References

Bish, David L, DF Blake, DT Vaniman, SJ Chipera, RV Morris, DW Ming, AH Treiman, et al. 2013. “X-ray diffraction results from Mars Science Laboratory: Mineralogy of Rocknest at Gale crater.” Science 341 (6153). https://doi.org/10.1126/science.1238932.

Bristow, Thomas F, David L Bish, David T Vaniman, Richard V Morris, David F Blake, John P Grotzinger, Elizabeth B Rampe, et al. 2015. “The origin and implications of clay minerals from Yellowknife Bay, Gale crater, Mars.” American Mineralogist 100 (4): 824–36. https://doi.org/10.2138/am-2015-5077CCBYNCND.

Bristow, Thomas F, Elizabeth B Rampe, Cherie N Achilles, David F Blake, Steve J Chipera, Patricia Craig, Joy A Crisp, et al. 2018. “Clay mineral diversity and abundance in sedimentary rocks of Gale crater, Mars.” Science Advances 4 (6): eaar3330. https://doi.org/10.1126/sciadv.aar3330.

Butler, Benjamin M, and Stephen Hillier. 2021a. “AUTOMATED FULL-PATTERN SUMMATION OF X-RAY POWDER DIFFRACTION DATA FOR HIGH-THROUGHPUT QUANTIFICATION OF CLAY-BEARING MIXTURES.” Clays and Clay Minerals. https://doi.org/10.1007/s42860-020-00105-6.

———. 2021b. “powdR:An R package for quantitative mineralogy using full pattern summation of X-ray powder diffraction data.” Computers and Geosciences 147: 104662. https://doi.org/10.1016/j.cageo.2020.104662.

Butler, Benjamin M, Sharon M O’Rourke, and Stephen Hillier. 2018. “Using rule-based regression models to predict and interpret soil properties from X-ray powder diffraction data.” Geoderma 329: 43–53. https://doi.org/10.1016/j.geoderma.2018.04.005.

Butler, Benjamin M, Javier Palarea-Albaladejo, Keith D Shepherd, Kamau M Nyambura, Erick K Towett, Andrew M Sila, and Stephen Hillier. 2020. “Mineral–Nutrient Relationships in African soils assessed using cluster analysis of X-ray powder diffraction patterns and compositional methods.” Geoderma 375: 114474. https://doi.org/10.1016/j.geoderma.2020.114474.

Butler, Benjamin M, Andrew M Sila, Keith D Shepherd, Mercy Nyambura, Chris J Gilmore, Nikolaos Kourkoumelis, and Stephen Hillier. 2019. “Pre-Treatment of Soil x-Ray Powder Diffraction Data for Cluster Analysis.” Geoderma 337: 413–24. https://doi.org/10.1016/j.geoderma.2018.09.044.

Cheng, Joe, Bhaskar Karambelkar, and Yihui Xie. 2022. Leaflet: Create Interactive Web Maps with the JavaScript Leaflet Library. https://rstudio.github.io/leaflet/.

Eberl, D. D. 2003. “User’s guide to ROCKJOCK - A program for determining quantitative mineralogy from powder X-ray diffraction data.” Boulder, CA: USGS.

Grotzinger, John P, Do Y Sumner, LC Kah, K Stack, S Gupta, L Edgar, D Rubin, et al. 2014. “A habitable fluvio-lacustrine environment at Yellowknife Bay, Gale Crater, Mars.” Science 343 (6169). https://doi.org/10.1126/science.1242777.

Jolliffe, IT. 1986. “Principal Component Analysis. Series: Springer Series in Statistics.” Springer, NY.

Kreutzer, Sebastian, and Johannes Friedrich. 2020. Rxylib: Import XY-Data into r. https://CRAN.R-project.org/package=rxylib.

Kuhn, Max, and Ross Quinlan. 2022. Cubist: Rule- and Instance-Based Regression Modeling. https://CRAN.R-project.org/package=Cubist.

Liland, Kristian Hovde, Trygve Almøy, and Bjørn-Helge Mevik. 2010. “Optimal Choice of Baseline Correction for Multivariate Calibration of Spectra.” Applied Spectroscopy 64: 1007–16. https://doi.org/10.1366/000370210792434350.

Marlow, Jeffrey J, Zita Martins, and Mark A Sephton. 2008. “Mars on Earth: Soil Analogues for Future Mars Missions.” Astronomy & Geophysics 49 (2): 2–20. https://doi.org/10.1111/j.1468-4004.2008.49220.x.

Meyer, David, Evgenia Dimitriadou, Kurt Hornik, Andreas Weingessel, and Friedrich Leisch. 2021. E1071: Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien. https://CRAN.R-project.org/package=e1071.

Montero-Serrano, Jean Carlos, Javier Palarea-Albaladejo, Josep A Martı́n-Fernández, Manuel Martı́nez-Santana, and José Vicente Gutiérrez-Martı́n. 2010. “Sedimentary Chemofacies Characterization by Means of Multivariate Analysis.” Sedimentary Geology 228 (3-4): 218–28.

Quinlan, John R. 1992. “Learning with Continuous Classes.” In 5th Australian Joint Conference on Artificial Intelligence, 92:343–48. World Scientific.

Rossel, RA Viscarra, T Behrens, E Ben-Dor, DJ Brown, JAM Demattê, Keith D Shepherd, Z Shi, et al. 2016. “A Global Spectral Library to Characterize the World’s Soil.” Earth-Science Reviews 155: 198–230. https://doi.org/10.1016/j.earscirev.2016.01.012.

Vaniman, D. 2012. “Mars Science Laboratory Chemistry & Mineralogy RDR Data V1.0, MSL-m-CHEMIN-4-RDR-V1.0.” NASA Planetary Data System.

Vaniman, D, DL Bish, DW Ming, TF Bristow, RV Morris, DF Blake, SJ Chipera, et al. 2014. “Mineralogy of a mudstone at Yellowknife Bay, Gale crater, Mars.” Science 343 (6169). https://doi.org/10.1126/science.1243480 .