Acknowledgement
This research is supported by the National Nature Science Foundation of China (no. 42007247), National Foreign Expert Project (no. DL2023036001L), Nature Science Foundation of Sichuan Province (no. 2022NSFSC1151) and Sichuan Science and Technology Program (no. 24RCYJ0043). The authors would like to express their sincere gratitude to the editor and the anonymous reviewers for their valuable comments and suggestions, which have significantly improved the quality of this manuscript.
References
- Khan, M.S., Hossain, S., Ahmed, A., Faysal, M. (2017). Investigation of a shallow slope failure on expansive clay in Texas. Engineering Geology, 219, 118-129. https://doi.org/10.1016/j.enggeo.2016.10.004.
- Xu, Y., Zhang, H.R. (2021). Design of soilbag-protected slopes in expansive soils. Geotextiles and Geomembranes, 49(4), 1036-1045. https://doi.org/10.1016/j.geotexmem.2021.02.001.
- Por, S., Nishimura, S., Likitlersuang, S. (2017). Deformation characteristics and stress responses of cement-treated expansive clay under confined one-dimensional swelling. Applied Clay Science, 146, 316-324. https://doi.org/10.1016/j.clay.2017.06.022.
- Chompoorat, T., Maikhun, T., Likitlersuang, S. (2019). Cement-improved lake bed sedimentary soil for road construction. Proceedings of the Institution of Civil Engineers-Ground Improvement, 172(3), 192-201. https://doi.org/10.1680/jgrim.18.00076.
- Likitlersuang, S., Pholkainuwatra, P., Chompoorat, T., Keawsawasvong, S. (2018). Numerical modelling of railway embankments for high-speed train constructed on soft soil. Journal of GeoEngineering, 13(3). https://doi.org/10.6310/jog.201809_13(3).6.
- Nguyen, T.S., Phan, T.N., Likitlersuang, S., Bergado, D.T. (2022). Characterization of stationary and nonstationary random fields with different copulas on undrained shear strength of soils: Probabilistic analysis of embankment stability on soft ground. International Journal of Geomechanics, 22(7), 04022109. https://doi.org/10.1061/(ASCE)GM.1943-5622.0002444.
- Nguyen, T.D., Phan, T.N., Likitlersuang, S. (2025). Evaluating the applicability of large-diameter cement deep mixing method for soft ground improvement: A landmark case study in Vietnam. International Journal of Geosynthetics and Ground Engineering, 11(2), 19. https://doi.org/10.1007/s40891-025-00624-z.
- Qi, S., Vanapalli, S.K., Yang, X.G., Zhou, J.W., Lu, G.D. (2019). Stability analysis of an unsaturated expansive soil slope subjected to rainfall infiltration. Geomechanics and Engineering, 19(1), 1-9. https://doi.org/10.12989/gae.2019.19.1.001.
- Mohanty, S.K., Pradhan, P.K., Mohanty, C.R. (2017). Stabilization of expansive soil using industrial wastes. Geomechanics and Engineering, 12(1), 111-125. https://doi.org/10.12989/gae.2017.12.1.111.
- Voottipruex, P., Jamsawang, P. (2014). Characteristics of expansive soils improved with cement and fly ash in Northern Thailand. Geomechanics and Engineering, 6(5), 437-453. https://doi.org/10.12989/gae.2014.6.5.43.
- Ikeagwuani, C.C., Nwonu, D.C. (2019). Emerging trends in expansive soil stabilisation: a review, Journal of Rock Mechanics and Geotechnical Engineering, 11(2), 423-440. https://doi.org/10.1016/j.jrmge.2018.08.013.
- Fan, K., Zou, W., Zhang, P., Wang, X., Shen, Y. (2024). Laboratory investigation and theoretical analysis of lateral pressure exerted by expansive soils on retaining walls with expanded polystyrene geofoam block upon water infiltration. Geotextiles and Geomembranes, 52(3), 332-341. https://doi.org/10.1016/j.geotexmem.2023.11.005.
- Xu, Y., Su, C., Huang, Z., Yang, C., Yang, Y. (2022). Research on the protection of expansive soil slopes under heavy rainfall by anchor-reinforced vegetation systems", Geotextiles and Geomembranes, 50(6), 1147-1158. https://doi.org/10.1016/j.geotexmem.2022.07.006.
- Abbaspour, M., Narani, S., Aflaki, E., Moghadas Nejad, F., Mir Mohammad Hosseini, S.M. (2020). Strength and swelling properties of a waste tire textile fiber-reinforced expansive soil, Geosynthetics International, 27(5), 476-489. https://doi.org/10.1680/jgein.20.00010.
- Liu, S., Bai, F., Wang, Y., Wang, S., Li, Z. (2013). Treatment for expansive soil channel slope with soilbags. Journal of Aerospace Engineering, 26(4), 657-666. https://doi.org/10.1061/(ASCE)AS.1943-5525.0000198.
- Ng, C.W.W., Zhan, L. (2007). Comparative study of rainfall infiltration into a bare and a grassed unsaturated expansive soil slope. Soils and Foundations, 47(2), 207-217. https://doi.org/10.3208/sandf.47.207.
- Jirawattanasomkul, T., Kongwang, N., Jongvivatsakul, P., Likitlersuang, S. (2018). Finite element modelling of flexural behaviour of geosynthetic cementitious composite mat (GCCM). Composites Part B: Engineering, 154, 33-42. https://doi.org/10.1016/j.compositesb.2018.07.052.
- Wu, J., Zhang, Y., Yin, J. (2025). Geotextile bag reinforcement for rainfall-induced shallow failures in expansive soil slopes: insights from PIV-based model test. Construction and Building Materials, 498, 143994. https://doi.org/10.1016/j.conbuildmat.2025.143994.
- Jongvivatsakul, P., Ramdit, T., Ngo, T.P., Likitlersuang, S. (2018). Experimental investigation on mechanical properties of geosynthetic cementitious composite mat (GCCM). Construction and Building Materials, 166, 956-965. https://doi.org/10.1016/j.conbuildmat.2018.01.185.
- Xie, C., Ni, P., Xu, M., Mei, G., Zhao, Y. (2020). Combined measure of geometry optimization and vegetation for expansive soil slopes. Computers and Geotechnics, 123, 103588. https://doi.org/10.1016/j.compgeo.2020.103588.
- Wang, Y.Q., Liu, K., Li, X., Ren, Q.B., Li, L.L., Zhang, Z.H., Li, M.C. (2019). Experimental and upper-bound study of the influence of soilbag tail length on the reinforcement effect in soil slopes. Geotextiles and Geomembranes, 47(5), 610-617. https://doi.org/10.1016/j.geotexmem.2019.103460.
- Liu, S., Gao, C., Fan, K., Zhang, C., Wang, Z., Shen, C., Han, Z. (2022). Repairing expansive soil channel slope with soilbags. Geosynth. Int., 30(5), 450-459. https://doi.org/10.1680/jgein.22.00254.
- Ngo, T.P., Likitlersuang, S., Takahashi, A. (2019). Performance of a geosynthetic cementitious composite mat for stabilising sandy slopes. Geosynthetics International, 26(3), 309-319. https://doi.org/10.1680/jgein.19.00020.
- Ngo, T.P., Takahashi, A. and Likitlersuang, S. (2023). Centrifuge modelling of a soil slope reinforced by geosynthetic cementitious composite mats. Geotechnical and Geological Engineering, 41(2), 881-896. https://doi.org/10.1007/s10706-022-02311-6.
- Sukkarak, R., Jongpradist, P., Kongkitkul, W., Jamsawang, P., Likitlersuang, S. (2021). Investigation on load-carrying capacity of geogrid-encased deep cement mixing piles. Geosynthetics International, 28(5), 450-463. https://doi.org/10.1680/jgein.21.00026.
- Waichita, S., Jongpradist, P., Patawanit, P., Jamsawang, P., Arangelovski, G., Likitlersuang, S. (2021). Deformation and failure mechanism of deep cement mixing walls: Experimental study using physical model tests. Archives of Civil and Mechanical Engineering, 21(3), 127. https://doi.org/10.1007/s43452-021-00287-3.
- Prasetyaningtiyas, G.A., Kamchoom, V., Leung, A.K., Likitlersuang, S. (2024). Hydromechanical behaviour of a slope reinforced by grass roots under rainfall conditions. Ecological Engineering, 209, 107427. https://doi.org/10.1016/j.ecoleng.2024.107427.
- Wang, Y.N., Li, S.K., Li, Z.Y., Garg, A. (2023). Exploring the application of the MICP technique for the suppression of erosion in granite residual soil in Shantou using a rainfall erosion simulator. Acta Geotechnica, 18(6), 3273-3285. https://doi.org/10.1007/s11440-022-01791-3.
- Comino, J.R., Iserloh, T., Lassu, T., Cerdà, A., Keestra, S.D., Prosdocimi, M., Brings, C., Marzen, M., Ramos, M.C., Senciales, J.M., Ruiz Sinoga, J.D., Seeger, M., Ries, J.B. (2016). Quantitative comparison of initial soil erosion processes and runoff generation in Spanish and German vineyards. Science of the Total Environment, 565, 1165-1174. https://doi.org/10.1016/j.scitotenv.2016.05.163.
- Zema, D.A., Lucas-Borja, M.E. (2023). Effects of prescribed fire on the post-fire Hydrol. Processes in agro-forest ecosystems: a systematic review and a meta-analysis", Hydrological Processes, 37(9), e14957. https://doi.org/10.1002/hyp.14957.
- Wu, S., Chen, L., Wang, N., Assouline, S. (2023). Modeling rainfall-infiltration-runoff processes on sloping surfaces subject to rapidly changing soil properties during seal formation. Journal of Hydrology, 619, 129318. https://doi.org/10.1016/j.jhydrol.2023.129318.
- Fang, W., You, R., Hou, H., Sun, J., Yu, T. (2023). Slope stability analysis under rainfall infiltration condition using the minimum potential energy method. Archives of Civil and Mechanical Engineering, 23(2), 117. https://doi.org/10.1007/s43452-023-00660-4.
- Tian, H., Kong, Z. (2023). Influence of rainfall intensity and slope on the slope erosion of longling completely weathered granite. Applied Sciences, 13(9), 5295. https://doi.org/10.3390/app13095295.
- Jiao, W., Zhou, W., Huang, Z., Lan, R., Ma, M. (2024). Study on static and dynamic mechanical behavior of expansive soil modified by oyster shell powder. Heliyon, 10(8), e29699. https://doi.org/10.1016/j.heliyon.2024.e29699.
- Zhang, J., Chen, X., Tao, T., Han, W., Wang, X., Luo, F., Tan, W., Kong, L., Feng, T., Zhu, P. (2023). Field simulation experiment on the relationships between hydrodynamics and soil detachment rate in formed rills. Catena, 233, 107540. https://doi.org/10.1016/j.catena.2023.107540.
- Zemenu, G., Martine, A., Roger, C. (2009). Analysis of the behaviour of a natural expansive soil under cyclic drying and wetting. Bulletin of Engineering Geology and the Environment, 68, 421-436. https://doi.org/10.1007/s10064-009-0203-4.
- Wang, R., Wen, S., Sun, Z. (2022). Analytical solution of rainfall infiltration in unsaturated soil slopes considering initial water content distribution. KSCE Journal of Civil Engineering, 26(11), 4419-4431. https://doi.org/10.1007/s12205-022-1750-5.
- Tian, W., Peiffer, H., Malengier, B., Xue, S., Chen, Z. (2022). Slope stability analysis method of unsaturated soil slopes considering pore gas pressure caused by rainfall infiltration. Applied Sciences, 12(21), 11060. https://doi.org/10.3390/app122111060.
- Hong-In, P., Takahashi, A., Likitlersuang, S. (2024). Engineering and environmental assessment of soilbag-based slope stabilisation for sustainable landslide mitigation in mountainous area. Journal of Environmental Management, 359, 120970. https://doi.org/10.1016/j.jenvman.2024.120970.
- Wang, L.J., Liu, S.H., Zhou, B. (2015). Experimental study on the inclusion of soilbags in retaining walls constructed in expansive soils. Geotextiles and Geomembranes, 43(1), 89-96. https://doi.org/10.1016/j.geotexmem.2014.11.002.
- Su, H., Wu, D., Lu, Y., Peng, X., Wang, X., Chen, W., Wang, S. (2021). Experimental and numerical study on stability performance of new ecological slope protection using bolt-hinge anchored block. Ecological Engineering, 172, 106409. https://doi.org/10.1016/j.ecoleng.2021.106409.
- Lou, G., Zhong, Q., Xie, J. (2020). Nanometer montmorillonite modified fly ash ecological slope protection material and its preparation and application. Journal of Chemistry, 2020(1), 6953594. https://doi.org/10.1155/2020/6953594.
- Zhang, Z.Y., Wang, B.L., Wang, X., Zhang, X.Y. (2020). Study on expansion characteristics of similar materials in sand-bentonite-gypweight expanded soil model test. Bulletin of the Chinese Ceramic Society, 39(7), 2211-2217. https://doi.org/10.16552/j.cnki.issn1001-1625.2020.07.027.
- Ministry of Construction of the People'S Republic of China. (2007). Technical code for sprinkler engineering: GB/T 50085-2007, China Standard Press, Beijing.
- Hao, R.B., Lu, Z.Q., Ding, H., Chen, L.Q. (2022). Orthogonal six-DOFs vibration isolation with tunable high-static-low-dynamic stiffness: Experiment and analysis. International Journal of Mechanical Sciences, 222, 107237. https://doi.org/10.1016/j.ijmecsci.2022.107237.
- Wang, T., Gao, X., Li, Y., Liu, Y. (2024). An orthogonal experimental study on the influence of steam-curing on mechanical properties of foam concrete with fly ash. Case Studies in Construction Materials, 20, e02665. https://doi.org/10.1016/j.cscm.2023.e02665.
- An, R., Zhang, X. (2024). Comprehensive evaluation on deposition and heat transfer performance of the mixed tube bundle based on orthogonal experimental study. Powder Technology, 443, 119923. https://doi.org/10.1016/j.powtec.2024.119923.