (8b) are implemented as constraints. This emphasizes the impact of early paleopressure estimates on our understanding of Mars' atmospheric evolution over time. This is inconsistent with geologic evidence for surface liquid water on Mars, as present day annual mean temperatures and pressures do not allow for channel-forming quantities of liquid water to be stable on Mars' surface even at higher solar luminosities. It is currently unclear whether the existing rock record on Mars extends before 4 Ga; therefore, it is not possible to apply the technique used in this paper to this time period, if indeed the interpretable-from-orbit Martian sedimentary rock record extends back this far.

Figure 14c shows the permitted pressure histories if only paleopressure upper limits from small exhumed crater methods (i.e., this paper and Kite et al., 2014) are enforced as constraints. The narrow time window covered by our new upper limits means that the majority of Mars' atmospheric evolution is poorly constrained by these data, and a much wider range of paleopressure histories are permitted. This gives rise to two separate regions of maximum solution density in time-pressure space. The first cluster of solutions starts between 0.5 and 1.8 bar early in Mars history and remains steady ∼4 Ga when pressure begins to decrease towards present day values. The second cluster starts at ∼0.012 bar (i.e., modern atmospheric pressure if ice caps are included (Bierson et al., 2016) and remains at approximately constant pressure for all of Mars history. There is also a third cluster with a lower density of solutions that start off at very high initial atmospheric pressure (of order 10s of bars). This exceeds the cosmochemical estimate of Mars' initial volatile inventory (Lammer et al., 2013), but these pressure histories cannot be ruled out by CSFD-based paleopressure estimates alone due to the absence of cratering ages before 4 Ga and because Mars' sedimentary record may not extend this far back in time.

The lack of paleopressure estimates prior to 4 Ga and after 3.6 Ga makes it difficult to meaningfully assess the sensitivity of our model to each individual constraint. Once again, this motivates a search for more paleopressure constraints both between 3.6 Ga and present, and deep in Mars' history. Our CSFD method can only be applied where craters are embedded in stratigraphy. While we have focused on using orbiter data to investigate sedimentary rocks that may preserve evidence for liquid water on or near the Martian surface during deposition (Malin & Edgett, 2000), it may be possible to apply the technique to aeolian sediments in the search for more recent paleopressure estimates (e.g., Nuno & Paige, 2019; Vasavada et al., 1993).

7 Conclusions

Our objective in this study was to obtain new constraints on Mars' paleopressure history 3.8–4 Ga. To do this, we compared crater populations preserved in ancient sedimentary rocks in Mawrth Vallis (>4 Ga & 3.8±0.2 Ga) and Meridiani Planum ( urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0047 Ga) to predict crater populations generated from a forward model of atmosphere-impactor interactions. At 3.8±0.2 Ga, our results are consistent with two end-member cases:
  1. Continuous paleo-atmospheric pressure of 6 mbar during the period of crater accumulation. Observed crater populations accumulated over a minimum of 104 years (Mawrth phyllosilicates site) to 105 years (Meridiani).
  2. Continuous paleo-atmospheric pressure of 1.5 bar during the period of crater accumulation. Observed crater populations accumulated over a minimum of 105 years (Mawrth phyllosilicates site) to 106 years (Meridiani).

Our measured CSFDs indicate that paleoatmospheric pressure on Mars >4 Ga was either continuously below 1.9±0.1 bar or varied between pressures above and below this upper limit on continuous atmospheric pressure. Therefore, our new data are consistent with either continuously low (<1.5 bar) atmospheric pressures or alternatively variations of several bar in atmospheric pressure due to the changing balance between atmospheric sources and sinks. Thus, a diverse range of paleopressure histories for Mars in the interval 4-3.8± 0.2 Ga are all consistent with our new data (Figure 13). Source and sink processes leave imprints on Mars' geologic record that we can potentially compare to the timing of our measured crater populations to assess the feasibility of different atmospheric pressure histories. The feasibility of pressure oscillations with amplitudes of several bar between pressures above and below our upper limits on continuous pressure due to changes in processes such as outgassing, impacts, escape to space, and carbonate formation from 4−±0.2 Ga could be constrained through better dating of our ancient embedded crater counting sites (e.g., through sample return missions), improved understanding of the extent and duration of carbonate deposition on Mars, and better relative and absolute age-dating for events such as the growth of Tharsis.

Details are in the caption following the image
Schematic illustrating 3 atmospheric pressure histories for Mars between ∼4 Ga and 3.8±0.2 Ga (yellow area). Triangles with age uncertainties are our new upper bounds on continuous atmospheric pressure (dark purple at 4 Ga - Mawrth paleosurface, light purple - Mawrth phyllosilicates, orange - Meridiani). The blue box-car function illustrates a <0.5 bar atmosphere that undergoes periods of collapse. The grey line illustrates an atmosphere that remains continuously at our constant pressure upper limits. The black curve illustrates several bar of atmospheric pressure changes due to changes in atmospheric sources and sinks. Dotted lines/curves indicate time that is not covered by our new results.

Our results agree with existing paleopressure constraints, including sedimentary features such as the Home Plate bomb sag (Manga et al., 2012) (6b) and modeling studies based on mineral stability and carbonate deposition (Hu et al., 2015(5c), van Berk et al., 2012 (4c), where superscripts refer to Figure 7). We also demonstrate that paleopressure estimates for a single site are representative of global zero-elevation corrected surface pressure. However, due to the effects of sedimentation and erosion on observed crater populations, our results give conservative (high) upper bounds.

We combine our new paleopressure upper limits with existing constraints, and compare the combination to the output from a basic model of Mars atmospheric pressure evolution. Our process-agnostic, 2-component model of sources and sinks of volatiles (CO2) to the atmosphere is very strongly sensitive to constraints that give lower bounds on atmospheric pressure (Figure 14). Additionally, our method cannot constrain rapid changes in atmospheric pressure due to collapse (Figure 15). Thus, more paleopressure constraints for Mars are needed, particularly between 3.6 Ga and present where the only existing constraints are the measured MAVEN escape rate and Mars' existing surface and atmospheric CO2 reservoirs. The greatest density of possible solutions for Mars' atmospheric pressure history suggest atmospheric pressures on Early Mars between 0.01 and 1 bar. This agrees with the earliest upper bounds on atmospheric pressure as modeled using data from ALH84001 (Cassata et al., 2012) (2ac & 2bc, Figure 7). This range is significantly lower than our new paleopressure upper bounds.

Details are in the caption following the image
Solution density contour plots of pressure histories allowed by existing paleopressure estimates from our basic, 2-component atmospheric evolution model. All possible source/sink combinations are superimposed on one another for 10,000 possible combinations of k1−4. Dark gray areas do not match data. Washed out (light gray) region indicates area of graph from ∼3.6 Ga to present where no paleopressure estimates exist and solutions are not well constrained. log10(# solutions) = 4 indicates that 10,000 possible solutions pass through point. (a) lower bound on paleo-atmospheric pressure comes from Manga et al. (2012) (6b), pressure calculated from bomb sag structure at Home Plate at urn:x-wiley:jgre:media:jgre21242:jgre21242-math-0046 Ga and (b) Lapotre et al. (2016) (8b), pressure calculated from large wind ripples in the Burns formation as the maximum constraint /3.6±0.1 Ga, respectively (c) only paleopressure constraints from ancient crater size frequency distributions (methods used in this paper). 12b is the upper limit on MAVEN escape rate extrapolated backwards through time. This is only enforced as a constraint at t=4.56 Gyr (i.e., Neumann boundary condition at present day). All other constraints are as for Figure 7.
Details are in the caption following the image
Schematic illustration of one possible pressure history for Mars that satisfies all existing paleopressure constraints. Superscripts: (a) - constraints from small, ancient, embedded craters, (b) - constraints from remote sensing, (c) constraints from all other techniques (meteorite analyses, modelling, etc.). Upward (downward)-pointing triangles - lower (upper) bounds. Circles - estimates of absolute atmospheric pressure or direct measurements. Downward arrows from a horizontal line - pressure must have been below the given value for the entire time interval. Numbers for paleopressure constraints are as for Figure 7. i) CH4-CO2 collision-induced absorption warming is ineffective below atmospheric pressures of 0.8 bar (Turbet, Tran, et al., 2019), ii) from GCMs, the upper bound on atmospheric pressure for atmospheric collapse into CO2 ice caps to occur is 0.5 bar (Forget et al., 2013; Soto et al., 2015), iii) the last year that widespread fluvial activity on Mars was permitted by global climate was <3.4 Ga (Kite, 2019) (additionally, there is evidence for <1 Ga Amazonian supraglacial channels Dickson et al., 2009 and late (<2 Ga) alluvial fan activity in Gale Crater Grant & Wilson, 2019).

Acknowledgments

J. Sneed produced the HiRISE DTMs using the pipeline of Mayer and Kite (2016). The contributions of J.-P. W. were funded by a NASA Solar System Workings grant 80NSSC18K0010. We acknowledge the use of University of Chicago Research Computing Center resources. Grants: NASA NNX16AJ38G (E.S.K.). DTMs in Table 1 can be found at www.uahirise.org/dtm/ unless stated otherwise. Crater counts and MATLAB scripts used for fitting procedure are available at github.com/aowarren/crater_counts. The authors would like to thank the three anonymous reviewers for their constructive comments and suggestions. Author contributions: A.O.W. and E.S.K. designed the research, which was conceived by E.S.K. A.O.W. carried out research. A.O.W. wrote the paper. J-P.W. wrote the forward model of impactor-atmosphere interactions. B.H. contributed CRISM-based mineralogic maps. All authors contributed to editing the paper, the revisions, and concomitant additional work.