Home Quantifying the potential for mineral carbonation of processed kimberlite with the Rietveld-PONKCS method
Article
Licensed
Unlicensed Requires Authentication

Quantifying the potential for mineral carbonation of processed kimberlite with the Rietveld-PONKCS method

  • Baolin Wang ORCID logo EMAIL logo , Nina Zeyen , Sasha Wilson ORCID logo , Rebecca Funk and Connor C. Turvey
Published/Copyright: April 1, 2025
Become an author with De Gruyter Brill

Abstract

Quantitative phase analysis (QPA) using the Rietveld method and X-ray diffraction (XRD) patterns is useful for predicting the reactivity of a rock to carbon dioxide (CO2) and for quantifying mineral carbonation. Lizardite and smectites in kimberlite are reactive to CO2, but they are structurally disordered and cannot be quantified using the standard Rietveld approach. In this study, the Partial Or No Known Crystal Structure (PONKCS) method was used to model the peak profiles of smectite and lizardite to account for turbostratic stacking disorder in synthetic samples of processed kimberlite. Lizardite and montmorillonite PONKCS models were made using XRD patterns collected with three X-ray diffractometers: two XRDs from the same manufacturer and of similar model (XRDs B1 and B2) and another XRD from a different manufacturer (XRD A1). Five synthetic samples of processed kimberlite of known compositions were prepared and used to test the results of these PONKCS models for data collected using all three instruments. The results provide a total bias ranging from 4.8–14.1 wt% using correctly calibrated, instrument-specific PONKCS models. We also tested the sensitivity of the PONKCS method to changes in instrument geometry: PONKCS models calibrated for one instrument (XRD B1) were used in refinements with XRD data collected on an instrument made by a different manufacturer (XRD A1), or on a similar instrument made by the same company but having a slightly different geometry (XRD B2). Results were highly inaccurate when PONKCS models calibrated to XRD B1 were used with patterns collected on XRD A1 (32.1–71.6 wt% total bias for our weighed mixtures). Our results show that the smaller differences in instrument parameters between XRD B1 and XRD B2 can also lead to inconsistent and less accurate QPA results using PONKCS (9.8–32.7 wt% total bias). Therefore, correct calibration of PONKCS models to a specific XRD instrument is required for accurate QPA and quantification of CO2 mineralization in clay-rich rocks.


† Present address: Department of Earth Sciences, University of Geneva, Rue des Maraîchers 13, 1205 Geneva, Switzerland.


References Cited

Berg, G.W. (1989) The significance of brucite in South African kimberlites. In Kimberlite and Related Rocks, v2. Geological Society of Australia Special Publication, 14, p. 282–296. Blackwell Scientific.Search in Google Scholar

Bish, D.L. and Howard, S.A. (1988) Quantitative phase analysis using the Rietveld method. Journal of Applied Crystallography, 21, 86–91, https://doi.org/10.1107/S0021889887009415.Search in Google Scholar

Bish, D.L., Carey, J.W., Vaniman, D.T., and Chipera, S.J. (2003) Stability of hydrous minerals on the martian surface. Icarus, 164, 96–103, https://doi.org/10.1016/S0019-1035(03)00140-4.Search in Google Scholar

Bobicki, E.R., Liu, Q., Xu, Z., and Zeng, H. (2012) Carbon capture and storage using alkaline industrial wastes. Progress in Energy and Combustion Science, 38(2), 302–320, https://doi.org/10.1016/j.pecs.2011.11.002.Search in Google Scholar

Brown, A.S., Spackman, M.A., and Hill, R.J. (1993) The electron distribution in corundum. A study of the utility of merging single-crystal and powder diffraction data. Acta Crystallographica Section A, 49, 513–527, https://doi.org/10.1107/S0108767392011267.Search in Google Scholar

Bullock, L.A., James, R.H., Matter, J., Renforth, P., and Teagle, D.A. (2021) Global carbon dioxide removal potential of waste materials from metal and diamond mining. Frontiers in Climate, 3, 77.Search in Google Scholar

Catti, M., Ferraris, G., Hull, S., and Pavese, A. (1995) Static compression and H disorder in brucite, Mg (OH)2, to 11 GPa: A powder neutron diffraction study. Physics and Chemistry of Minerals, 22, 200–206, https://doi.org/10.1007/BF00202300.Search in Google Scholar

Cheary, R.W. and Coelho, A. (1992) A fundamental parameters approach to X-ray line-profile fitting. Journal of Applied Crystallography, 25, 109–121, https://doi.org/10.1107/S0021889891010804.Search in Google Scholar

Chung, F.H. (1974) Quantitative interpretation of X-ray diffraction patterns of mixtures. II. Adiabatic principle of X-ray diffraction analysis of mixtures. Journal of Applied Crystallography, 7, 526–531, https://doi.org/10.1107/S0021889874010387.Search in Google Scholar

Collins, D.R. and Catlow, R.A. (1992) Computer simulation of structures and cohesive properties of micas. American Mineralogist, 77, 1172–1181.Search in Google Scholar

Glinnemann, J., King, H.E. Jr., Schulz, H., Hahn, T., La Placa, S.J., and Dacol, F. (1992) Crystal structures of the low-temperature quartz-type phases of SiO2 and GeO2 at elevated pressure. Zeitschrift für Kristallographie. Crystalline Materials, 198, 177–212.Search in Google Scholar

Gualtieri, A.F. (2000) Accuracy of XRPD QPA using the combined Rietveld-RIR method. Journal of Applied Crystallography, 33, 267–278, https://doi.org/10.1107/S002188989901643X.Search in Google Scholar

Hamilton, J.L., Wilson, S., Morgan, B., Turvey, C.C., Paterson, D.J., Jowitt, S.M., McCutcheon, J., and Southam, G. (2018) Fate of transition metals during passive carbonation of ultramafic mine tailings via air capture with potential for metal resource recovery. International Journal of Greenhouse Gas Control, 71, 155–167, https://doi.org/10.1016/j.ijggc.2018.02.008.Search in Google Scholar

Hamilton, J.L., Wilson, S., Morgan, B., Harrison, A.L., Turvey, C.C., Paterson, D.J., Dipple, G.M., and Southam, G. (2020) Accelerating mineral carbonation in ultramafic mine tailings via direct CO2 reaction and heap leaching with potential for base metal enrichment and recovery. Economic Geology and the Bulletin of the Society of Economic Geologists, 115, 303–323, https://doi.org/10.5382/econgeo.4710.Search in Google Scholar

Harrison, A.L., Power, I.M., and Dipple, G.M. (2013) Accelerated carbonation of brucite in mine tailings for carbon sequestration. Environmental Science & Technology, 47, 126–134, https://doi.org/10.1021/es3012854.Search in Google Scholar

Hill, R.J. and Howard, C.J. (1987) Quantitative phase analysis from neutron powder diffraction data using the Rietveld method. Journal of Applied Crystallography, 20, 467–474, https://doi.org/10.1107/S0021889887086199.Search in Google Scholar

Hölzer, G., Fritsch, M., Deutsch, M., Härtwig, J., and Förster, E. (1997) Kα1,2 and Kβ1,3 X-ray emission lines of the 3d transition metals. Physical Review A, 56, 4554–4568, https://doi.org/10.1103/PhysRevA.56.4554.Search in Google Scholar

IPCC (2018) Global warming of 1.5 °C: An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty (Online). Available: https://www.ipcc.ch/site/assets/uploads/sites/2/2019/06/SR15_Full_Report_High_Res.pdf (accessed March 13, 2023). Intergovernmental Panel on Climate Change (IPCC), United Nations.Search in Google Scholar

IPCC (2022) Climate Change 2022: Impacts, Adaptation and Vulnerability (Online). Available: https://doi.org/10.1017/9781009325844 (accessed March 13, 2023). Cambridge University Press.Search in Google Scholar

Khan, H., Yerramilli, A.S., D’Oliveira, A., Alford, T.L., Boffito, D.C., and Patience, G.S. (2020) Experimental methods in chemical engineering: X‐ ray diffraction spectroscopy—XRD. Canadian Journal of Chemical Engineering, 98, 1255–1266, https://doi.org/10.1002/cjce.23747.Search in Google Scholar

Khan, S., Wani, O.B., Shoaib, M., Forster, J., Sodhi, R.N., Boucher, D., and Bobicki, E.R. (2021) Mineral carbonation for serpentine mitigation in nickel processing: A step towards industrial carbon capture and storage. Faraday Discussions, 230, 172–186, https://doi.org/10.1039/D1FD00006C.Search in Google Scholar

Lackner, K.S. (2003) A guide to CO2 sequestration. Science, 300, 1677–1678.Search in Google Scholar

Lackner, K.S., Wendt, C.H., Butt, D.P., Joyce, E.L. Jr., and Sharp, D.H. (1995) Carbon dioxide disposal in carbonate minerals. Energy, 20, 1153–1170, https://doi.org/10.1016/0360-5442(95)00071-N.Search in Google Scholar

Lechat, K., Lemieux, J.M., Molson, J., Beaudoin, G., and Hébert, R. (2016) Field evidence of CO2 sequestration by mineral carbonation in ultramafic milling wastes, Thetford Mines, Canada. International Journal of Greenhouse Gas Control, 47, 110–121, https://doi.org/10.1016/j.ijggc.2016.01.036.Search in Google Scholar

León-Reina, L., García-Maté, M., Álvarez-Pinazo, G., Santacruz, I., Vallcorba, O., De la Torre, A.G., and Aranda, M.A.G. (2016) Accuracy in Rietveld quantitative phase analysis: A comparative study of strictly monochromatic Mo and Cu radiations. Journal of Applied Crystallography, 49, 722–735, https://doi.org/10.1107/S1600576716003873.Search in Google Scholar

Maslen, E.N., Streltsov, V.A., Streltsova, N.R., and Ishizawa, N. (1995) Electron density and optical anisotropy in rhombohedral carbonates. III. Synchrotron X-ray studies of CaCO3, MgCO3 and MnCO3. Acta Crystallographica Section B, 51, 929–939, https://doi.org/10.1107/S0108768195006434.Search in Google Scholar

McCusker, L.B., Von Dreele, R.B., Cox, D.E., Louër, D., and Scardi, P. (1999) Rietveld refinement guidelines. Journal of Applied Crystallography, 32, 36–50, https://doi.org/10.1107/S0021889898009856.Search in Google Scholar

McCutcheon, J., Wilson, S., and Southam, G. (2016) Microbially accelerated carbonate mineral precipitation as a strategy for in situ carbon sequestration and rehabilitation of asbestos mine sites. Environmental Science & Technology, 50, 1419–1427, https://doi.org/10.1021/acs.est.5b04293.Search in Google Scholar

McCutcheon, J., Turvey, C.C., Wilson, S., Hamilton, J.L., and Southam, G. (2017) Experimental deployment of microbial mineral carbonation at an asbestos mine: Potential applications to carbon storage and tailings stabilization. Minerals, 7, 191, https://doi.org/10.3390/min7100191.Search in Google Scholar

Mellini, M. and Viti, C. (1994) Crystal structure of lizardite-1T from Elba, Italy. American Mineralogist, 79, 1194–1198.Search in Google Scholar

Mermut, A.R. and Cano, A.F. (2001) Baseline studies of the clay minerals society source clays: Chemical analyses of major elements. Clays and Clay Minerals, 49, 381–386, https://doi.org/10.1346/CCMN.2001.0490504.Search in Google Scholar

Mervine, E.M., Wilson, S., Power, I.M., Dipple, G.M., Turvey, C.C., Hamilton, J.L., Vanderzee, S., Raudsepp, M., Southam, C., Matter, J.M., and others. (2018) Potential for offsetting diamond mine carbon emissions through mineral carbonation of processed kimberlite: An assessment of De Beers mine sites in South Africa and Canada. Mineralogy and Petrology, 112, 755–765, https://doi.org/10.1007/s00710-018-0589-4.Search in Google Scholar

O’Gorman, J.V. and Kitchener, J.A. (1974) The flocculation and de-watering of kimberlite clay slimes. International Journal of Mineral Processing, 1, 33–49, https://doi.org/10.1016/0301-7516(74)90025-8.Search in Google Scholar

Omotoso, O., McCarty, D.K., Hillier, S., and Kleeberg, R. (2006) Some successful approaches to quantitative mineral analysis as revealed by the 3rd Reynolds Cup Context. Clays and Clay Minerals, 54, 748–760, https://doi.org/10.1346/CCMN.2006.0540609.Search in Google Scholar

Paulo, C., Power, I.M., Stubbs, A.R., Wang, B., Zeyen, N., and Wilson, S. (2021) Evaluating feedstocks for carbon dioxide removal by enhanced rock weathering and CO2 mineralization. Applied Geochemistry, 129, 104955, https://doi.org/10.1016/j.apgeochem.2021.104955.Search in Google Scholar

Paulo, C., Power, I.M., Zeyen, N., Wang, B., and Wilson, S. (2023) Geochemical modeling of CO2 sequestration in ultramafic mine wastes from Australia, Canada, and South Africa: Implications for carbon accounting and monitoring. Applied Geochemistry, 152, 105630, https://doi.org/10.1016/j.apgeochem.2023.105630.Search in Google Scholar

Pawley, G.S. (1981) Unit-cell refinement from powder diffraction scans. Journal of Applied Crystallography, 14, 357–361, https://doi.org/10.1107/S0021889881009618.Search in Google Scholar

Power, I.M., Harrison, A.L., Dipple, G.M., Wilson, S., Kelemen, P.B., Hitch, M., and Southam, G. (2013) Carbon mineralization: From natural analogues to engineered systems. Reviews in Mineralogy and Geochemistry, 77, 305–360, https://doi.org/10.2138/rmg.2013.77.9.Search in Google Scholar

Power, I.M., Paulo, C., Long, H., Lockhart, J.A., Stubbs, A.R., French, D., and Caldwell, R. (2021) Carbonation, cementation, and stabilization of ultramafic mine tailings. Environmental Science & Technology, 55, 10056–10066, https://doi.org/10.1021/acs.est.1c01570.Search in Google Scholar

Pronost, J., Beaudoin, G., Tremblay, J., Larachi, F., Duchesne, J., Hébert, R., and Constantin, M. (2011) Carbon sequestration kinetic and storage capacity of ultramafic mining waste. Environmental Science & Technology, 45(21), 9413–9420, https://doi.org/10.1021/es203063a.Search in Google Scholar

Raudsepp, M. and Pani, E. (2003) Application of Rietveld analysis to environmental mineralogy. In J.L. Jambor, D.W. Blowes, and I.M. Ritchie, Eds., Environmental Aspects of Mine Wastes, Short Course Series, vol. 31, p. 165–180. Mineralogical Association of Canada.Search in Google Scholar

Rayner, J.H. and Brown, G. (1973) The crystal structure of talc. Clays and Clay Minerals, 21, 103–114, https://doi.org/10.1346/CCMN.1973.0210206.Search in Google Scholar

Renforth, P. (2019) The negative emission potential of alkaline materials. Nature Communications, 10, 1401, https://doi.org/10.1038/s41467-019-09475-5.Search in Google Scholar

Rietveld, H.M. (1967) Line profiles of neutron powder-diffraction peaks for structure refinement. Acta Crystallographica, 22, 151–152, https://doi.org/10.1107/S0365110X67000234.Search in Google Scholar

Rietveld, H.M. (1969) A profile refinement method for nuclear and magnetic structures. Journal of Applied Crystallography, 2, 65–71, https://doi.org/10.1107/S0021889869006558.Search in Google Scholar

Scarlett, N.V.Y. and Madsen, I.C. (2006) Quantification of phases with partial or no known crystal structures. Powder Diffraction, 21, 278–284, https://doi.org/10.1154/1.2362855.Search in Google Scholar

Seifritz, W. (1990) CO2 disposal by means of silicates. Nature, 345, 486, https://doi.org/10.1038/345486b0.Search in Google Scholar

Smyth, J.R., Dyar, M.D., May, H.M., Bricker, O.P., and Acker, J.G. (1997) Crystal structure refinement and Mössbauer spectroscopy of an ordered, triclinic clinochlore. Clays and Clay Minerals, 45, 544–550, https://doi.org/10.1346/CCMN.1997.0450406.Search in Google Scholar

Stripp, G.R., Field, M., Schumacher, J.C., Sparks, R.S.J., and Cressey, G. (2006) Post-emplacement serpentinization and related hydrothermal metamorphism in a kimberlite from Venetia, South Africa. Journal of Metamorphic Geology, 24, 515–534, https://doi.org/10.1111/j.1525-1314.2006.00652.x.Search in Google Scholar

Stubbs, A.R., Paulo, C., Power, I.M., Wang, B., Zeyen, N., and Wilson, S. (2022) Direct measurement of CO2 drawdown in mine wastes and rock powders: Implications for enhanced rock weathering. International Journal of Greenhouse Gas Control, 113, 103554, https://doi.org/10.1016/j.ijggc.2021.103554.Search in Google Scholar

Turvey, C.C., Wilson, S., Hamilton, J.L., and Southam, G. (2017) Field-based accounting of CO2 sequestration in ultramafic mine wastes using portable X-ray diffraction. American Mineralogist. Journal of Earth and Planetary Materials, 102, 1302–1310.Search in Google Scholar

Turvey, C.C., Hamilton, J.L., and Wilson, S. (2018a) Comparison of Rietveldcompatible structureless fitting analysis methods for accurate quantification of carbon dioxide fixation in ultramafic mine tailings. American Mineralogist, 103, 1649–1662, https://doi.org/10.2138/am-2018-6515.Search in Google Scholar

Turvey, C.C., Wilson, S., Hamilton, J.L., Tait, A.W., McCutcheon, J., Beinlich, A., Fallon, S.J., Dipple, G.M., and Southam, G. (2018b) Hydrotalcites and hydrated Mg-carbonates as carbon sinks in serpentinite mineral wastes from the Woodsreef chrysotile mine, New South Wales, Australia: Controls on carbonate mineralogy and efficiency of CO2 air capture in mine tailings. International Journal of Greenhouse Gas Control, 79, 38–60, https://doi.org/10.1016/j.ijggc.2018.09.015.Search in Google Scholar

Turvey, C.C., Wynands, E.R., and Dipple, G.M. (2022) A new method for rapid brucite quantification using Thermogravimetric Analysis. Thermochimica Acta, 718, 179366, https://doi.org/10.1016/j.tca.2022.179366.Search in Google Scholar

Viani, A., Gualtieri, A.F., and Artioli, G. (2002) The nature of disorder in montmorillonite by simulation of X-ray powder patterns. American Mineralogist, 87, 966–975, https://doi.org/10.2138/am-2002-0720.Search in Google Scholar

Wang, F. and Dreisinger, D. (2022) Carbon mineralization with concurrent critical metal recovery from olivine. Proceedings of the National Academy of Sciences of the United States of America, 119, e2203937119, https://doi.org/10.1073/pnas.2203937119.Search in Google Scholar

Wilson, S., Raudsepp, M., and Dipple, G.M. (2006) Verifying and quantifying carbon fixation in minerals from serpentine-rich mine tailings using the Rietveld method with X-ray powder diffraction data. American Mineralogist, 91, 1331–1341, https://doi.org/10.2138/am.2006.2058.Search in Google Scholar

Wilson, S., Dipple, G.M., Power, I.M., Thom, J.M., Anderson, R.G., Raudsepp, M., Gabites, J.E., and Southam, G. (2009a) Carbon dioxide fixation within mine wastes of ultramafic-hosted ore deposits: Examples from the Clinton Creek and Cassiar chrysotile deposits, Canada. Economic Geology and the Bulletin of the Society of Economic Geologists, 104, 95–112, https://doi.org/10.2113/gsecongeo.104.1.95.Search in Google Scholar

Wilson, S., Raudsepp, M., and Dipple, G.M. (2009b) Quantifying carbon fixation in trace minerals from processed kimberlite: A comparative study of quantitative methods using X-ray powder diffraction data with applications to the Diavik Diamond Mine, Northwest Territories, Canada. Applied Geochemistry.Search in Google Scholar

Wilson, S., Barker, S.L., Dipple, G.M., and Atudorei, V. (2010) Isotopic disequilibrium during uptake of atmospheric CO2 into mine process waters: Implications for CO2 sequestration. Environmental Science & Technology, 44, 9522–9529, https://doi.org/10.1021/es1021125.Search in Google Scholar

Wilson, S., Dipple, G.M., Power, I.M., Barker, S.L., Fallon, S.J., and Southam, G. (2011) Subarctic weathering of mineral wastes provides a sink for atmospheric CO2. Environmental Science & Technology, 45, 7727–7736, https://doi.org/10.1021/es202112y.Search in Google Scholar

Wilson, S., Harrison, A.L., Dipple, G.M., Power, I.M., Barker, S.L., Mayer, K.U., Fallon, S.J., Raudsepp, M., and Southam, G. (2014) Offsetting of CO2 emissions by air capture in mine tailings at the Mount Keith Nickel Mine, Western Australia: Rates, controls and prospects for carbon neutral mining. International Journal of Greenhouse Gas Control, 25, 121–140, https://doi.org/10.1016/j.ijggc.2014.04.002.Search in Google Scholar

Zeyen, N., Wang, B., Wilson, S., Paulo, C., Stubbs, A.R., Power, I.M., Steele-Maclnnis, M., Lanzirotti, A., Newville, M., Paterson, D.J., and others. (2022) Cation exchange in smectites as a new approach to mineral carbonation. Frontiers in Climate, 4, 913632, https://doi.org/10.3389/fclim.2022.913632.Search in Google Scholar

Received: 2023-06-16
Accepted: 2024-07-11
Published Online: 2025-04-01
Published in Print: 2025-04-28

© 2025 Mineralogical Society of America

Articles in the same Issue

  1. Magnetic collapse and low conductivity of Fe3N in the deep interiors of Earth-like planets
  2. RamanCrystalHunter: A new program and database for processing, analysis, and identification of Raman spectra
  3. Quantifying the potential for mineral carbonation of processed kimberlite with the Rietveld-PONKCS method
  4. Ferric vs. ferrous arsenate amorphous precursors: Properties and controls on scorodite mineralization
  5. Two modes of terrestrial phosphide formation
  6. Late-stage microstructures in ChangE-5 basalt and implications for the evolution of lunar ferrobasalt
  7. Synthesis and characterization of Fe-poor olivine with applications to the surface of Mercury
  8. Macro- to nanoscale investigation unlocks gold and silver enrichment by lead-bismuth metallic melts in the Switchback epithermal deposit, southern Mexico
  9. Multi-analytical characterization of an unusual epidote-supergroup mineral from Malmkärra, Sweden: Toward the new (OH)-analog of dollaseite-(Ce)
  10. Titanite and allanite as a record of multistage co-mobility of Ti-REE-Nb-As during metamorphism in the Central Alps
  11. Unusual sulfide-rich magmatic apatite crystals from >2.7 Ga Abitibi Greenstone Belt, Canada
  12. Jianmuite, Z r T i 4 + T i 5 3 + A l 3 O 16 , a new mineral from the Allende meteorite and from chromitite near Kangjinla, Tibet, China
  13. Cabrerite, NiMg2(AsO4)2·8H2O, a new old mineral: The ordered intermediate between annabergite and hörnesite
  14. Letter
  15. Discovery of an Earthborn quasicrystal approximant
  16. Presentation of the 2024 Roebling Medal of the Mineralogical Society of America to Nancy L. Ross
  17. Acceptance of the 2024 Roebling Medal of the Mineralogical Society of America
  18. Presentation of the Dana Medal of the Mineralogical Society of America for 2024 to Fabrizio Nestola
  19. Acceptance of the Dana Medal of the Mineralogical Society of America for 2024
  20. Presentation of the Mineralogical Society of America Award for 2024 to Denis Fougerouse
  21. Acceptance of the Mineralogical Society of America Award for 2024
  22. Book Review
  23. Book Review: Elements and Mineral Resources
Downloaded on 30.10.2025 from https://www.degruyterbrill.com/document/doi/10.2138/am-2023-9103/html
Scroll to top button