Home Physical Sciences A synergistic approach to CO2 sequestration: evaluating trapping mechanisms in saline aquifers
Article
Licensed
Unlicensed Requires Authentication

A synergistic approach to CO2 sequestration: evaluating trapping mechanisms in saline aquifers

  • Abobakr Sori and Jafarsadegh Moghaddas EMAIL logo
Published/Copyright: June 17, 2025
Become an author with De Gruyter Brill

Abstract

Rising fossil fuel consumption intensifies CO2 emissions, worsening climate change. Carbon Capture and Storage (CCS) technologies offer a promising solution by securely storing CO2 in geological formations, mitigating environmental impacts. This paper presents a long-term synergistic study of multiple CO2 trapping mechanisms in saline aquifers over 200 years and represents a key knowledge gap in the existing literature on CCS. The research was done with advanced numerical modeling using the CMG-GEM software and integrated all the structural, residual, solubility, and mineral trapping mechanisms to find their integrated effect on the efficiency of CO2 storage. These results show that combined dissolution and mineral trapping increase the storage capacity by about 27 %, equivalent to a 400 % increase over the no-dissolution, no-trapping base case. By integrating these methods, a clearer understanding of the interrelations between various trapping mechanisms was obtained, and an effective tool for optimizing strategies in the sequestration of CO2. The complete uncertainty analysis using Monte Carlo simulations for the variability in main input parameters like porosity, permeability, and mineralogical composition is of special note. The approach quantifies the uncertainty over the range of possible results by providing confidence intervals of capacity estimates, enhancing the reliability and broader applicability of the outcomes. This research underlines the long-term stability, environmental safety, and uncertainty quantification of geological CO2 storage; therefore, it provides practical implications for the design and implementation of CCS projects. This research contributes significantly to climate change mitigation by providing necessary guidance for policymakers and engineers to develop appropriate technology for secure and sustainable CO2 storage by illustrating the advantages of a multi-mechanistic approach and discussing issues about uncertainties.


Corresponding authors: Jafarsadegh Moghaddas, Transport Phenomenon Research Center Chemical Engineering Faculty, Sahand University of Technology, P.O. Box 51335/1996, Tabriz, Iran, E-mail:

Acknowledgments

The authors would like to acknowledge the use of CMG-GEM software in conducting the simulations. We are also grateful to the Transport Phenomena Research Center at Sahand University of Technology for supporting this research.

  1. Research ethics: Not applicable.

  2. Informed consent: Not applicable.

  3. Author contributions: Abobakr Sori: Conceptualization, Literature Review, Writing and Drafting, Data Analysis. Jafar Sadegh Moghaddas: Literature Review, Critical Revision of the Manuscript, Writing and Editing, Supervision. All authors have accepted responsibility for the entire content of this manuscript and approved its submission.

  4. Use of Large Language Models, AI and Machine Learning Tools: None declared.

  5. Conflict of interest: The authors declare no conflict of interest.

  6. Research funding: This work is based upon research funded by Iran National Science Foundation (INSF) under project No. 4039921.

  7. Data availability: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request. Input data used for simulation are provided in the supplementary file, “model.rar,” as part of the submission.

References

1. Shahbazi, A, Nasab, BR. Carbon capture and storage (CCS) and its impacts on climate change and global warming. J Petrol Environ Biotechnol 2016;7. https://doi.org/10.4172/2157-7463.1000291.Search in Google Scholar

2. Celia, MA. Geological storage of captured carbon dioxide as a large-scale carbon mitigation option. Water Resour Res 2017;53:3527–33. https://doi.org/10.1002/2017wr020841.Search in Google Scholar

3. Gaurina-Međimurec, N, Novak-Mavar, K, Majić, M. Carbon capture and storage (CCS): technology, projects and monitoring review. Mining-Geol-Pet Eng Bull 2018;33:1–15.Search in Google Scholar

4. Massarweh, O, Abushaikha, AS. CO2 sequestration in subsurface geological formations: a review of trapping mechanisms and monitoring techniques. Earth Sci Rev 2024:104793. https://doi.org/10.1016/j.earscirev.2024.104793.Search in Google Scholar

5. Bashir, A, Ali, M, Patil, S, Aljawad, MS, Mahmoud, M, Al-Shehri, D, et al.. Comprehensive review of CO2 geological storage: exploring principles, mechanisms, and prospects. Earth Sci Rev 2024:104672. https://doi.org/10.1016/j.earscirev.2023.104672.Search in Google Scholar

6. Ramadhan, R, Tapanya, C, Akamine, T, Leelasukseree, C, Tangparitkul, S. CO2 trapping dynamics in tight sandstone: insights into trapping mechanisms in Mae Moh’s reservoir. J Environ Manag 2024;370:122442. https://doi.org/10.1016/j.jenvman.2024.122442.Search in Google Scholar PubMed

7. Hosseininoosheri, P. Co2 trapping mechanisms assessment using Numerical and analytical methods. Austin, Texas, USA: The University of Texas at Austin; 2019.Search in Google Scholar

8. Ge, J, Zhang, X, Le-Hussain, F. Fines migration and mineral reactions as a mechanism for CO2 residual trapping during CO2 sequestration. Energy 2022;239:122233. https://doi.org/10.1016/j.energy.2021.122233.Search in Google Scholar

9. Gaurina-Međimurec, N, Novak-Mavar, K, Majić, M. Carbon capture and storage (CCS): technology, projects and monitoring review. Rudarsko-Geolosko-Naftni Zb 2018;33:1–15.10.17794/rgn.2018.2.1Search in Google Scholar

10. Mwenketishi, G, Benkreira, H, Rahmanian, N. Carbon dioxide sequestration methodothologies-A review. J Environ Eng 2023;12:579–627. https://doi.org/10.4236/ajcc.2023.124026.Search in Google Scholar

11. Khan, C, Ge, L, Rudolph, V. Reservoir simulation study for CO2 sequestration in saline aquifers. Int J Appl Sci Technol 2015;5:30–45.Search in Google Scholar

12. Mo, S, Akervoll, I. Modeling long-term CO2 storage in aquifer with a black-oil reservoir simulator. In: SPE Health, Safety, Security, Environment, & Social Responsibility Conference-North America. SPE; 2005.10.2118/93951-MSSearch in Google Scholar

13. De Silva, PNK, Ranjith, P. A study of methodologies for CO2 storage capacity estimation of saline aquifers. Fuel 2012;93:13–27. https://doi.org/10.1016/j.fuel.2011.07.004.Search in Google Scholar

14. Orr, FMJr. Storage of carbon dioxide in geologic formations. J Petrol Technol 2004;56:90–7. https://doi.org/10.2118/88842-ms.Search in Google Scholar

15. Park, Y-C, Kim, S, Lee, JH, Shinn, YJ. Effect of reducing irreducible water saturation in a near-well region on CO2 injectivity and storage capacity. Int J Greenh Gas Control 2019;86:134–45. https://doi.org/10.1016/j.ijggc.2019.04.014.Search in Google Scholar

16. Li, Q, Song, R, Shi, H, Ma, J, Liu, X, Li, X. U-tube based near-surface environmental monitoring in the Shenhua carbon dioxide capture and storage (CCS) project. Environ Sci Pollut Res 2018;25:12034–52. https://doi.org/10.1007/s11356-018-1252-7.Search in Google Scholar PubMed

17. Rutqvist, J, Tsang, C-F. A study of caprock hydromechanical changes associated with CO2-injection into a brine formation. Environ Geol 2002;42:296–305. https://doi.org/10.1007/s00254-001-0499-2.Search in Google Scholar

18. Sori, A, Moghaddas, J, Abedpour, H. Comprehensive review of experimental studies, numerical modeling, leakage risk assessment, monitoring, and control in geological storage of carbon dioxide: implications for effective CO2 deployment strategies. Greenhouse Gases: Sci Technol. https://doi.org/10.1002/ghg.2295.Search in Google Scholar

19. Jiang, X. A review of physical modelling and numerical simulation of long-term geological storage of CO2. Appl energy 2011;88:3557–66. https://doi.org/10.1016/j.apenergy.2011.05.004.Search in Google Scholar

20. Zhang, Z, Agarwal, R. Numerical simulation and optimization of CO2 sequestration in saline aquifers. Comput Fluid 2013;80:79–87. https://doi.org/10.1016/j.compfluid.2012.04.027.Search in Google Scholar

21. Mahmoodpour, S, Singh, M, Mahyapour, R, Omrani, S, Sass, I. Numerical simulation of carbon dioxide–nitrogen mixture dissolution in water-saturated porous media: considering cross-diffusion effects. Fluids 2023;8:22. https://doi.org/10.3390/fluids8010022.Search in Google Scholar

22. Sakamoto, Y, Tanaka, A, Tenma, N, Komai, T. Numerical study on flow behavior of CO2 around injected well for risk assessment of carbon capture and storage. Energy Proc 2013;37:4785–93. https://doi.org/10.1016/j.egypro.2013.06.388.Search in Google Scholar

23. Yamaguchi, AJ, Sato, T, Tobase, T, Wei, X, Huang, L, Zhang, J, et al.. Multiscale numerical simulation of CO2 hydrate storage using machine learning. Fuel 2023;334:126678. https://doi.org/10.1016/j.fuel.2022.126678.Search in Google Scholar

24. Yang, Y, et al.. Numerical modeling of field Pilot data designed to evaluate CO2 storage potential in the deep Mannville coal seams of Alberta. In: SPE Canadian Energy Technology Conference. SPE; 2023.10.2118/212792-MSSearch in Google Scholar

25. Mwakipunda, GC, Ngata, MR, Mgimba, MM, Yu, L. Carbon dioxide sequestration in low porosity and permeability deep saline aquifer: numerical simulation method. J Energy Resour Technol 2023:1–27. https://doi.org/10.1115/1.4056612.Search in Google Scholar

26. Liu, Q, Zhu, D, Jin, Z, Tian, H, Zhou, B, Jiang, P, et al.. Carbon capture and storage for long-term and safe sealing with constrained natural CO2 analogs. Renew Sustain Energy Rev 2023;171:113000. https://doi.org/10.1016/j.rser.2022.113000.Search in Google Scholar

27. Zhang, Z, et al.. An efficient simulation approach for long-term assessment of CO2 storage in complex geological formations. In: SPE Reservoir Characterisation and Simulation Conference and Exhibition. OnePetro; 2023.10.2118/212635-MSSearch in Google Scholar

28. Gassara, O, Estublier, A, Garcia, B, Noirez, S, Cerepi, A, Loisy, C, et al.. The aquifer-CO2 leak project: numerical modeling for the design of a CO2 injection experiment in the saturated zone of the Saint-Emilion (France) site. Int J Greenh Gas Control 2021;104:103196. https://doi.org/10.1016/j.ijggc.2020.103196.Search in Google Scholar

29. Wan, Y, Du, S, Zhang, F, Xu, T. Experimental and numerical simulation study of the mineral sequestration mechanism of the Shiqianfeng saline aquifers in the Ordos Basin, Northwest China. Environ Earth Sci 2017;76:1–17. https://doi.org/10.1007/s12665-016-6371-1.Search in Google Scholar

30. Wei, N, Gill, M, Crandall, D, McIntyre, D, Wang, Y, Bruner, K, et al.. CO2 flooding properties of Liujiagou sandstone: influence of sub-core scale structure heterogeneity. Greenhouse Gases: Sci Technol 2014;4:400–18. https://doi.org/10.1002/ghg.1407.Search in Google Scholar

31. Ahmat, K, Cheng, J, Yu, Y, Zhao, R, Li, J. CO2-Water-Rock interactions in carbonate formations at the Tazhong Uplift, Tarim Basin, China. Minerals 2022;12:635. https://doi.org/10.3390/min12050635.Search in Google Scholar

32. Raziperchikolaee, S, Mishra, S. Statistical based hydromechanical models to estimate poroelastic effects of CO2 injection into a closed reservoir. Greenhouse Gases: Sci Technol 2020;10:176–95. https://doi.org/10.1002/ghg.1956.Search in Google Scholar

33. Trevisan, L, Illangasekare, TH, Meckel, TA. Modelling plume behavior through a heterogeneous sand pack using a commercial invasion percolation model. Geomechanics Geophys Geo-Energy Geo-Resour 2017;3:327–37. https://doi.org/10.1007/s40948-017-0055-5.Search in Google Scholar

34. Castelletto, N, Teatini, P, Gambolati, G, Bossie-Codreanu, D, Vincké, O, Daniel, JM, et al.. Multiphysics modeling of CO2 sequestration in a faulted saline formation in Italy. Adv Water Resour 2013;62:570–87. https://doi.org/10.1016/j.advwatres.2013.04.006.Search in Google Scholar

35. Abbaszadeh, M, Shariatipour, S, Ifelebuegu, A. The influence of temperature on wettability alteration during CO2 storage in saline aquifers. Int J Greenh Gas Control 2020;99:103101. https://doi.org/10.1016/j.ijggc.2020.103101.Search in Google Scholar

36. Berger, PM, Yoksoulian, L, Freiburg, JT, Butler, SK, Roy, WR. Carbon sequestration at the Illinois Basin-Decatur Project: experimental results and geochemical simulations of storage. Environ Earth Sci 2019;78:1–10. https://doi.org/10.1007/s12665-019-8659-4.Search in Google Scholar

37. Liu, B, Xu, J, Li, Z, Malekian, R, Xu, Z. Modeling of CO2 transport and pressure buildup in reservoirs during CO2 storage in saline aquifers: a case in Dongying Depression in China. Environ Earth Sci 2018;77:1–14. https://doi.org/10.1007/s12665-018-7341-6.Search in Google Scholar

38. Darwish, N, Hilal, N. A simple model for the prediction of CO2 solubility in H2O–NaCl system at geological sequestration conditions. Desalination 2010;260:114–18. https://doi.org/10.1016/j.desal.2010.04.056.Search in Google Scholar

39. Jayasekara, D, Ranjith, P, Wanniarachchi, W, Rathnaweera, T, Van Gent, D. CO2-brine-caprock interaction: reactivity experiments on mudstone caprock of South-west Hub geo-sequestration project. J Petrol Sci Eng 2020;189:107011. https://doi.org/10.1016/j.petrol.2020.107011.Search in Google Scholar

40. Seyyedi, M, Mahmud, HKB, Verrall, M, Giwelli, A, Esteban, L, Ghasemiziarani, M, et al.. Pore structure changes occur during CO2 injection into carbonate reservoirs. Sci Rep 2020;10:3624. https://doi.org/10.1038/s41598-020-60247-4.Search in Google Scholar PubMed PubMed Central

41. Mwakipunda, GC, Ngata, MR, Mgimba, MM, Yu, L. Carbon dioxide sequestration in low porosity and permeability deep saline aquifer: numerical simulation method. J Energy Resour Technol 2023;145:073401. https://doi.org/10.1115/1.4056612.Search in Google Scholar

42. Khanal, A, Weijermars, R. Pressure depletion and drained rock volume near hydraulically fractured parent and child wells. J Petrol Sci Eng 2019;172:607–26. https://doi.org/10.1016/j.petrol.2018.09.070.Search in Google Scholar

43. Schmelz, WJ, Hochman, G, Miller, KG. Total cost of carbon capture and storage implemented at a regional scale: northeastern and midwestern United States. Interface focus 2020;10:20190065. https://doi.org/10.1098/rsfs.2019.0065.Search in Google Scholar PubMed PubMed Central

44. Dandekar, AY. Petroleum reservoir rockand fluid properties. Boca Raton, Florida, USA: CRC Press; 2013.10.1201/b15255Search in Google Scholar

45. Sander, R. Compilation of Henry’s law constants (version 4.0) for water as solvent. Atmos Chem Phys 2015;15:4399–981. https://doi.org/10.5194/acp-15-4399-2015.Search in Google Scholar

46. Bachu, S. Screening and ranking of sedimentary basins for sequestration of CO2 in geological media in response to climate change. Environ Geol 2003;44:277–89. https://doi.org/10.1007/s00254-003-0762-9.Search in Google Scholar

47. Ferrell, RT, Himmelblau, DM. Diffusion coefficients of nitrogen and oxygen in water. J chem eng data 1967;12:111–15. https://doi.org/10.1021/je60032a036.Search in Google Scholar

48. Omrani, S, Mahmoodpour, S, Rostami, B, Sedeh, MSSass, I. Diffusion coefficients of CO2–SO2–water and CO2–N2–water systems and their impact on the CO2 sequestration process: molecular dynamics and dissolution process simulations. GHG: Sci Technol 2021;11:764–79. https://doi.org/10.1002/ghg.2078.Search in Google Scholar

49. Lassen, R, Plampin, MR, Sakaki, T, Illangasekare, T, Gudbjerg, J, Sonnenborg, T, et al.. Effects of geologic heterogeneity on migration of gaseous CO2 using laboratory and modeling investigations. Int J Greenh Gas Control 2015;43:213–24. https://doi.org/10.1016/j.ijggc.2015.10.015.Search in Google Scholar

50. Song, J, Zhang, D. Comprehensive review of caprock-sealing mechanisms for geologic carbon sequestration. Environ sci technol 2013;47:9–22. https://doi.org/10.1021/es301610p.Search in Google Scholar PubMed

51. Brydie, J, Perkins, E, Fisher, D, Girard, M, Valencia, M, Olson, M, et al.. The development of a leak remediation technology for potential non-wellbore related leaks from CO2 storage sites. Energy Proc 2014;63:4601–11. https://doi.org/10.1016/j.egypro.2014.11.493.Search in Google Scholar

52. Miocic, JM, Gilfillan, SMV, Frank, N, Schroeder-Ritzrau, A, Burnside, NM, Haszeldine, RS. 420,000 year assessment of fault leakage rates shows geological carbon storage is secure. Sci Rep 2019;9:769. https://doi.org/10.1038/s41598-018-36974-0.Search in Google Scholar PubMed PubMed Central

53. Chenrai, P, Jitmahantakul, S, Bissen, R, Assawincharoenkij, T. A preliminary assessment of geological CO2 storage in the Khorat Plateau, Thailand. Front Energy Res 2022;10:909898. https://doi.org/10.3389/fenrg.2022.909898.Search in Google Scholar

54. Gholami, R, Raza, A, Iglauer, S. Leakage risk assessment of a CO2 storage site: a review. Earth Sci Rev 2021;223:103849. https://doi.org/10.1016/j.earscirev.2021.103849.Search in Google Scholar

55. Choi, J, Lee, K, Shinn, YJ, Ki, S, Lee, DS. Directional hydraulic characteristics of reservoir rocks for CO2 geological storage in the pohang basin, Southeast Korea. Energies 2021;14:2211. https://doi.org/10.3390/en14082211.Search in Google Scholar

56. Bachu, S. Review of CO2 storage efficiency in deep saline aquifers. Int J Greenh Gas Control 2015;40:188–202. https://doi.org/10.1016/j.ijggc.2015.01.007.Search in Google Scholar

57. Akai, T, Kuriyama, T, Kato, S, Okabe, H. Numerical modelling of long-term CO2 storage mechanisms in saline aquifers using the Sleipner benchmark dataset. Int J Greenh Gas Control 2021;110:103405. https://doi.org/10.1016/j.ijggc.2021.103405.Search in Google Scholar

58. Finley, RJ. An overview of the Illinois Basin–Decatur project. Greenhouse Gases: Sci Technol 2014;4:571–9. https://doi.org/10.1002/ghg.1433.Search in Google Scholar

59. Alcalde, J, Flude, S, Wilkinson, M, Johnson, G, Edlmann, K, Bond, CE, et al.. Estimating geological CO2 storage security to deliver on climate mitigation. Nat Commun 2018;9:2201. https://doi.org/10.1038/s41467-018-04423-1.Search in Google Scholar PubMed PubMed Central

60. Kalam, S, Olayiwola, T, Al-Rubaii, MM, Amaechi, BI, Jamal, MS, Awotunde, AA. Carbon dioxide sequestration in underground formations: review of experimental, modeling, and field studies. J Pet Explor Prod 2021;11:303–25. https://doi.org/10.1007/s13202-020-01028-7.Search in Google Scholar

61. Wan, Y, Du, S, Zhang, F, Xu, T. Dissolution sequestration mechanism of CO2 at the Shiqianfeng saline aquifer in the Ordos Basin, northwestern China. Arabian J Geosci 2017;10:1–13. https://doi.org/10.1007/s12517-017-2858-7.Search in Google Scholar

62. Oldenburg, CM, Unger, AJ. On leakage and seepage from geologic carbon sequestration sites: unsaturated zone attenuation. Vadose Zone J 2003;2:287–96. https://doi.org/10.2136/vzj2003.2870.Search in Google Scholar

63. Hosa, A, Esentia, M, Stewart, J, Haszeldine, S. Injection of CO2 into saline formations: benchmarking worldwide projects. Chem Eng Res Des 2011;89:1855–64. https://doi.org/10.1016/j.cherd.2011.04.003.Search in Google Scholar

64. Liu, D, Li, Y, Agarwal, RK. Numerical simulation of long-term storage of CO2 in Yanchang shale reservoir of the Ordos basin in China. Chem Geol 2016;440:288–305. https://doi.org/10.1016/j.chemgeo.2016.08.002.Search in Google Scholar

65. Orr Fm Jr. CO2 capture and storage: are we ready? Energy Environ Sci 2009;2:449–58. https://doi.org/10.1039/b822107n.Search in Google Scholar


Supplementary Material

This article contains supplementary material (https://doi.org/10.1515/cppm-2024-0111).


Received: 2024-11-12
Accepted: 2025-02-22
Published Online: 2025-06-17

© 2025 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 31.12.2025 from https://www.degruyterbrill.com/document/doi/10.1515/cppm-2024-0111/html
Scroll to top button