1 The effects of weathering on the strength and chemistry of Columbia River Basalts 2 and their implications for Mars Exploration Rover Rock Abrasion Tool (RAT) 3 results 4 5 B. J. Thomson1, J. A. Hurowitz2, L. L. Baker3, N. T. Bridges4, A. Lennon4, G. Paulsen5, 6 and K. Zacny5 7 8 9 1 Center for Remote Sensing, Boston University, 725 Commonwealth Ave. Rm. 433, Boston, MA 02215, USA. 10 2 Department of Geosciences, Stony Brook University, Stony Brook, NY 11794, USA. 11 3 Department of Plant, Soil and Entomological Sciences, University of Idaho, Moscow, ID 12 83844, USA. 13 4 Johns Hopkins University Applied Physics Laboratory, Laurel, MD 20723, USA. 14 5 Honeybee Robotics, Pasadena, CA 91103, USA. 15 16 Corresponding author: Bradley J. Thomson 17 Email: [email protected] 18 Office phone: 617.353.5148 19 20 21 22 23 24 Number of Pages: 54 Number of Figures: 10 Number of Tables: 6 Date: 30 January 2014 1 25 26 Abstract Basalt physical properties such as compressive strength and density are directly 27 linked to their chemistry and constitution; as weathering progresses, basalts gradually 28 become weaker and transition from intact rock to saprolite and ultimately, to soil. Here 29 we quantify the degree of weathering experienced by the Adirondack-class basalts at the 30 Mars Exploration Rover Spirit site by performing comparative analyses on the strength 31 and chemistry of a series of progressively weathered Columbia River Basalt (CRB) from 32 western Idaho and eastern Washington. CRB samples were subjected to compressive 33 strength tests, Rock Abrasion Tool grinds, neutron activation analysis, and inductively 34 coupled plasma optical emission spectroscopy. Analyses of terrestrial basalts indicate 35 linked strength-chemical changes, as expected. Weathering sufficient to induce the loss 36 of more than 50% of some cations (including >50% of MgO and MnO as well as ~38% 37 of Fe2O3 and 34% of CaO) was observed to weaken these samples by as much as 50% of 38 their original strength. In comparison with the terrestrial samples, Adirondack-class 39 basalts are most similar to the weakest basalt samples measured in terms of compressive 40 strength, yet they do not exhibit a commensurate amount of chemical alteration. Since 41 fluvial and lacustrine activity in Gusev crater appears to have been limited post-basalt 42 emplacement (most of the aqueous activity in Gusev crater predates the eruption of flood 43 basalt lavas), the observed weakness is likely attributable to thin-film weathering on 44 exposed, displaced rocks in the Gusev plains (in addition to some likely shock effects). 45 The results indicate that Adirondack-class basalts may possess a several mm-thick weak 46 outer rind encasing an interior that is more pristine than otherwise indicated, and also 47 suggest that long rock residence times may be the norm. 2 48 Keywords: Mars, Earth, Mars Exploration Rovers, basalt, weathering, rock strength, 49 physical properties 50 51 52 1 Introduction Understanding the material strength of rock, outcrop, and soil targets encountered 53 by landed spacecraft on Mars is an essential part of our knowledge of present and past 54 surface and subsurface environmental conditions. When considered together with a 55 rock’s chemistry and mineralogy, information about the physical properties of materials 56 (including parameters such as texture, strength, hardness, and particle size, shape, and 57 sorting) provides an additional means to help reconstruct its geologic history. Of 58 particular relevance is the role of rock alteration. As chemical weathering progresses, 59 primary igneous minerals are altered and replaced by secondary phases to a degree 60 dictated by limiting factors such as temperature, time, kinetics, and/or the availability of 61 water. The complex assemblage of primary and secondary materials created by these 62 processes yields a unique fingerprint that can be used to constrain the modification 63 processes. The strength and physical properties of geologic materials vary in tandem with 64 these mineralogical alterations, but, until now, such strength changes have received little 65 attention. 66 The purpose of this study is to investigate the linked chemical and strength 67 changes undergone by basalt during weathering. Basalt is an important crustal component 68 that represents a significant fraction of the surface area of terrestrial bodies [Basaltic 69 Volcanism Study Project, 1981]. Martian basalts have been identified from orbital 70 remote sensing measurements [e.g., Mustard et al., 1997; Christensen et al., 2000; 3 71 Bandfield, 2002], chemical, spectral, and textural analyses from landed spacecraft [e.g., 72 Clark et al., 1982; Bell et al., 2004; Christensen et al., 2004; Gellert et al., 2004; 73 Herkenhoff et al., 2004; McSween et al., 2004], and within the Martian meteorite suite 74 [e.g., McSween, 1994]. Indeed, basalt is the most abundant rock type on Mars [McSween 75 et al., 2009]. Given its wide abundance on Earth, Mars, and the other terrestrial planets, 76 basalt makes an ideal target material for comparative physical property studies. 77 Establishing an empirical linkage between strength and chemistry of basalt undergoing 78 weathering will permit greater constraints on the nature and degree of weathering 79 processes on Mars as inferred from remote measurements. 80 81 1.1 Previous work 82 The chemical and mineralogical effects of basalt weathering have been the 83 subjects of numerous investigations. These include studies of water-limited basalt 84 weathering [e.g., Elwood Madden et al., 2004; Hurowitz and McLennan, 2007], acid 85 weathering [e.g., Tosca et al., 2004; Niles and Michalski, 2009; Hurowitz et al., 2010], 86 high water-rock ratio weathering in surficial environments [e.g., Eggleton et al., 1987; 87 Nesbitt and Wilson, 1992], hydrothermal alteration [e.g., Kristmannsdottir, 1979; 88 Jakobsson and Moore, 1986; Baker et al., 2000], and impact-induced alteration [e.g., 89 Newsom, 1980]. Yet the specific effects of these processes on basalt strength that occur 90 with mineralogical changes have been little addressed. 91 In a prior study, we used data from Rock Abrasion Tool (RAT) grinds to infer the 92 compressive strength of rocks at the Mars Exploration Rover Spirit site in Gusev crater 93 [Thomson et al., 2013]. The RAT is a small rotary grinder carried at the end of the each 4 94 rover’s robotic arm (additional details are given in §2.3.2). Designed to abrade and 95 remove the outer layers of rocks in order to expose fresher interior surfaces [Gorevan et 96 al., 2003], the power consumed during grinding combined with the grinding time can be 97 linked to rock strength [Myrick et al., 2004; Thomson et al., 2013]. The results from our 98 initial study constrain the range of strengths over which the RAT effectively operates, 99 and provides a means to link the specific grind energy to compressive strength. At the 100 MER Spirit site, the results confirm and expand previous initial indications that many 101 intact martian materials are significantly weaker than their fresh terrestrial counterparts 102 [Arvidson et al., 2004; McSween et al., 2006; Squyres et al., 2006; Wang et al., 2006], 103 implicating alteration effects. Whereas these results demonstrate a robust method for 104 inferring bulk strength, this earlier work did not address the specific nature of the 105 weathering. Herein, we derive a relationship between the type and extent of weathering 106 and the measured strength, a correlation that holds promise for inferring alteration 107 processes from drilling and abrasion tools on current and future planetary rovers. 108 109 110 1.2 Goals of this study The goal of this effort is to understand and quantify the geochemical and 111 geomechanical changes in typical basalt weathering profiles as a proxy for Mars. The 112 sampling locale is the Columbia River Basalt Province, a flood basalt province with 113 numerous interflow weathering horizons. This study extends our previous work in which 114 the RAT specific grind energy was used infer the strength of rock targets [Thomson et al., 115 2013]. Here, we quantify the systematic changes in basalt physical properties with degree 5 116 of weathering. The results from this study will provide independent constrains on the 117 nature and vigor of martian weathering processes. 118 119 2 120 2.1 Approach Sample localities 121 All of the samples described in this work were obtained from flows of the 122 Columbia River Basalt Group (CRBG) located in eastern Washington and western Idaho 123 (Figure 1). Erupted during the Miocene, the Columbia River Basalt Group is divisible 124 into four main stratigraphic formations. From oldest to youngest, these are the Imnaha 125 Basalt Formation (erupted ~17.5 Ma), the Grand Ronde Basalt Formation (~16.5 and 126 15.6 Ma), the Wanapum Basalt Formation (~15.6 and 14.5 Ma), and the Saddle Mountain 127 Basalt Formation (~14 and 6 Ma) [Swanson et al., 1979; Camp and Hooper, 1981; Tolan 128 et al., 1989]. Grande Ronde Basalts constitute the overwhelming majority (87 vol%) of 129 the total erupted volume (1.74×105 km3) [Tolan et al., 1989], and have been divided into 130 four magnetostratigraphic units: R1, N1, R2, and N2, from oldest to youngest. Here, the 131 designators R and N refer to reverse and normal magnetic polarity, respectively. 132 Within this stratigraphy, our focus is in the entombed paleosol horizons in the 133 Grande Ronde and Wanapum Basalts. These paleosols were developed on top of basalt 134 flows during interflow intervals, and their subsequent burial in later flows provides a 135 unique snapshot of weathering processes from that interflow interval [e.g., Sheldon, 136 2003; Hobbs, 2010]. Compared to other paleosol surfaces, interflow paleosols confer 137 several advantages. First, the protolith material can be directly determined, rather than 138 inferred from the general surroundings. Second, the element of time is also tightly 6 139 constrained: paleosol development is bracketed by the ages of the host basalt and the 140 successive, capping flow. Finally, as these deposits are presently exposed only in recent 141 road cuts, there has been effectively no modern re-activation of these paleoweathering 142 horizons. Limited post-burial alteration effects include compaction due to the overburden 143 and oxidation of organic matter in the uppermost soil layers [e.g., Retallack, 1991]. 144 145 2.1.1 Lawyer Canyon 146 The Lawyer Canyon site is located south of the town of Craigmont, ID along US- 147 95. Hosted by the N1 magnetostratigraphic unit of the Grande Ronde Basalt, the paleosol 148 layer consists of a well-defined, 2 m thick paleosol underlain by a saprolite with a 149 gradational lower boundary into progressively less weathered host rock. The Basalt of 150 Icicle Flat, equivalent to the Basalt of Dodge (Eckler Mountain Member of the Wanapum 151 Basalt [Kauffman, 2004; 2009]), caps the paleosol layer [Bush et al., 2004]. This broad, 152 gradual transition presents an ideal locale for numerous macroscopic samples (in other 153 localities, the saprolite-basalt transition is commonly compact, i.e., less than several cm 154 across). Basalt corestones are observed both in the paleosol layer and the saprolite layer; 155 in cross-section these are rounded, isolated masses of less weathered protolith material. 156 The total exposed stratigraphic thickness is about 10 m. 157 158 2.1.2 Kendrick Grade 159 At this locality, a ~2 m thick paleosol layer (montmorillonite-kaolinite) developed 160 on Grande Ronde N1 Basalt and is capped by the Priest Rapids Member of the Wanapum 161 Basalt [Lewis et al., 2005]. Beneath the soil layer, a thick saprolite zone transitions down 7 162 over about 2 m through weathered corestones into unaltered basalt parent material. 163 Vesicularity increases upward through the saprolite. The paleosol is capped with a 164 blackened layer that may be composed of vegetation carbonized during emplacement of 165 the overlying basalt flow. 166 167 2.1.3 168 Upper Shumaker At Upper Shumaker, a thin, 0.03 to 0.1 m paleosol layer is present within the 169 Eckler Mountain Member of the Wanapum Basalt Formation. The weathered sequence is 170 capped by the Shumaker Creek Member of the Wanapum (the intervening Frenchman 171 Spring Member is not present at this locality; it pinches out well to the west). Beneath the 172 thin paleosol, a broad saprolite zone is present that is more highly vesicular (~20%) than 173 the basalt or saprolite present at Lawyer Canyon. Protolith material is accessible only as 174 basalt corestones, not as an intact layer of massive, unaltered basalt. The total exposed 175 stratigraphic thickness at this exposure is about 4 m. 176 177 2.2 Sample acquisition strategy and preparation procedure 178 At each road cut site, relatively intact blocks of basalt were selected at multiple 179 heights. These were photodocumented in place, and the surrounding context was noted. 180 Blocks were then dislocated and transported down to road level where drill cores were 181 extracted using a portable gasoline-powered, wet core drill (the core drill used water to 182 cool the diamond bit segments and remove cuttings). Two people were required to extract 183 the cores: one to operate the drill and another to supply water using a manual pump. At 184 least two drill cores were extracted per sampled block. This approach was deemed safer 8 185 than moving the drill and water-cooling assembly up and down the road cut face due to 186 the unstable nature of the surface slopes. 187 To avoid complications in the grind tests induced by irregular rock textures, the 188 samples were prepared at the University of Idaho. Two parallel rock saw cuts were sliced 189 from each block to extract hand samples bounded by flat planes. The resulting hand 190 samples were approximately 2 cm in thickness and 10 cm in minimum extent to 191 accommodate the outer butterfly contact points of the RAT instrument [Gorevan et al., 192 2003]. Sample bulk densities were recorded using the glass bead displacement method 193 [Macke et al., 2010; Macke et al., 2011]. 194 195 2.3 196 2.3.1 197 Experimental testing procedures Compressive strength tests Cylindrical cores were cut from the basalt samples using a diamond coring bit. 198 The resulting cores had a mean diameter of 24.6 mm (±0.11 mm). Following the 199 procedure established in our initial study [Thomson et al., 2013], the ends of each core 200 were trimmed and ground such that they were flat, parallel, and roughly perpendicular to 201 the cylindrical axis of the core. No additional grinding was performed on the cylindrical 202 wall of the core. The target length-to-diameter (L/D) ratio for these specimens was 2.0, 203 but fracturing of the cores resulted in a range of final L/D ratios of 0.87 to 1.86. The 204 difference in L/D ratio introduces an error of approximately 4% [Thuro et al., 2001]. 205 Grinding was accomplished using a diamond masonry blade mounted in a wet saw with a 206 linear translation table, and a custom jig for fixing the cylindrical axis of the specimen 207 perpendicular to the direction of the table’s travel through the blade. 9 208 All of the specimens were individually measured for length and diameter with a 209 digital caliper. Each nominal dimension was taken as the mean of either three (for 210 diameter) or four (for length) measurements at different locations and orientations. The 211 nominal specimen diameter was used to calculate the nominal cross-sectional area for 212 converting compressive force into compressive stress. The nominal length was used to 213 check for correlation between the deviation of specimen failure strength from the mean 214 and L/D ratio. No significant correlation was found, indicating that it is unlikely that end 215 effects skewed the compressive strength results more for short specimens than for longer 216 specimens. The nominal length was also used as the gauge length for converting 217 compressive displacements into compressive strain. 218 Compressive strength of the basalt samples was measured using an Instron 8502 219 servohydraulic load frame equipped with a 250 kN load cell and 64 mm (2.5”) diameter 220 spherical compression platens. The compression tests were conducted without radial 221 confinement, so the failure stress of the specimens is reported as the unconfined 222 compressive strength (UCS). Tests were run in displacement control at a constant strain 223 rate of 10-4 s-1, which required modifying the displacement rate for each test based on the 224 specimen length, and a data sampling rate of 10 Hz. 225 226 227 2.3.2 RAT instrument overview The Rock Abrasion Tool is an engineering instrument and vital component of the 228 in situ sensing portion of the Athena science payload carried onboard the Mars 229 Exploration Rovers [Squyres et al., 2003]. Attached to the end of the robotic arm (IDD or 230 Instrument Deployment Device), the RAT was designed to abrade and remove the outer 10 231 weathered layers of rocks, exposing fresher material beneath [Gorevan et al., 2003]. The 232 RAT fits within a cylindrical volume 8.5 cm in diameter and 12.8 cm in length, and has a 233 mass of 0.687 kg. It consists of three actuators: one to rotate a diamond impregnated 234 “paddle wheel” at high speed (about 3000 rpm) against the target; a second to revolve the 235 paddle wheel about the RAT’s central axis at lower speeds (<2 rpm); and a third to raise 236 or lower the grinding assembly against the target (termed the Z-axis motor). Typical step 237 sizes of the Z-axis motor are 0.05 mm per revolution for dense targets. Prior to operation, 238 the IDD must be placed firmly against a target with a preload force of about 10 to 40 N 239 (typically 30 N). When the rover is on a slope, lower preload is used to reduce the risk of 240 rover slip downhill. A successful grind operation produces an abraded region 4.5 cm in 241 diameter and nominally 2-5 mm deep, though the actual depth attained depends on the 242 rock hardness. 243 Numerous engineering data are recorded during grind operations, including the 244 current draw from the grinding motor. The integrated power consumption over the last 245 0.25 mm of a grind combined with the grinding time has been termed Specific Grind 246 Energy (SGE, units J/mm3) and is an estimation of the target’s strength and resistance to 247 abrasion. 248 249 250 2.3.3 Rock Abrasion Tool grind tests To quantify the grinding operation, two terms are used: Specific Grind Energy 251 (SGE) and the G-Ratio. The SGE-term is the energy used by a grinder to remove a unit 252 volume of material; its units are J/mm3 [Teale, 1965]. This energy parameter is a function 253 of a number of system-specific variables such as grinding parameters, the state of the 11 254 abrasive pad, rock physical properties, cleaning efficiency, cuttings removal, and friction. 255 Because SGE is a composite quantity that is a function of many variables, it does not 256 necessarily capture the full spectrum of rock mechanical properties by itself, and different 257 rock types may yield non-unique, overlapping SGE values. 258 To partially address this issue, we also consider the G-ratio, which is a ratio of the 259 volumetric wear of rock divided by a volumetric wear of abrasive material (i.e., the pads 260 of the grinding bit itself; G-ratio units are mm3/mm3). For example, when grinding an 261 abrasive rock (e.g., sandstone) and a non-abrasive rock (e.g., limestone), the SGE values 262 may be the same. However, because the grinding bit wears faster in an abrasive rock, the 263 G-ratio derived for sandstone would be lower than for limestone. Thus, the G-ratio helps 264 differentiate between different types of rocks with similar SGE values. 265 Measuring wear of a grinding bit and volume of rock removed on Mars is 266 complicated by the lack of direct measurement of these parameters [Myrick et al., 2004]; 267 they must be inferred from visual images (or more preferably, from stereo image-derived 268 topography [e.g., Herkenhoff et al., 2006]). In addition, the values of SGE are RAT- 269 specific, and as such, any data interpretation has to be calibrated just for the RAT. 270 For this project, we used the RAT brassboard model to conduct grind tests. From 271 a design and performance standpoint, the RAT brassboard, Engineering Model (EM), and 272 the Flight Models (FM) are all the same. The main difference is that the EM and FM have 273 flight-qualified actuators and vacuum-grade lubricants. In terms of the critical factor of 274 power consumption, however, the models are identical in performance. 275 276 Grinding test protocols followed the same procedure as RAT grinds conducted on Mars, including the same software and command sequences. Initially, the RAT executed 12 277 a ‘seek-scan’ routine whereby the grinding wheel rotates at a low speed while the Z-axis 278 moves the bit towards the surface. Once an elevated current is detected on the grinding 279 axis (meaning the grinding wheel has contacted and stalled on the rock surface), the Z- 280 axis stops and backs off the surface a small distance until the grinding wheel starts 281 spinning again. At this point the scan part of the routine is executed. During the scan 282 routine, the grinding wheel continues to spin at a slow rate. Meanwhile, the revolve axis 283 starts to rotate at 1 rpm to sweep or “scan” the surface for the highest point on the rock. If 284 a stall is detected on the grinding axis during this scan, the revolve axis stops and the Z- 285 axis backs off the surface until the grinding axis is free to rotate. Once the grinding axis 286 begins to rotate, the revolve motion begins again. The stall detection and retract process 287 repeats until one full revolution is made. This Z-axis position is then set to zero depth and 288 the grinding operation commences. The grinding operation consists of a bit spinning at 289 3000 rpm and revolving at up to 2 rpm (the actual revolving rate is dependent on torque 290 applied by the grinding wheel). After each revolution, the Z-axis advances the bit 50 291 microns. A typical grinding operation lasts 1-3 hours. Once the grinding is complete, the 292 grinding telemetry is analyzed to determine SGE. In a few cases the G-ratio was also 293 acquired by estimating the volume of the ground hole as well as measuring the wear of 294 the grind pad. The latter was achieved by taking a photo of the profile of the grind bit 295 before and after the test. However, the steps taken to acquire the G-ratio presented 296 additional operation complexity, took extra mission time, and were not very accurate due 297 to insufficient special resolution for bit imaging. For that reason this is no longer being 298 done on the MER mission though bit profile images are still being captured to monitor bit 299 life over several grinds. 13 300 301 2.3.4 Major and trace element chemistry, mineralogy 302 Sample slabs were prepared using a rock saw at the University of Idaho 303 Department of Geological Sciences from the large blocks of sample that were cored in 304 the field (Section 2.3). When possible, slabs were collected from immediately adjacent to 305 locations on the rock where slabs were collected for the purposes of Rock Abrasion Tool 306 grind tests (Section 2.2.2). When this was not possible (generally due to difficulty 307 orienting the sample block for adjacent cuts), slabs were collected from a different 308 location on the same block that was used for preparation of a sample for RAT grind 309 testing. In this manner, we have attempted to maximize the similarity between sample 310 geochemistry and physical properties (as deduced from rock crushing and RAT grinding 311 experiments). In addition to competent slab samples, two samples of loose, disaggregated 312 paleosol material that were too friable for mechanical strength or RAT testing were 313 collected from Lawyer Canyon and Shumaker Grade for geochemical analysis. 314 Whole sample slabs, weighing between 10 and 20 grams, were sent to Activation 315 Laboratories of Lancaster, Ontario, CA for preparation and analysis of major, minor, and 316 trace elements. Sample preparation entailed crushing the entire sample to minus 10 mesh 317 (1.7 mm) followed by pulverization to at least 95% minus 150 mesh (106 microns). All 318 sample crushing and grinding equipment is made of mild steel, which can add up to 0.2 319 wt% Fe; pure quartz sand was run through the sample preparation equipment between 320 each sample in order to ensure cleanliness and minimize sample-to-sample cross 321 contamination. 14 322 After powder preparation, samples were analyzed by a combination of 323 instrumental neutron activation analysis (INAA, for As, Au, Br, Ce, Co, Cr, Cs, Eu, Hf, 324 Hg, Ir, La, Lu, Nd, Rb, Sb, Sc, Se, Sm, Ta, Tb, Th, U, W, Yb, Zr) and inductively 325 coupled plasma optical emission spectroscopy (ICP-OES). Sample data are tabulated in 326 Tables 4-6; detection limits for each element are also reported. 327 For INAA, a 1 g aliquot is encapsulated in a polyethylene vial and irradiated with 328 flux wires and an internal standard at a thermal neutron flux of 7×1012 n cm-2 s-1. After a 329 7-day period to allow for the decay of Na-24 the samples are counted on a high purity Ge 330 detector with resolution of better than 1.7 KeV for the 1332 KeV Co-60 photopeak. 331 Using the flux wires, the decay-corrected activities are compared to a calibration 332 developed from multiple certified international reference materials. The standards are 333 only a check on accuracy and are not used for calibration purposes. The method is 334 described in detail in Hoffman [1992]. 335 For analysis by ICP-OES, a 0.2 g sample is mixed with a mixture of lithium 336 metaborate/lithium tetraborate and fused in a graphite crucible. The molten mixture is 337 poured into a 5% nitric acid solution and shaken until dissolved (~30 minutes). The 338 samples are run for major oxides (Si, Al, Fe, Mg, Mn, Ca, Ti, Na, K, P) and selected trace 339 elements (Ba, Be, Sr, V, Y, Zr) on a combination simultaneous/sequential Thermo 340 Jarrell-Ash Enviro II ICP-OES. For the remaining trace elements (Ag, Bi, Cd, Cu, Mo, 341 Ni, Pb, S, Zn) a 0.25 g sample is digested with four acids beginning with hydrofluoric, 342 followed by a mixture of nitric and perchloric acids, heated using precise programmer 343 controlled heating in several ramping and holding cycles which takes the samples to 344 dryness. After dryness is attained, samples are brought back into solution using 15 345 hydrochloric acid and analyzed using a Varian Vista ICP-OES. With this digestion, 346 certain phases may be only partially solubilized. These phases include zircon, monazite, 347 sphene, gahnite, chromite, cassiterite, rutile and barite, and only sulphide sulfur is 348 solubilized. Loss on Ignition (LOI) was determined by measuring the mass lost from 349 samples after heating them for 2 hours at 1050°C in an open crucible, providing 350 information on the amount of H2O, CO2, S, and other volatile compounds that are present 351 in the samples. 352 Mineral phase identification and quantification was carried out on a powdered 353 sample of LC-01 that was mixed with a powdered alumina standard in known 354 proportions. The mixture was then analyzed on a Bruker HiStar X-ray diffractometer 355 using Cu k-alpha radiation (40kV, 20mA), over a 2-theta range of 10-70 degrees. Powder 356 diffraction data were then reduced using the Crystallographica search-match software 357 program to what mineral phases were present and what their abundances were. 358 359 3 360 3.1 361 Results Individual strength test results. A total of 24 compressive strength tests were conducted (Table 1): 7 sample sets 362 from Lawyer Canyon road cut with >2 sample cores per set (N=16 crushing tests); 2 363 samples from Kendrick Grade (N=4 crushing tests); and 2 samples from Shumaker Grade 364 (N=4 crushing tests). A third sample from Shumaker Grade (SH-03) was too friable for 365 compressive strength testing and failed prior to loading. During the course of Rock 366 Abrasion Tool testing, 42 grinding tests were performed in 3 different rock types (see 367 summary Table 2). These included 7 sample sets from Lawyer Canyon road cut (N=22 16 368 grind tests); 2 samples from Kendrick Grade (N=7 grind tests); and 3 samples from 369 Shumaker Grade (N=13 grind tests). The number of tests per rock sample ranged from 3 370 to 7. These data sets were used to determine the average and standard deviation for each 371 set of conditions. 372 Figures 2 and 3 present univariate data plots of compressive strength and grind 373 energy, respectively, ordered by decreasing mean value. In the compressive strength 374 results (Fig. 2), there is reasonably good separability between samples that have 375 experienced different degrees of weathering (assigned here based on qualitative visual 376 and textural field evidence). Mean UCS values vary between 225 to 70 MPa from the 377 freshest to most weathered samples, spanning the rock mechanical strength categories of 378 “very strong” (100-250 MPa) to “strong” (50-100 MPa) (using categories of Hoek and 379 Brown [1997]). The seven sample points from the Lawyer Canyon site define an array or 380 sequence going from stronger, less weathered samples (LC-01, LC-02) to progressively 381 more weathered ones (LC-06, LC-07). Sample from Kendrick Grade samples tend to fall 382 in the intermediate to high range, while sample from Shumaker Grade span the range of 383 observed strengths. The most weathered samples from each locality have compressive 384 strengths that range from ~30 to 50% of the most pristine samples (i.e., 46% for Lawyer 385 Canyon, 77% for Kendrick Grade, and 32% for Shumaker Grade). 386 In Figure 3, there is much less separation evident between grind values for 387 different rock types compared to Fig. 2, and also less separation between samples from a 388 given sample locality. Kendrick Grade samples are the most grind resistant (1st and 4th 389 strongest in Fig. 3), whereas in terms of compressive strength they are 3rd and 6th 390 strongest, respectively (Fig. 2). Repeat grinds of individual targets have a high degree of 17 391 scatter. Overall, the grind results have an average standard deviation of 44.5% (expressed 392 as a percentage of the mean value), compared to an average standard deviation of 15.8% 393 for the compressive strength tests. 394 The weakest SGE values of different targets have a high degree of overlap; in 395 contrast, the strongest recorded values for each sample show greater consistency. Despite 396 the relatively high uncertainties in Fig. 3, a general trend in the Lawyer Canyon samples 397 is evident, i.e., LC-02, LC-01 > LC-05, LC-07. As with the compressive strength data, 398 samples from Shumaker Grade span the range of grind values. However, the weakest 399 UCS samples, SH-02, is the second strongest in terms of SGE. (Note sample SH-03 is not 400 represented in the crushing tests as it was too weak for this type of test). Weathered 401 samples for each locality have grind values from ~40 to 80% of the most pristine sample 402 (53% for Lawyer Canyon, 78% for Kendrick Grade, and 38% for Shumaker Grade). 403 It is noteworthy that the degree of scatter exhibited by the SGE values of this suite 404 of basalts is higher than for the rock assemblage measured previously [Thomson et al., 405 2011; Thomson et al., 2013]. A likely controlling factor of this variability is the high 406 overall strength of these samples. Our prior work indicates that the advancement of the 407 RAT grinding bit into the target rock operates with reduced effectiveness for rocks with 408 UCS values greater than ~150 MPa. For samples at or exceeding this strength threshold, 409 the RAT’s rate of penetration into the target is minimal. As a check on the grind depth 410 values recorded by the Z-axis motor, independent depth measurements were made using a 411 depth micrometer. A comparison of these two sets of depth values is given in Table 3. It 412 is apparent that the independently measured depths are significantly shallower than those 413 recorded by the Z-axis stage (they are, on average, 73% shallower). This difference is 18 414 likely attributable to compliance in the RAT system, i.e., strain accommodated in the 415 RAT motor, housing, and mounting stage assembly. In two thirds of the grind tests, the 416 micrometer measurements indicate that a grind depth of 0.25 mm was not achieved. This 417 means that the actual SGE values are higher than those reported in Table 2. Yet we 418 report the Z-axis depths and associated SGE values because these are most comparable to 419 the results from Mars. System compliance is an issue with data from both the brassboard 420 and flight models, and therefore cannot be summarily excluded from consideration. 421 We also note that the specific grind energies we derived here and in Thomson et 422 al. [2013] are significantly lower (~20-30% lower) than previously reported SGE values 423 [e.g., Arvidson et al., 2004; McSween et al., 2006; Squyres et al., 2006; Wang et al., 424 2006; Herkenhoff et al., 2009]. A combination of factors accounts for the differences, and 425 they relate to how data reduction is performed. Previous analyses used a standard 26.5 V 426 as the operating voltage for the grind axis. Here, we compute the voltage based on the 427 average velocity of the grind axis, resulting in a value that is typically around 10% lower. 428 Also, the average no-load current for the previously computed data were calculated based 429 on a fit produced over the minimum currents recorded in the grind data product (as 430 opposed to the calibration data product) until this minimum value settled. The difference 431 for some cases is as high as 40% over the last 0.25 mm. In the data presented here, the 432 no-load current is strictly from the calibration data collected prior to the physical grinding 433 of the rock. SGE values for the lab tests presented here are thus consistent with both the 434 lab and martian SGE values reported in our initial work [Thomson et al., 2013]. 435 436 3.2 Comparison of grind and compressive strength tests 19 437 When comparing the grind test results to the compressive strength test results, the 438 samples from Lawyer Canyon are reasonably consistent with the previously determined 439 correlation [Thomson et al., 2013] (Figure 4). As expected, stronger samples (LC-01, 440 LC-02) plot toward the upper right portion of the plotted field, while weaker samples 441 (LC-05, LC-07) tend to fall toward the lower left. Samples from Kendrick Grade 442 (denoted by filled red circles in Fig. 4) conform to this general trend but are offset to 443 higher SGE values. The most anomalous data point is SH-02, a slightly more weathered 444 sample from the Upper Shumaker site. This sample has a low compressive strength yet 445 unusually high grind resistivity. It may be that macroscopic weakness (such as porosity or 446 pre-existing fractures) lowered the compressive strength but did not comparably affect its 447 grindability. Opaline silica was also observed to cement the paleosol soils at the Upper 448 Shumaker site, and it is possible that opal was deposited in pore spaces of this rock 449 sample and affected its grind resistivity. 450 Also given in the right-hand panel of Figure 4 is a shaded rectangular field 451 indicating the measured SGE values of Adirondack-class basalts and interpreted UCS 452 values from Thomson et al. [2013]. The Adirondack-class basalts Adirondack, 453 Humphrey, and Mazatzal have recorded SGE values that range from ~30 to 45 J/mm3; 454 their inferred compressive strengths range from about 70-130 MPa. In terms of strength, 455 Adirondack-class basalts are similar to samples LC-05 and LC-07, which are the most 456 weathered but intact basalt samples measured in this study (excluding paleosols or 457 saprolite). 458 459 3.3 Chemical index of alteration (CIA) 20 460 To help further quantify the degree of alteration, we calculated the chemical index 461 of alteration (CIA = molar Al2O3/(Al2O3+Na2O+CaO+K2O)) from the elemental 462 abundances determined by ICP/OES (Table 4). Figures 5a-b give the CIA as a function 463 of compressive strength and grind energy, respectively. The highest recorded CIA values 464 were found in paleosol layers; these are excluded from Fig. 5 because they were not 465 sufficiently competent to conduct crushing tests or grind tests. However, based on their 466 observed field characteristics (i.e., they crumbled under blows by the point of a geologic 467 hammer), their UCS value could be generally inferred to be less than about 5 MPa, and 468 their expected SGE values would be accordingly very low, ~1-2 J/mm3, consistent with 469 very weakly consolidated material. Hence, these paleosols would plot above the upper 470 left corner of both Fig. 5a and 5b. 471 In Fig. 5a, there is a distinct separation between less weathered samples (LC-01, 472 LC-02, LC-03) and more weathered samples (LC-04 to LC-07). This general trend of 473 weathering is consistent with the position of most weathered samples (paleosols) plotting 474 above the upper left corner of the plot. In comparison, although in Fig. 5b some 475 separation is still evident between the most weathered samples (LC-05, LC-07) and least 476 weathered (LC-01, LC-02), there is much more overlap for intermediate cases (LC-03, 477 04, 06) compared to Fig. 5a. ΔCIA values, defined as the difference between the most 478 pristine and most weathered sample from a given locality, are 5.2 for Lawyer Canyon, 2.0 479 for Kendrick Grade, and 0.3 for Shumaker Grade (SH-02 minus SH-01). Samples SH-03 480 has a CIA value of 62.2, which is intermediate between the rock samples and the 481 paleosols at Lawyer Canyon and Shumaker Grade that have CIA values in the range of 482 87 to 95. 21 483 Sample SH-03 was too weak to conduct compressive tests on but sufficiently 484 competent for grind tests; its value lies in between paleosols and more competent basalts. 485 But apart from this sample, there is a large gap in terms of strength parameters and CIA 486 values between paleosols and intact but weathered basalt samples. It is likely that the 487 collection and measurement of additional samples at a finer sampling interval (e.g., every 488 2 cm below paleosol) might reveal more transitional states. 489 490 3.4 Bulk Density. 491 Systematic trends in bulk density were also noted with increasing degree of 492 weathering (Figure 6), particularly for the Lawyer Canyon (LC) samples. The difference 493 between the most pristine and most weathered samples is about 0.4 g/cm3, equivalent to a 494 loss of ~15% of the initial bulk density of 2.7 g/cm3. This density change is comparable 495 to the difference in density between fresh and slightly weathered samples of 2 Ma old 496 basalts (with densities of 2.8 and 2.1 g/cm3, respectively) measured by Moon and 497 Jayawardane [2004]. 498 499 500 3.5 Depth Profile and Mobility Ratios. In this section, we focus our attention on the samples from Lawyer Canyon (LC). 501 Samples LC-01 to LC-07 were obtained in a vertical profile of progressively weathered 502 basalt, starting at the bottom from LC-01, the least weathered sample of the protolith, 503 extending 8 meters upwards to sample LC-07, the most weathered. However, because 504 weathering into the intact basalt proceeded in a dendritic pattern along fractures and 505 defect planes (i.e., the weathering front is not strictly planar), the sequence of weathering 22 506 states may not exactly match the stratigraphic height-ordered sequence. Above these rock 507 samples, the paleosol layer was also sampled (LC-paleosol). 508 Figure 7 gives major oxides as a function of depth for the Lawyer Canyon series. 509 The profile exhibits a steady loss of MgO, CaO, and K2O as one approaches the paleosol 510 layer, consistent with downward leaching and loss of mobile cations. Total iron exhibits a 511 more complicated pattern. It generally declines, but it is slightly elevated in samples LC- 512 05 and in the paleosol relative to the materials directly beneath them (though still below 513 the initial value in the protolith). Al2O3 steadily increases in proportion toward the 514 paleosol layer, presumably as more mobile cations are preferentially removed. Silica is 515 strongly depleted in the paleosol layer but slightly enhanced in the two samples below it, 516 suggesting perhaps both mobilization and deposition of silica at different rates in 517 different portions of the column. 518 An alternative method of examining elemental changes or fractionation is to 519 compute the constitutive mass balance [e.g., Brimhall et al., 1992; Sheldon, 2003]. By 520 indexing the concentration of a given element with respect to a relatively immobile one, 521 the gains and losses of mobile elements compared to the immobile element can be 522 determined. The mass transport function for the jth element in the weathered sample (w) is 523 defined as follows: 𝜏!,! = 524 !! !!,! !! !!,! 𝜀!,! + 1 − 1 (1) 525 where ρp and ρw are the densities of the parent and weathered material, respectively, and 526 Cj,p and Cj,w are the weight percentages of the jth element in the parent and weathered 527 material, respectively. Strain (ε)i,w is defined by the volumetric change during 528 weathering: 23 𝜀!,! = 529 530 531 ∆! ! !! !!,! =! ! !!,! − 1. (2) Substituting and rearranging equations 1-2 yields an expression for the mobility ratio (MR) of the jth element without density or volume-dependent terms: 𝑀𝑅!,! = 532 533 !!,! /!!,! !!,! /!!,! − 1. (3) In Eq. 3, we use the highly immobile element Zr as the index element Ci. The 534 resulting mobility ratios plotted as a function of sample depth (Figure 8) indicate that all 535 major cations have been depleted relative to the least weathered parent material. Total 536 loss relative to Zr due to dissolution in the most weathered non-paleosol sample (LC-07) 537 includes 65% MnO; 54% MgO; 38% Fe2O3(T); 34% CaO; 23% Na2O; 17% SiO2; and 538 12% Al2O3. Minor oxides K2O, TiO2, and P2O5 also exhibit losses of 13%, 12%, and 6%, 539 respectively. 540 Supporting this interpretation is a ternary diagram designed to evaluate the major 541 element changes that occur with weathering. Figure 9 gives the molar proportions of 542 Al2O3, (CaO+Na2O+K2O), and (FeOT+MgO). The weathering trend observed in the 543 Lawyer Canyon series follows two distinct stages or segments. In the first segment, the 544 trend is radially away from the FeOT+MgO apex, a trend consistent with early removal of 545 ferromagnesian minerals (clinopyroxene or groundmass olivine) or glass during incipient 546 alteration. In the second segment, the trend is nearly orthogonal to the first segment, 547 consistent with bulk removal of soluble elements and production of clays. 548 549 550 551 3.6 Mineralogy from X-Ray Diffraction Analysis of three separate aliquots of sample LC-01 (the presumed protolith) reveals that the sample is composed predominantly of glass (58-70%), clinopyroxene (19 24 552 25%), plagioclase (10-17%), and ilmenite (0-2%). The structural data for clinopyroxene , 553 plagioclase, and ilmenite that best fit the LC-01 XRD pattern are from Takeda [1972], 554 Stewart et al. [1966], and Wechsler and Prewitt [1984], respectively. 555 556 4 557 4.1 558 Discussion. Styles of Alteration Several contrasting views of martian weathering processes have been advanced. 559 Based on the fact that the secondary mineral budget at the MER landing sites is 560 dominated by Mg, Fe, and Ca sulfates plus Fe-oxides, one view is that limited chemical 561 weathering proceeded under a low-pH, sulfuric acid-rich environment [e.g., Tosca et al., 562 2004; Ming et al., 2006; Hurowitz and McLennan, 2007; Hausrath et al., 2008]. 563 Alteration is inferred to have occurred in water-limited, rock-dominated conditions, akin 564 to a closed system model. Alternatively, a second perspective is a pedogenic model 565 where aqueous alteration of the soil driven by atmospherically-sourced water, resulting in 566 top-down weathering and vertical partitioning of atmospheric solutes [Amundson et al., 567 2008]. Such an open system of chemical alteration is inferred to have been more active 568 earlier in Gusev history, but with continued accumulation of soluble SO3 and Cl-bearing 569 salts. A third perspective stresses the importance of physical fractionation processes in 570 accounting for certain observed gains or losses of iron and magnesium in local soils 571 [McGlynn et al., 2011; 2012]. 572 In terms of style of alteration, some aspects of the weathering trend at Lawyer 573 Canyon are consistent with open system alteration. All cations are not fully accounted 574 for, meaning that cation loss from the system via migrating fluids seems inevitable. Yet 25 575 the high water:rock ratios necessary to mobilize Al in circum-neutral pH fluids are not 576 necessarily required to account for the degree of weathering-induced weakening observed 577 in the vertical profile below the saprolite layers. True open system weathering is more 578 like that required to form the (heavily weathered) soils and paleosol layers, and 579 comparable, deeply weathered soils (e.g., fines dominated by clay minerals) do not 580 appear widespread on Mars. Kaolinite-bearing areas have been identified in regions like 581 Mawrth Vallis, but outside a limited number of regional exposures, they appear restricted 582 to isolated outcrops associated with impact craters. As calculated by McGlynn et al. 583 [2012], soils cannot be completely explained by open system or acid-sulfur alteration; 584 some compositional modification by hydrodynamic sorting and admixture of secondary 585 components is necessary (i.e., a non-local origin). 586 What can we infer about the nature of weathering on Mars from the strength and 587 chemistry of Adirondack basalts? In terms of mechanical strength, Adirondack basalts are 588 most similar to the weakest, most weathered non-paleosol samples measured in our study 589 (LC-05, LC-07). Strength measurements indicate that comparably weathered terrestrial 590 basalt samples from Lawyer Canyon only retain 40 to 50% of their intact strength, 15% 591 of their initial bulk density, and have also lost upwards of half of some mobile cations, 592 such as 54% of MgO, 38% of Fe2O3(T), and 34% of the initial CaO. 593 To assess the degree of chemical alteration that Adirondack basalts have 594 experienced, we recast the mobility ratios using Ti as an index element in Figure 10 to 595 facilitate direct comparison with the CRB samples. While Ti is not completely immobile, 596 it is among the least mobile minor oxides [e.g., Amundson et al., 2008]. The gray shaded 597 field in Fig. 10 gives the range of mobility ratio values of the brushed versus RAT- 26 598 abraded surfaces of Adirondack and Humphrey; most cations are within plus or minus 0.2 599 (excluding enrichments in K2O, which are interesting in their own right). Considering Mg 600 as our most sensitive tracer of alteration, Adirondack-class basalts are therefore 601 intermediate in Mg loss (mobility ratio of -0.14) between LC-03 and LC-04 (mobility 602 ratios of -0.05 and -0.3, respectively). It is clear from these data that the brushed vs. 603 abraded surfaces of Adirondack-class basalts do not encompass the same degree of 604 alteration evidenced by the transition from LC-01 to LC-07. 605 606 4.2 Mismatch between physical and chemical weathering. 607 We can envision three possible explanations for the observed weakness of the 608 Adirondack class basalts. First, the weakening may be entirely attributable to physical 609 weathering such as shock effects [e.g., French, 1998] during the emplacement process or 610 subsequent salt weathering [Malin, 1974]. Second, Adirondack basalts may be samples 611 from a soil-like weathering profile developed in a basalt layer reflective of deep (i.e., 612 meter length scale) downward percolation of fluids [e.g., Amundson et al., 2008], 613 followed by later disaggregation into isolated blocks. A third alternative is that the 614 observed weakening is limited to a several mm to cm-thick rind on exposed basaltic 615 clasts sampled by Spirit. In this case, we are looking at a moderately weathered, weak 616 layer that encases more pristine (and unsampled) corestones. 617 Although we consider it unlikely that shock-induced weakening is solely 618 responsible due to geometric considerations (especially given the self-similarity of the 619 four Adirondack basalt samples), some degree of shock-related weakening is to be 620 expected. Some inferences on the strength of shocked samples can be gleaned from 27 621 terrestrial meteorite strength data. Although such data is sparse (due to an understandable 622 reluctance to perform destructive strength tests on rare meteorite samples), the limited 623 data available suggests average compressive strength values of ~200 MPa for stony 624 meteorites [e.g., Buddhue, 1942; Petrovic, 2001; Popova et al., 2011]. Indeed, the 625 compressive strength of the strongest stony meteorite samples overlaps with the weakest 626 iron meteorites, despite the fact that iron meteorites are typically more than twice as 627 strong as stony meteorites. Strength data for meteorites is clearly somewhat biased 628 toward higher values since only fragments that survive ejection, atmospheric entry, and 629 landing are available for study. Nonetheless, the results suggest that the low to moderate 630 levels of shock do not uniformly weaken the target material, and thus support our 631 contention that not all of the observed weakening is necessarily shock-induced. 632 The effects of salt weathering on individual rock clasts are more difficult to 633 assess. Dissolved salts can percolate into even nominally nonporous media, and 634 subsequent pressure from salt crystal growth, absorption of water by anhydrous salts, or 635 thermal cycling can exert pressure and induce cracking on infiltrated surfaces [e.g., 636 Rodriguez-Navarro and Doehne, 1999]. Small veins filled with light-toned material were 637 observed on brushed and abraded surfaces of Adirondack basalts [e.g., Herkenhoff et al., 638 2004], and polygonal cracks filled with secondary minerals observed in Meridiani 639 sandstones have been suggested to be the result of cyclical salt-atmosphere water 640 exchange, i.e., repeated episodes of condensations, dissolution, and reprecipitation 641 [Chavdarian and Sumner, 2006]. Salt weathering may therefore play a role in the 642 weakening of the outer surfaces of rocks on Mars [e.g., Malin, 1974], though little data 643 exists to help quantify the potential magnitude of this process. 28 644 Assuming that all of the weakening is not attributable to physical weathering, the 645 reason that a distinction between the second and third scenarios matters is one of timing. 646 If Adirondack basalts were weathered and weakened in a soil-like context, then these 647 effects are likely related to an early phase of weathering on Mars (but still in the 648 Hesperian since it had to have occurred after the lava flows that filled Gusev crater were 649 emplaced [Milam et al., 2003]). However, if the third scenario is correct, this provides 650 little to no age control for the weathering. It could be recent, or it could be significantly 651 older. Exactly how old it could be is unclear, as this has to do with how long one would 652 expect a rock to last on the surface of Mars. On the Moon, this age is only a few Ma due 653 to micrometeorites [e.g., Horz, 1977], but the atmosphere of Mars shields surface rocks to 654 some degree and therefore much older rock ages are likely permissible. Using a reaction- 655 transport model, a minimum cumulative exposure age of 2.2×105 years has been 656 estimated for the formation of the weathering rind on Humphrey (an Adirondack-class 657 basalt) [Hausrath et al., 2008]. If the material assumed to be the unaltered protolith is 658 itself weathered to the degree such that it is mechanically similar to samples LC-05 and 659 LC-07 from this work, the required weathering time would be longer, perhaps at least by 660 a factor of two (and potentially >106 years). 661 A key discriminator between the second and third scenarios is the mismatch 662 between strength and chemical data. If the physical and chemical weathering were due to 663 the development of a soil-like weathering profile in a basalt layer, we would not expect a 664 mismatch between the degree of weathering implied by the mechanical strength versus 665 that implied but the degree of chemical alteration. Though such a process may have been 29 666 active, one or both of the other two explanations (i.e., additional physical weathering or 667 thick rinds) are necessary to explain the totality of available evidence. 668 In summary, this third hypothesis (i.e., Adirondack basalts are encased in a 669 several mm-thick weak weathering rind) appears most consistent with the available 670 evidence and known history of activity in Gusev crater. Considering this latter possibility, 671 we can infer some general characteristics of this hypothetical parent composition, but 672 acknowledge that our ability to make firm inferences about its precise nature is hampered 673 by several factors. First, the parental and weathered bulk compositions of the CRB and 674 Adirondack basalt are different, and second, their mineralogies are likely dissimilar as 675 well. These two factors mean that alteration would proceed along different geochemical 676 pathways in the two rocks even if the style of weathering were identical, particularly if 677 weathering proceeded under water-limited, low pH conditions [e.g., Nesbitt and Wilson, 678 1992; Hurowitz and Fischer, 2014]. 679 If we set aside these caveats and assume all of the observed weakening is due to 680 substantially similar chemical weathering, the inferred Adirondack protolith would have 681 higher Fe, Mg, Mn, Si and proportionally lower amounts of the remaining cations. Total 682 iron would exceed 20 wt%, and MgO and MnO would roughly double. In a total alkali 683 versus silica diagram, the inferred compositions would fall within the picrobasalt field 684 (40-45 wt% SiO2). McSween et al. [2006] inferred similar but not-quite-as-silica-poor 685 ‘endmember’ compositions for Adirondack, Humphrey, and Mazatzal with SiO2 values 686 ranging from 45.3 to 45.9 wt%. These endmember compositions were attained by 687 extrapolating linear trends from the brushed to RAT-abraded surfaces such that residual 688 sulfur was reduced to 0.3 wt%, akin to subtracting a portion of the brushed composition 30 689 values from the abraded values. On Earth, comparable volcanic rocks with magnesium- 690 rich, low-silica compositions are largely confined to the Archean period (e.g., 691 komatiites), and are associated with large degrees of partial melting of an undepleted 692 mantle source [e.g., Nisbet, 1982]. Without independent corroborating evidence, 693 however, it would be an overstatement to conclude that these results constituted evidence 694 for martian komatiites. Nevertheless, the results hint at the fact that the unweathered 695 cores of basalts on Mars may trend towards more ultramafic compositions than otherwise 696 indicated. 697 698 4.3 Suggestions for grinders on future Mars missions 699 Given the successful operation of the RAT instrument on both Spirit and 700 Opportunity, we recommend including a grinder on future missions (e.g., Mars2020) in 701 order to better interrogate rock coatings and weathering rinds (the Mars Science 702 Laboratory rover Curiosity posses a brush but no grinder [Grotzinger et al., 2012], and 703 the rover’s drill system does not retain sample cuttings from the first ~1.5 cm of target 704 penetration [Anderson et al., 2012].) Based on MER RAT experience, future grinders 705 should be designed to penetrate to a minimum of ~2-3 mm depth in all rock types, which 706 will facilitate removal of cuttings and allow for more accurate estimates of specific grind 707 energy (a proxy for rock hardness). In addition, rock hardness can be further quantified 708 using by computing G-ratio values based on abrasive pad loss. In general, high-resolution 709 images of both the RAT hole (to assess the volume abraded using stereo 710 photogrammetry-derived DEMs) and the grinding pads (to calculate G-ratio based on pad 711 wear) would provide more information about the target and permit more careful 31 712 monitoring of grinding pad status. For the latter calculation, images with a spatial 713 resolution <30 microns per pixel (but preferably higher) of the grinding pads are 714 recommended, especially in targets with SGE values >20 J/mm3 where more bit wear is 715 expected. 716 717 5 Conclusions 718 Investigations of the linked chemical and strength changes experienced by 719 Columbia River Basalts help inform our understanding of martian weathering processes. 720 Our results provide a basis for comparison with the MER Spirit results, and there is a 721 notable mismatch in the degree of alternation implied by rock strength inferred from 722 RAT grinds versus that indicated by APXS data recast into mobility ratios (with the 723 former indicative of greater alteration than the latter). These results suggest that 724 Adirondack-class basalts on the plains of Gusev crater have experienced a significant 725 degree of weathering-induced weakening (in addition to some likely shock effects and 726 potentially salt weathering). Underneath a thin rind of sulfur-rich dust, the basalts 727 sampled by Spirit appear encased in a weaker, reduced-density rind that is at least several 728 mm thick. 729 730 Acknowledgements. We thank Bill Phillips and the Idaho Geologic Survey for loaning 731 us a portable drill corer for sample collection, Bill Rember (U. Idaho) for assistance in 732 field site identification and sample collection, and Robert Macke (Boston 733 College/Vatican) for conducting density measurements. Constructive comments by 734 reviewer Paul Niles helped sharpen several aspects of this study. This work was 32 735 supported by a NASA Fundamental Research Program grant to BJT. Special thanks to 736 David Nava (NASA/Goddard) for having twice helped facilitate the transfer of funds 737 from one institution to another. 738 33 739 References 740 Amundson, R., S. Ewing, W. Dietrich, B. Sutter, J. Owen, O. Chadwick, K. Nishiizumi, 741 M. Walvoord, and C. 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Map of the northwestern United States with the extent of Columbia 1007 River Basalt (CRB) given in orange [from Burns et al., 2010] and sample localities 1008 marked with black circles. The flows themselves are more extensive [e.g., Reidel et al., 1009 1989], but the outline covers the main central area of thickest CRB. 1010 Figure 2. Plot of unconfined compressive strength (UCS) test results ordered by 1011 decreasing mean value. KG = Kendrick Grade samples; LC = Lawyer Canyon samples; 1012 and SH = Shumaker Grade samples. Mean values are given by green horizontal bars. 1013 Figure 3. Plot of Rock Abrasion Tool (RAT) grinding test results given as 1014 specific grind energy (SGE, units J/mm3) ordered by decreasing mean value. KG = 1015 Kendrick Grade samples; LC = Lawyer Canyon samples; and SH = Shumaker Grade 1016 samples. Mean values are given by green horizontal bars. 1017 Figure 4. Mean compressive strength values (in MPa) plotted against mean 1018 specific grind energy (SGE) values (in J/mm3). Left-hand figure is a duplicate of right- 1019 hand figure with error bars omitted for clarity. Error bars on right-hand figure are ± one 1020 standard deviation of the mean value. Dashed and dot-dashed lines give power law and 1021 linear fits to the calibration data of Thomson et al. [2013]. Shaded field on right-hand plot 1022 is measured SGE values of Adirondack-class basalts in Gusev crater measured by the 1023 MER Spirit; concomitant compressive strength values calculated from fits to calibration 1024 data. 1025 1026 Figure 5. (a) Chemical index of alteration versus compressive strength. (b) Chemical index of alteration versus grind energy. 46 1027 1028 1029 1030 1031 Figure 6. (a) Compressive strength versus bulk density. (b) Grind energy versus bulk density. (c) Chemical index of alteration versus bulk density. Figure 7. Major oxides versus depth below top of paleosol surface for Lawyer Canyon samples. Figure 8. Mobility ratio calculated according to Eq. 3 for Lawyer Canyon (LC) 1032 samples indicating cation gain or loss compared to least weathered material (LC-01) 1033 arranged in order of sample depth below top of paleosol surface. Index element (assumed 1034 to be immobile) is Zr. 1035 Figure 9. Ternary Al2O3, (CaO+Na2O+K2O), and (FeOT+MgO) diagram, data 1036 plotted in mole percent. Solid black arrow labeled ‘A1’ indicates weathering trend in of 1037 Lawyer Canyon samples LC-01 to LC-07 consistent with dissolution of clinopyroxene 1038 phenocrysts or groundmass olivine. Dashed back arrow labeled ‘A2’ indicates weathering 1039 trend required to reach Lawyer Canyon paleosol composition that is consistent with 1040 feldspar removal and clay deposition. Dashed black arrow labeled ‘B1’ is weathering 1041 trend displayed by Shumaker grade samples; no evidence of an early weathering phase 1042 dominated by loss of ferromagnesian minerals is evident. 1043 Figure 10. Mobility ratio calculated according to Eq. 3 for Lawyer Canyon (LC) 1044 samples indicating cation gain or loss compared to least weathered material (LC-01). 1045 Index element (assumed to be immobile) is Ti. Gray shaded field represents maximal 1046 cation gain or loss (excluding K2O) of Adirondack-class basalts comparing brushed 1047 surfaces to those abraded by the RAT. Specifically, the samples considered are 1048 Adirondack brush and RAT, Humphrey brush and RAT1, and Humphrey brush at RAT2. 1049 All data are normalized to 100% to a LOI-free basis for Lawyer Canyon, and SO3- and 47 1050 Cl-free basis for the Adirondack-class basalt. Vertical dashed lines on right mark positive 1051 mobility ratio or Tau values for K2O. 1052 48 1053 Table 1. Compressive strength test results 1054 1055 Sample ID Length (mm) Diameter (mm) LC-01a LC-01b LC-02a LC-02b LC-03a LC-03b LC-03c LC-04a LC-04b LC-05a LC-05b LC-06a LC-06b LC-06c LC-07a LC-07b SH-01a SH-01b SH-02a SH-02b SH-03 KG-01b KG-01a KG-02a KG-02b 38.20 39.19 42.61 37.91 23.15 36.13 26.33 24.36 32.28 38.32 28.51 44.30 39.69 37.25 36.11 24.78 41.82 46.04 32.32 22.15 n/a 28.40 40.54 21.95 21.62 24.52 24.77 24.67 24.75 24.65 24.64 24.64 24.71 24.53 24.77 24.53 24.71 24.68 24.50 24.64 24.70 24.64 24.72 24.34 24.66 n/a 24.72 24.74 24.57 24.71 Peak Load (kN) 99.4 95.0 108.0 108.0 109.0 81.2 98.5 60.1 71.0 88.1 51.7 62.7 53.3 33.8 55.4 73.0 107.0 102.0 31.4 35.1 n/a 94.3 64.7 86.8 119.0 Stress area (mm2) 472.2 482.0 477.9 481.0 477.1 476.9 476.8 479.6 472.5 482.0 472.8 479.6 478.4 471.4 476.9 479.1 476.9 480.0 465.4 477.7 n/a 480.0 480.7 474.1 479.6 Peak stress (MPa) 210.5 197.1 226.0 224.5 228.5 170.3 206.6 125.3 150.3 182.8 109.4 130.7 111.4 71.7 116.2 152.4 224.4 212.5 67.5 73.5 n/a 196.4 134.6 183.1 248.1 . 49 Failure mode ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? UCS (mean ± std dev) 204± 9 225± 1 202± 29 138± 18 146± 52 105± 30 134± 26 218± 8 70± 4 166± 44 216± 46 1056 Table 2. RAT grinding results over the last 0.25 mm of grind Mean Grind Voltage [V] Mean Grind Current [mA] Duration [min] Rotate Energy [J] Z Grind Depth [mm] Material Removed [mm3] SGE [J/mm3] SH-01-a-1 SH-01-a-2 26 287 289 157 40 37759 10825 1.48 0.77 232 292 163 37 26 SH-01-a-3 26 364 85 34792 0.82 293 119 SH-01-a-4 26 297 120 44948 0.56 308 146 SH-01-a-5 26 304 120 46417 0.41 308 151 SH-01-a-6 26 304 60 22852 0.36 308 74 SH-01-a-7 26 293 47 17209 0.36 308 56 SH-03-a-1 26 255 105 20427 1.74 361 57 SH-03-a-2 26 282 120 14095 1.58 330 43 SH-03-a-3 26 259 106 10112 2.04 320 32 KG-01-a-1 26 270 120 34382 1.33 388 89 KG-01-a-2 26 294 120 45766 0.51 388 118 KG-01-a-3 26 301 120 47587 0.31 388 123 KG-01-a-4 26 287 120 43882 0.56 388 113 SH-02-a-1 26 268 120 34104 1.22 358 95 SH-02-a-2 26 300 120 44222 0.61 358 124 SH-02-a-3 26 292 120 45383 0.51 358 127 KG-02-a-1 26 299 180 71383 0.46 317 225 KG-02-a-2 26 274 120 39039 0.97 395 99 KG-02-a-3 26 278 120 39745 0.87 395 101 LC-01-a-1 26 276 120 42227 1.02 325 130 LC-01-a-2 23 257 60 14728 0.82 357 41 LC-01-a-3 26 271 60 34556 0.66 397 87 LC-02-a-1 26 268 120 41062 1.48 154 267 LC-02-a-2 26 278 60 18857 0.77 225 84 LC-02-a-3 26 280 60 18444 0.71 256 72 LC-02-a-4 26 257 44 10811 0.82 288 38 LC-03-a-1 26 304 120 41511 0.97 395 105 LC-03-a-2 26 284 60 19071 0.72 394 48 LC-03-a-3 26 289 60 24268 0.51 394 62 LC-04-a-1 26 282 120 37599 1.12 393 96 LC-04-a-2 26 291 79 27619 0.61 392 71 LC-04-a-3 26 294 60 20798 0.56 393 53 LC-05-a-1 26 279 120 39623 1.07 380 104 Target ID SGE (mean ± std dev) 107± 51 44± 13 111± 15 115± 18 142± 72 86± 45 115± 103 72± 30 73± 22 63± 50 LC-05-a-2 26 248 60 14987 0.92 387 39 LC-05-a-3 26 263 60 17257 0.72 387 45 LC-06-a-1 26 276 120 40109 1.28 324 124 LC-06-a-2 26 278 60 18589 0.52 392 47 LC-06-a-3 26 273 60 17739 0.77 391 45 LC-07-a-1 26 273 120 35615 1.23 383 93 LC-07-a-2 26 269 60 18282 0.71 382 48 LC-07-a-3 26 261 60 15956 0.87 383 42 36 72± 45 61± 28 1057 1058 51 1059 Table 3. Comparison of grind depth values recorded by Z-axis motor versus 1060 independently. Z Grind Independent Depth (mm) Depth (mm)a SH-01-a-1 1.479 0.762 SH-03-a-2 1.581 0.762 SH-03-a-3 2.040 1.549 KG-01-a-1 1.327 0.432 KG-01-a-2 0.510 0.076 KG-01-a-3 0.306 0.075 KG-01-a-4 0.561 0.001 SH-02-a-2 0.612 0.508 SH-02-a-3 0.510 0.152 KG-02-a-1 0.458 0.127 KG-02-a-2 0.969 0.127 KG-02-a-3 0.868 0.178 LC-01-a-1 1.021 0.203 LC-01-a-2 0.816 0.178 LC-01-a-3 0.663 0.025 LC-02-a-1 1.478 0.762 LC-02-a-2 0.765 0.203 LC-02-a-4 0.817 0.152 LC-03-a-1 0.970 0.254 LC-03-a-2 0.715 0.127 LC-03-a-3 0.510 0.025 LC-04-a-1 1.123 0.356 LC-04-a-2 0.612 0.050 LC-04-a-3 0.561 0.051 LC-05-a-1 1.073 0.457 LC-05-a-2 0.917 0.025 LC-05-a-3 0.715 0.051 LC-06-a-1 1.276 0.508 LC-06-a-2 0.515 0.203 LC-06-a-3 0.765 0.127 LC-07-a-1 1.225 0.533 LC-07-a-2 0.714 0.127 LC-07-a-3 0.867 0.127 a Gray shaded fields indicate grind tests where a depth of 0.25 mm was not attained. Target ID 1061 1062 52 1063 Table 4. Elements analyzed by ICP-OES following fusion digestion Oxide / Element SiO2 TiO2 Al2O3 Fe2O3(T) MnO MgO CaO Na2O K 2O P 2O 5 LOI Total 1064 1065 1066 Ba Be Sr V Y Zr LC-01 LC-02 LC-03 LC-04 LC-05 LC-06 LC-07 LC-PS* KG-01 KG-02 SH-01 SH-02 SH-03 SH-05 SH-PS* 54.38 2.313 13.23 14.11 0.207 3.26 7.12 3.19 1.73 0.45 ND 99.7 54.95 2.299 13.06 13.34 0.192 3.17 6.92 3.15 1.74 0.41 0.07 99.32 54.29 2.347 13 12.96 0.195 3.15 7.05 2.9 1.87 0.46 0.57 98.8 54.18 2.458 14.41 12.79 0.132 2.41 6.18 3.04 1.77 0.39 2.56 100.3 52.73 2.401 13.52 13.77 0.118 1.83 5.82 2.77 1.65 0.45 4.33 99.39 55.92 2.399 14.01 11.26 0.124 1.97 5.92 2.99 1.98 0.52 2.97 100.1 55.32 2.516 14.34 10.73 0.089 1.85 5.82 3.04 1.86 0.52 3.04 99.13 40.28 2.278 26.28 12.69 0.059 0.33 0.66 0.08 0.05 0.13 17 99.85 52.8 2.268 14.34 12.9 0.191 3.85 7.86 2.88 1.14 0.43 2.11 100.8 53.26 2.126 13.14 12.66 0.197 3.75 7.7 2.77 1.51 0.42 1.18 98.71 49.78 1.251 14.49 11.42 0.161 6.44 10.62 2.58 0.3 0.3 3.25 100.6 47.23 1.252 14.29 12.63 0.263 4.62 10.66 2.19 0.21 0.27 6.02 99.63 41.88 1.491 17.52 14.83 0.172 3.32 4.85 0.99 0.2 0.27 13.3 98.83 41.55 1.492 17.16 13.2 0.184 2.54 4.14 0.83 0.2 0.7 16.1 98.09 35.59 1.529 19.26 15.32 0.049 1.13 1.45 0.06 0.11 0.21 24.68 99.38 741 757 784 820 780 870 853 439 748 726 285 377 442 515 1071 2 2 2 2 2 2 2 2 1 1 ND ND ND ND 1 324 329 332 367 344 362 375 72 367 339 357 328 156 139 96 396 387 402 400 409 413 417 254 414 408 339 333 292 358 306 33 36 33 38 33 46 38 21 36 33 25 23 26 38 15 174 196 177 204 184 214 223 465 185 176 97 86 102 119 150 Notes: *Sample designator ‘PS’ = paleosol samples. ND = Not Detected. Oxide values are reported in %; elemental values are in ppm. Detection limits are 0.01% for SiO2, Al2O3, Fe2O3(T), MgO, CaO, Na2O, K2O, and P2O5; 0.001% for TiO2 and MnO; 1 ppm for Ba, Be, and Y; 2 ppm for Sr and Zr; and 5 ppm for V. 53 1067 1068 1069 1070 1071 Table 5. Elements analyzed by INAA Analyte LC-01 LC-02 LC-03 LC-04 LC-05 LC-06 LC-07 LC-PS* KG-01 KG-02 SH-01 SH-02 SH-03 SH-05 SH-PS* Symbol Au ND ND ND ND ND 10 ND 2 ND ND ND ND ND 3 ND As ND 1 ND ND ND 3 ND 4 ND 2 ND ND ND ND 2 Br ND ND ND ND ND ND ND ND 1.9 ND ND ND ND ND ND Co 36.1 36.7 39.2 33.8 30 43.6 41.9 20.7 41.7 38.3 41.3 41.3 49.7 41.9 29.8 Cr 8.3 ND 5.7 4.5 ND ND ND 10.4 11.8 14.1 218 230 436 382 141 Cs 1.2 1.6 2.9 2 2.4 2.1 2.8 ND ND 2 ND 1.2 ND ND 1.1 Hf 5.4 5.2 5.2 5.5 5.8 5.8 5.7 11.3 4.8 4.6 2.4 2.3 3 3.1 3.9 Hg ND ND ND ND ND ND ND ND ND ND ND ND ND ND ND Ir ND ND ND ND ND ND ND ND ND ND ND ND ND ND ND Rb 60 40 50 50 50 70 50 ND 30 40 ND ND ND 10 ND Sb ND ND 0.3 ND 0.3 3.5 ND 0.9 0.2 ND ND ND ND ND ND Sc 34 33.9 33.4 33.9 33 35.9 35.5 33.9 38.9 36.7 44.7 43.7 53.6 52.3 48.4 Se ND ND ND ND ND ND ND ND ND ND ND ND ND ND ND Ta 1.2 1 1 ND 0.9 ND 1 1.5 0.9 ND ND ND 0.4 0.5 0.5 Th 5.5 5.8 5.3 6.6 6.5 6.7 6.5 11.4 4.6 4.3 0.7 0.6 0.9 0.7 2 U 1 2 1.9 1.8 1.3 1.8 2 2 1 ND ND ND ND ND 0.9 W ND ND ND ND ND ND ND ND ND ND ND ND ND ND ND La 30.8 30.4 30.1 32 33.1 35.1 34.5 35.3 25 24.2 13.2 12.8 13.1 16 12.2 Ce 56 56 55 56 63 65 61 87 46 44 26 27 30 33 29 Nd 25 23 25 29 31 32 31 35 19 21 15 14 18 22 15 Sm 7.12 7.15 6.97 7.28 7.78 8.26 8.12 9.72 6.72 6.38 4.29 4.14 5.2 5.57 3.71 Eu 2.33 2.4 2.34 2.5 2.68 2.88 2.77 2.79 2.43 2.19 1.58 1.53 1.85 2.05 1.22 Tb 1.2 1.4 1.4 1.2 1.3 1.6 1.8 ND 1.3 1.2 ND 0.8 1 1.1 0.8 Yb 3.47 3.53 3.3 3.61 3.5 4.7 3.75 2.89 3.5 3.44 2.68 2.82 3.4 3.98 3.44 Lu 0.55 0.57 0.53 0.58 0.52 0.78 0.57 0.44 0.56 0.53 0.44 0.41 0.51 0.65 0.56 Au ND ND ND ND ND 10 ND 2 ND ND ND ND ND 3 ND Notes: *Sample designator ‘PS’ = paleosol samples. ND = Not Detected. Elements Au and Ir are reported in ppb; remainder are in ppm. Detection limits are 10 ppm for Rb; 1 ppm for As, Ce, Hg, Nd, and W; 0.5 ppm for Br, Cr, and Se; 0.3 ppm for Ta; 0.2 ppm for Cs and Hf; and 0.1 ppm for Co, Sb, Tb, Th, and U; 0.05 ppm for Eu, La, and Yb; 0.01 ppm for Lu, Sc, and Sm; and 1 ppb for Au and Ir. 54 1072 1073 1074 Table 6. Elements analyzed by ICP-OES following acid digestion Analyte LC-01 LC-02 LC-03 LC-04 LC-05 LC-06 LC-07 LC-PS* KG-01 KG-02 SH-01 SH-02 SH-03 SH-05 SH-PS* Symbol Ag ND ND ND 0.5 ND ND ND 0.6 ND ND ND ND ND ND ND Bi ND ND ND 7 ND ND ND ND ND ND ND ND ND 4 ND Cd ND ND ND ND ND ND ND ND 0.6 ND ND ND ND ND ND Cu 62 26 27 30 24 40 24 50 23 20 87 76 93 77 79 Mo ND ND ND ND ND ND ND ND ND ND ND ND ND ND ND Ni 12 12 14 11 11 10 10 31 12 12 50 50 50 38 83 Pb 9 10 9 6 11 10 11 29 10 ND ND ND ND ND 5 S 0.058 0.035 0.034 0.027 0.025 0.036 0.028 0.004 0.036 0.041 0.044 0.04 0.02 0.016 0.032 Zn 120 114 121 131 146 179 147 92 122 111 76 81 94 80 101 Notes: *Sample designator ‘PS’ = paleosol samples. ND = Not Detected. Elements S is reported in %; remainder are in ppm. Detection limits are 0.001% for S; 5 ppm for Pb; 2 ppm for Bi and Mo; 1 ppm for Cu, Ni, and Zn; and 0.5 ppm for Ag and Cd. 55 Figure 1. Map of the northwestern United States with the extent of Columbia River Basalt (CRB) given in orange [from Burns et al., 2010] and sample localities marked with black circles. The flows themselves are more extensive [e.g., Reidel et al., 1989], but the outline covers the main central area of thickest CRB. Figure 2. Plot of unconfined compressive strength (UCS) test results ordered by decreasing mean value. KG = Kendrick Grade samples; LC = Lawyer Canyon samples; and SH = Shumaker Grade samples. Mean values are given by green horizontal bars. Figure 3. Plot of Rock Abrasion Tool (RAT) grinding test results given as specific grind energy (SGE, units J/mm3) ordered by decreasing mean value. KG = Kendrick Grade samples; LC = Lawyer Canyon samples; and SH = Shumaker Grade samples. Mean values are given by green horizontal bars. Figure 4. Mean compressive strength values (in MPa) plotted against mean specific grind energy (SGE) values (in J/mm3). Left-hand figure is a duplicate of right-hand figure with error bars omitted for clarity. Error bars on right-hand figure are ± one standard deviation of the mean value. Dashed and dot-dashed lines give power law and linear fits to the calibration data of Thomson et al. [2013]. Shaded field on right-hand plot is measured SGE values of Adirondack-class basalts in Gusev crater measured by the MER Spirit; concomitant compressive strength values calculated from fits to calibration data. Figure 5. (a) Chemical index of alteration versus compressive strength. (b) Chemical index of alteration versus grind energy. Figure 6. (a) Compressive strength versus bulk density. (b) Grind energy versus bulk density. (c) Chemical index of alteration versus bulk density. Figure 7. Major oxides versus depth below top of paleosol surface for Lawyer Canyon samples. Figure 8. Mobility ratio calculated according to Eq. 3 for Lawyer Canyon (LC) samples indicating cation gain or loss compared to least weathered material (LC-01) arranged in order of sample depth below top of paleosol surface. Index element (assumed to be immobile) is Zr. Figure 9. Ternary Al2O3, (CaO+Na2O+K2O), and (FeOT+MgO) diagram, data plotted in mole percent. Solid black arrow labeled ‘A1’ indicates weathering trend in of Lawyer Canyon samples LC-01 to LC-07 consistent with dissolution of clinopyroxene phenocrysts or groundmass olivine. Dashed back arrow labeled ‘A2’ indicates weathering trend required to reach Lawyer Canyon paleosol composition that is consistent with feldspar removal and clay deposition. Dashed black arrow labeled ‘B1’ is weathering trend displayed by Shumaker Grade samples; no evidence of an early weathering phase dominated by loss of ferromagnesian minerals is evident. Figure 10. Mobility ratio calculated according to Eq. 3 for Lawyer Canyon (LC) samples indicating cation gain or loss compared to least weathered material (LC-01). Index element (assumed to be immobile) is Ti. Gray shaded field represents maximal cation gain or loss (excluding K2O) of Adirondack-class basalts comparing brushed surfaces to those abraded by the RAT. Specifically, the samples considered are Adirondack brush and RAT, Humphrey brush and RAT1, and Humphrey brush at RAT2. All data are normalized to 100% to a LOI-free basis for Lawyer Canyon, and SO3- and Cl-free basis for the Adirondack-class basalt. Vertical dashed lines on right mark positive mobility ratio or Tau values for K2O.
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