Scientometric Research Progress on the Resource Utilization of Industrial Solid Waste in the Building Materials Field

This study adopts a scientometric approach to systematically review and critically analyze the research progress on the resource utilization of industrial solid waste in the building materials field. According to the Web of Science (WoS) database, a total of 250 relevant English papers from 2001 to 2025 were ultimately obtained. Using VOSviewer for visualization of yearly publishing patterns, authors' keyword co-occurrences, and the development history of research interests. From 2021 onwards, due to the increasing rigidity of environmental supervision and strengthening of CO₂ reduction targets, more articles have been published in this field over time, which shows that there is an increasing focus on researching how solid waste management links with low carbon consumption building materials. Moreover, this study provides a systematic review of the main research topics in the treatment and application of typical industrial solid waste materials in the building industry, including fly ash, coal gangue, metallurgical slag, gypsum, and red mud. From a management perspective, industrial solid waste resources have helped enhance the degree of resource utilisation through the promotion of the construction of a circular economy and reducing CO₂ emissions. Additionally, it raises requirements for the establishment of standard systems, implementing incentive policies, improving regional cooperation mechanisms, and constructing integrated industries. Although industrial solid waste has broad application prospects in the construction industry, there are still deficiencies in its performance improvement, durability guarantee, economy, and scale constraints during use. Future research needs to pay more attention to green treatment technologies, life cycle management, and policy-industry collaboration mechanisms' building to drive industrial solid waste from a resource utilization process towards its transition to sustainable large-scale applications.

Industrial solid waste; Resource utilization; Scientometric analysis; VOSviewer; Low-carbon development; Sustainable management

1. Ahmaruzzaman, M. (2010). A review on the utilization of fly ash. Progress in energy and combustion science, 36(3), 327-363. [Google Scholar] [Crossref]

2. Chen, Y., Yang, L., Zhou, D., Zhao, Y., & Xu, F. (2025). Enhancing the strength performance of coal gangue through calcination and secondary grinding for sustainable cement replacement: Y. Chen et al. MRS Advances, 1-7. [Google Scholar] [Crossref]

3. Dang, W.-G., Liu, Z.-X., He, X.-Q., & Liu, Q.-L. (2013). Mixture ratio of phosphogypsum in backfilling. Mining Technology, 122(1), 1-7. [Google Scholar] [Crossref]

4. de Rezende, L. R., Curado, T. d. S., Silva, M. V., Mascarenha, M. M. d. A., Metogo, D. A. N., Neto, M. P. C., & Bernucci, L. L. B. (2017). Laboratory study of phosphogypsum, stabilizers, and tropical soil mixtures. Journal of Materials in Civil Engineering, 29(1), 04016188. [Google Scholar] [Crossref]

5. Fei, E., Zhang, X., Su, L., Liu, B., Li, B., & Li, W. (2024). Analysis of calcination activation modified coal gangue and its acid activation mechanism. Journal of Building Engineering, 95, 109916. [Google Scholar] [Crossref]

6. Franus, W., Wdowin, M., & Franus, M. (2014). Synthesis and characterization of zeolites prepared from industrial fly ash. Environmental monitoring and assessment, 186(9), 5721-5729. [Google Scholar] [Crossref]

7. Gao, L., Liu, Y., Xu, K., Bai, L., Guo, N., & Li, S. (2024). A short review of the sustainable utilization of coal gangue in environmental applications. RSC advances, 14(53), 39285-39296. [Google Scholar] [Crossref]

8. Gao, W., Zhou, W., Lyu, X., Liu, X., Su, H., Li, C., & Wang, H. (2023). Comprehensive utilization of steel slag: A review. Powder Technology, 422, 118449. [Google Scholar] [Crossref]

9. Gräfe, M., Power, G., & Klauber, C. (2011). Bauxite residue issues: III. Alkalinity and associated chemistry. Hydrometallurgy, 108(1), 60-79. https://doi.org/https://doi.org/10.1016/j.hydromet.2011.02.004 [Google Scholar] [Crossref]

10. Guan, X.-g., Ren, F.-r., Fan, G., Zhang, Q.-q., & Wu, T.-f. (2024). Dynamic evaluation and sensitivity analysis of China’s industrial solid waste management efficiency based on ecological environment cycle perspective [Original Research]. Frontiers in Environmental Science, Volume 12 - 2024. https://doi.org/10.3389/fenvs.2024.1462975 [Google Scholar] [Crossref]

11. Hower, J. C., Groppo, J. G., Graham, U. M., Ward, C. R., Kostova, I. J., Maroto-Valer, M. M., & Dai, S. (2017). Coal-derived unburned carbons in fly ash: A review. International Journal of Coal Geology, 179, 11-27. [Google Scholar] [Crossref]

12. Hua, X., Liu, J., & Sun, G. (2023). Urban industrial solid waste metabolism based on ecological network analysis: A case study of Tianjin. Cleaner and Responsible Consumption, 9, 100117. https://doi.org/https://doi.org/10.1016/j.clrc.2023.100117 [Google Scholar] [Crossref]

13. Ji, R., Liu, T.-J., Kang, L.-L., Wang, Y.-T., Li, J.-G., Wang, F.-P., Yu, Q., Wang, X.-M., Liu, H., & Guo, H.-W. (2022). A review of metallurgical slag for efficient wastewater treatment: Pretreatment, performance and mechanism. Journal of Cleaner Production, 380, 135076. [Google Scholar] [Crossref]

14. Jia, K., Zhou, Z., Singh, S. V., & Wang, C. (2024). A review of the engineered treatment of red mud: Construction materials, metal recovery, and soilization revegetation. Results in Engineering, 24, 102927. [Google Scholar] [Crossref]

15. Jia, X., Li, W., Dong, X., Liu, B., Chen, J., Li, J., & Ni, G. (2025). Mechanical and durability properties of concrete prepared with coal gangue: a review. Buildings, 15(17), 3048. [Google Scholar] [Crossref]

16. Ju, T., Han, S., Meng, F., Lin, L., Li, J., Chen, K., & Jiang, J. (2023). Porous silica synthesis out of coal fly ash with no residue generation and complete silicon separation. Frontiers of Environmental Science & Engineering, 17(9), 112. [Google Scholar] [Crossref]

17. Kang, C.-U., Ji, S.-W., & Jo, H. (2022). Recycling of industrial waste gypsum using mineral carbonation. Sustainability, 14(8), 4436. [Google Scholar] [Crossref]

18. Kumar, A., Saravanan, T. J., Bisht, K., & Kabeer, K. S. A. (2021). A review on the utilization of red mud for the production of geopolymer and alkali activated concrete. Construction and Building Materials, 302, 124170. [Google Scholar] [Crossref]

19. Li, G., Liu, J., Yi, L., Luo, J., & Jiang, T. (2024). Bauxite residue (red mud) treatment: Current situation and promising solution. Science of The Total Environment, 948, 174757. [Google Scholar] [Crossref]

20. Li, J., & Wang, J. (2019). Comprehensive utilization and environmental risks of coal gangue: A review. Journal of Cleaner Production, 239, 117946. [Google Scholar] [Crossref]

21. Li, X., Liu, H., Zhang, Y., Mahlknecht, J., & Wang, C. (2024). A review of metallurgical slags as catalysts in advanced oxidation processes for removal of refractory organic pollutants in wastewater. Journal of Environmental Management, 352, 120051. [Google Scholar] [Crossref]

22. Liu, H., Gou, H., Chen, F., & Guan, X. (2025). Effect of calcium chloride-assisted calcined coal gangue as a supplementary cementitious material (SCM) on cement strength and microstructure. Construction and Building Materials, 467, 140409. [Google Scholar] [Crossref]

23. Liu, J., Xie, H., & Han, B. (2025). The utilization of the copper smelting slag: A critical review. Minerals, 15(9), 926. [Google Scholar] [Crossref]

24. Liu, S., Liu, W., Jiao, F., Qin, W., & Yang, C. (2021). Production and resource utilization of flue gas desulfurized gypsum in China-A review. Environmental Pollution, 288, 117799. [Google Scholar] [Crossref]

25. Maiti, S., Jain, N., & Malik, J. (2023). A comprehensive review of flue gas desulphurized gypsum: Production, properties, and applications. Construction and Building Materials, 393, 131918. [Google Scholar] [Crossref]

26. Mayes, W., Burke, I., Gomes, H., Anton, Á., Molnár, M., Feigl, V., & Ujaczki, É. (2016). Advances in understanding environmental risks of red mud after the Ajka spill, Hungary. Journal of sustainable metallurgy, 2(4), 332-343. [Google Scholar] [Crossref]

27. Nayak, D. K., Abhilash, P., Singh, R., Kumar, R., & Kumar, V. (2022). Fly ash for sustainable construction: A review of fly ash concrete and its beneficial use case studies. Cleaner Materials, 6, 100143. [Google Scholar] [Crossref]

28. Pan, X., Wu, H., Lv, Z., Yu, H., & Tu, G. (2023). Recovery of valuable metals from red mud: A comprehensive review. Science of The Total Environment, 904, 166686. [Google Scholar] [Crossref]

29. Qin, Q., Geng, H., Deng, J., Xu, H., Ye, Y., Li, B., Gui, X., & Park, C. B. (2025). Waste-free technologies of coal gangue processing: Extraction of metals and improvement of soil. Separation and Purification Technology, 361, 131203. [Google Scholar] [Crossref]

30. Qin, Z., Xiao, J., Du, T., Cheng, R., & Zhang, J. (2024). Resource utilization strategy of Fe-bearing smelting slag in China: a review. Minerals Engineering, 219, 109066. [Google Scholar] [Crossref]

31. Raj, R., Yadav, B., Yadav, J. S., & Kumar, S. (2024). Red mud utilisation for sustainable construction and soil improvement: a comprehensive review. Discover Sustainability, 5(1), 398. [Google Scholar] [Crossref]

32. Rashad, A. M. (2017). Phosphogypsum as a construction material. Journal of Cleaner Production, 166, 732-743. [Google Scholar] [Crossref]

33. Shao, S., Ma, B., Wang, C., & Chen, Y. (2022). Extraction of valuable components from coal gangue through thermal activation and HNO3 leaching. Journal of industrial and Engineering chemistry, 113, 564-574. [Google Scholar] [Crossref]

34. Snehasree, N., Nuruddin, M., & Moghal, A. A. B. (2025). Critical appraisal of coal gangue and activated coal gangue for sustainable engineering applications. Applied Sciences, 15(17), 9649. [Google Scholar] [Crossref]

35. Sun, Y., Bai, B., Yang, X., Zhu, S., Tian, J., Wang, Z., Xu, L., Xu, L., & Shen, B. (2025). Coal gangue utilization: applications, challenges, and sustainable development strategies. Energies, 18(2), 444. [Google Scholar] [Crossref]

36. Tian, X., Guo, Z., Zhu, D., Pan, J., Yang, C., & Li, S. (2025). Recovery of valuable elements from coal fly ash: A review. Environmental Research, 282, 121928. [Google Scholar] [Crossref]

37. Van Eck, N., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. scientometrics, 84(2), 523-538. [Google Scholar] [Crossref]

38. Wang, N., Sun, X., Zhao, Q., Yang, Y., & Wang, P. (2020). Leachability and adverse effects of coal fly ash: A review. Journal of Hazardous Materials, 396, 122725. [Google Scholar] [Crossref]

39. Wang, X., Niu, X., Zhang, X., Ma, X., & Zhang, K. (2025). Computational Chemistry Insights into Pollutant Behavior During Coal Gangue Utilization. Sustainability, 17(15), 7135. [Google Scholar] [Crossref]

40. Wu, H., Chen, C., Song, W., & Hou, W. (2024). High-capacity utilization of coal gangue as supplementary cementitious material, geopolymer, and aggregate: A review. Construction and Building Materials, 435, 136857. [Google Scholar] [Crossref]

41. Xie, Z., Liu, X., Zhang, Z., Wei, C., & Gu, J. (2024). Application of the industrial byproduct gypsum in building materials: a review. Materials, 17(8), 1837. [Google Scholar] [Crossref]

42. Xing, Y., Guo, F., Xu, M., Gui, X., Li, H., Li, G., Xia, Y., & Han, H. (2019). Separation of unburned carbon from coal fly ash: A review. Powder Technology, 353, 372-384. [Google Scholar] [Crossref]

43. Yang, G., He, S., Li, Y., Li, Y., Li, Z., Song, W., Chen, Z., & Liu, Q. (2023). Synthesis of reticular long-carbon-chain polysiloxane and its hydrophobic modification of phosphogypsum-based materials. New Journal of Chemistry, 47(35), 16713-16726. [Google Scholar] [Crossref]

44. Yanning, S., Qiao, H., Qiong, F., Chao, W., & Jianghua, Z. (2024). Application of metallurgical ferronickel slag in building materials: A review. Journal of Building Engineering, 96, 110632. [Google Scholar] [Crossref]

45. Yuan, J., Chang, J., & Du, X. (2024). A review of research advance on accelerated carbonation of steel slag: Property improvement, utilization, environmental and economic benefits. Sustainable Chemistry and Pharmacy, 42, 101819. [Google Scholar] [Crossref]

46. Zhang, D. Q., Tan, S. K., & Gersberg, R. M. (2010). Municipal solid waste management in China: Status, problems and challenges. Journal of Environmental Management, 91(8), 1623-1633. https://doi.org/https://doi.org/10.1016/j.jenvman.2010.03.012 [Google Scholar] [Crossref]

47. Zhang, J., Cui, K., Chang, J., & Wang, L. (2024). Phosphogypsum-based building materials: Resource utilization, development, and limitation. Journal of Building Engineering, 91, 109734. [Google Scholar] [Crossref]

48. Zhang, S., Yang, H., Xu, G., & Cui, G. (2025). Review on utilization of Ti-bearing blast furnace slag from the past decade: Whole-component utilization and Ti component recovery. Chemical Engineering Journal, 514, 163115. [Google Scholar] [Crossref]

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