The mid-latitudes are critical for understanding the recent climate of Mars. Temperature and atmospheric water vapor control subsurface water ice stability (e.g., Chamberlain & Boynton, 2007;Mellon & Jakosky, 1995;Mellon et al., 2004), with colder temperatures and higher humidity causing shallower ice. Shallow ice is ubiquitous at high latitudes (e.g., Boynton et al., 2002;Smith et al., 2009) and stable at depths of centimeters (e.g., Mellon et al., 2004). At mid-latitudes warmer temperatures increase the depth of stable ice to as much as a few meters. Further equatorward, ice is absent or buried deeply enough to persist while sublimating, or localized on pole-facing slopes (e.g., Aharonson & Schorghofer, 2006).Variations in the orbit and obliquity of Mars affect temperature and humidity, causing ice to extend equatorward as obliquity increases and retreat as it decreases (e.g.,
<p><strong>Introduction:</strong> Recurring Slope Lineae (RSL) are narrow dark streaks that incrementally lengthen down Martian warm steep slopes [1]. On first approximation, they appear during the Martian summer, disappear in winter and recur annually. This temperature dependence suggested that RSL may be related to flows of liquid water or brines [1-5], possibly fed by groundwater sources [6, 7] or from the deliquescence of hygroscopic salts [8]. Alternatively, RSL have been interpreted as dry granular flows [9, 10, 11, 12], possibly related to aeolian processes [13, 14].&#160; Although a detailed explanation of the RSL nature and formation mechanism is still not complete, the latest evidence points further toward a dry mechanism [15].</p><p>Here, we provide further evidence for a dry origin of RSL by investigating their colour properties through multiband photometry obtained from 4-filter Colour and Surface Science Imaging System (CaSSIS, [16]) observations at Horowitz crater, Mars. We compare it with multiband photometry of dark tracks left by the passage dust-devils (DDTs), which are dark marks left by the passage of whirlwinds, and regions where surface dust has been partially removed (&#8220;dust poor&#8221; regions, DPs). Since DDTs and DPs are being formed by ferric dust removal and the exposure of underlying, typically ferrous material, the comparative multiband photometry provided by CaSSIS may help us understand whether RSL are consistent with being formed by the removal of dust. This would contribute to show that RSLs are indeed dry flows of dust and sand. Our comparative photometry is then supported by a photometric modeling approach.</p><p><img src="data:image/png;base64, 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