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Correlations between chromaticity parameters and shear strength of granite residual soil with different free iron oxide content and moisture content
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  • Published: 01 February 2026

Correlations between chromaticity parameters and shear strength of granite residual soil with different free iron oxide content and moisture content

  • Zhibing Wang1,
  • Wei Deng2,
  • Changwei Diao2,
  • Xiao Kuang2 &
  • …
  • Jian Yin2 

Scientific Reports , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Engineering
  • Environmental sciences
  • Materials science

Abstract

In hot-humid regions, granite residual soil’s moisture and free iron oxide contents show marked spatiotemporal heterogeneity tied to seasons and weathering, creating an inherent connection between its visual color and mechanical properties. This study carried out indoor chromaticity parameter measurements and shear strength tests on residual granite soils in southeastern Guangxi with varying moisture and free iron oxide contents, acquiring CIE-L*a*b* color indices and shear strength parameters. Using path and regression analyses, it explored correlations between chromaticity parameters (L* [lightness], a* [red-green chroma], b* [yellow-blue chroma]) and shear strength indices (internal friction angle φ, cohesion c). Results showed that at constant moisture, rising free iron oxide content positively correlates with cohesion, a* and b*, but not with L*; φ has no significant links to any chromaticity parameter. At fixed free iron oxide content, cohesion has a nonlinear correlation with L*, a* and b* as moisture increases, while φ is significantly positively correlated with these chromaticity indices. The findings verify that chromaticity parameters can effectively and rapidly estimate granite residual soil’s shear strength, providing valuable references for geotechnical evaluations.

Data availability

All data, models, and codes generated or used during the study appear in the published article.

References

  1. Kong, L., Sayem, H. M. & Tian, H. Influence of drying–wetting cycles on soil-water characteristic curve of undisturbed granite residual soils and microstructure mechanism by nuclear magnetic resonance (NMR) spin-spin relaxation time (T 2) relaxometry. Can. Geotech. J. 55(2), 208–216 (2018).

    Google Scholar 

  2. Wen, T. et al. Three-dimensional pore structure characteristics of granite residual soil and their relationship with hydraulic properties under different particle gradation by X-ray computed tomography. J. Hydrol. 618, 129230 (2023).

    Google Scholar 

  3. Huat, B. B. K. et al. Effect of wetting on collapsibility and shear strength of tropical residual soils. Electron. J. Geotech. Eng. 13, 1–44 (2008).

    Google Scholar 

  4. Tan, D. et al. Deformation evolution and failure mechanism of rainfall-induced granite residual soil landsliding event in Northern Guangdong, China. Landslides 22(3), 925–941 (2025).

    Google Scholar 

  5. Bai, H. et al. Group-occurring landslides and debris flows caused by the continuous heavy rainfall in June 2019 in Mibei Village, Longchuan County, Guangdong Province, China. Nat. Hazards 108(3), 3181–3201 (2021).

    Google Scholar 

  6. Khatkar, A. et al. Rapid non-destructive methods for estimating shear strength of sandy soils. Soil Till. Res. 257, 106951 (2026).

    Google Scholar 

  7. Gunal, H. et al. Use of chromameter-measured color parameters in estimating color-related soil variables. Commun. Soil Sci. Plant Anal. 39(5–6), 726–740 (2008).

    Google Scholar 

  8. Costa, J. J. F. et al. Use of color parameters in the grouping of soil samples produces more accurate predictions of soil texture and soil organic carbon. Comput. Electron. Agric. 177, 105710 (2020).

    Google Scholar 

  9. Özdemir, E. Investigation of some property changes of light-colored Turkish natural stones after high-temperature treatments. Sustainability 14(16), 10298 (2022).

    Google Scholar 

  10. Sun, Y. L. et al. Effect of mineral compositions on mechanical properties of granite residual soil. Case Stud. Construct. Mater. 18, e02140 (2023).

    Google Scholar 

  11. Chang, J. et al. Influence of acid rain climate environment on deterioration of shear strength parameters of natural residual expansive soil. Transp. Geotech. 42, 101017 (2023).

    Google Scholar 

  12. Du, Y. et al. A comparative study of four color measurement methods for soil color identification and related properties prediction. Comput. Electron. Agric. 230, 109801 (2025).

    Google Scholar 

  13. Cai, G. Q. et al. Experimental study on influences of moisture content on shear strength of unsaturated loess. Chin. J. Geotech. Eng. 42(S2), 32–36 (2020).

    Google Scholar 

  14. Wang, X. et al. Effect of the moisture content and dry density on the shear strength parameters of collapsing wall in hilly granite areas of South China. Int. Soil Water Conserv. Res. 12(3), 697–713 (2024).

    Google Scholar 

  15. Bao, L. & Wei, F. Macroscopic and microscopic analysis of the effects of moisture content and dry density on the strength of loess. Sci. Prog. 107(3), 00368504241261592 (2024).

    Google Scholar 

  16. Yang, Z. et al. Study on influencing factors and prediction model of strength and compression index of sandy silt on bank under freeze–thaw cycles. Sci. Rep. 15(1), 1402 (2025).

    Google Scholar 

  17. Xiong, W. & Wang, J. Macro-micro mechanics of granular soils under shear considering coupled effects of particle size distribution and particle morphology. Materials 18(2), 428 (2025).

    Google Scholar 

  18. Wuddivira, M. N., Stone, R. J. & Ekwue, E. I. Influence of cohesive and disruptive forces on strength and erodibility of tropical soils. Soil Till. Res. 133, 40–48 (2013).

    Google Scholar 

  19. Wang, H. et al. Weakening of mechanical parameters of ion-absorbed rare-earth ores subjected to leaching. Geomech. Geophys. Geo-Energy Geo-Resour. 9(1), 124 (2023).

    Google Scholar 

  20. Liu, G. et al. Combination of effective color information and machine learning for rapid prediction of soil water content. J. Rock Mech. Geotech. Eng. 15(9), 2441–2457 (2023).

    Google Scholar 

  21. Liu, Y. F. et al. Composition of typical soil minerals and quantitative analysis for influence of iron and manganese forms on purple soil color in northeastern Sichuan, China. Eurasian Soil Sci. 55(6), 781–789 (2022).

    Google Scholar 

  22. Zhang, C. et al. Estimation of surface shear strength of undisturbed soils in the eastern part of northern China’s wind erosion area. Soil Till. Res. 178, 1–10 (2018).

    Google Scholar 

  23. Gong, W. et al. Statistical analysis on the relationship between shear strength and water saturation of cohesive soils. Bull. Eng. Geol. Env. 81(8), 337 (2022).

    Google Scholar 

  24. Pillinger, G. et al. Correlations between moisture content and color spectrum of sandy soils. J. Terrramech. 108, 39–45 (2023).

    Google Scholar 

  25. Zhang, X. et al. Role of free iron oxides in the physicochemical and mechanical properties of natural clay. Eng. Geol. 303, 106665 (2022).

    Google Scholar 

  26. Schwertmann, U. Relations between iron oxides, soil color, and soil formation. Soil color 31, 51–69 (1993).

    Google Scholar 

  27. Wanderson de Sousa Mendes, W. et al. Free iron oxide content in tropical soils predicted by integrative digital mapping. Soil Till. Res. 219, 105346 (2022).

    Google Scholar 

  28. Wei, Y. et al. The effect of water content on the shear strength characteristics of granitic soils in South China. Soil Till. Res. 187, 50–59 (2019).

    Google Scholar 

  29. Darman, J. T. et al. Evaluation of lateritic soils of Mbé for use as compressed earth bricks (CEB). Heliyon. 8(8) (2022).

  30. Long, X., Ji, J. & Balsam, W. Rainfall‐dependent transformations of iron oxides in a tropical saprolite transect of Hainan Island, South China: Spectral and magnetic measurements. J. Geophys. Res. Earth Surf. 116(F3) (2011).

  31. Cheng, H. et al. Experimental study and model prediction of the influence of different factors on the mechanical properties of saline clay. Sci. Rep. 15(1), 3490 (2025).

    Google Scholar 

  32. Wei, J. et al. Shear strength of purple soil bunds under different soil water contents and dry densities: A case study in the Three Gorges Reservoir Area, China. CATENA 166, 124–133 (2018).

    Google Scholar 

  33. Ni, J. P. et al. Effect of soil water content and dry density on soil shearing strength for calcareous purple soil and neutral purple soil. J. Soil Water Conserv. 26(3), 72–77 (2012).

    Google Scholar 

  34. Chen, H. et al. Effects of soil water content and soil sodicity on soil shearing strength. (2007).

  35. Lu, N. & Likos, W. J. Origin of cohesion and its dependence on saturation for granular media. In Poromechanics V: Proceedings of the Fifth Biot Conference on Poromechanics, 1669–1675 (2013).

  36. Tang, C. S. et al. Desiccation and cracking behaviour of clay layer from slurry state under wetting–drying cycles. Geoderma 166(1), 111–118 (2011).

    Google Scholar 

  37. Kwan, A. K. H. & Fung, W. W. S. Roles of water film thickness and SP dosage in rheology and cohesiveness of mortar. Cement Concr. Compos. 34(2), 121–130 (2012).

    Google Scholar 

  38. Lin, G. et al. Experimental investigation of chemical effects on the swelling properties and shear strength of expansive clay. Int. J. Geomech. 25(1), 04024329 (2025).

    Google Scholar 

  39. Tian, J. & Philpot, W. D. Relating water absorption features to soil moisture characteristics. In Imaging Spectrometry XX. 9611, 122–129 (SPIE, 2015).

  40. Zhang, H. & Voss, K. J. Bidirectional reflectance study on dry, wet, and submerged particulate layers: effects of pore liquid refractive index and translucent particle concentrations. Appl. Opt. 45(34), 8753–8763 (2006).

    Google Scholar 

  41. Rohit, D. et al. Simulation of water film formation during the 2018 Sulawesi earthquake, Indonesia. Proc. Inst. Civil Eng.-Forensic Eng. 176(4), 119–133 (2023).

    Google Scholar 

  42. Poppiel, R. R. et al. Soil color and mineralogy mapping using proximal and remote sensing in midwest Brazil. Remote Sens. 12(7), 1197 (2020).

    Google Scholar 

Download references

Acknowledgements

The authors are grateful for the financial support provided by the National Natural Science Foundation of China (42167021).

Funding

This research was funded by the National Natural Science Foundation of China (NSFC) (grant number 42167021).

Author information

Authors and Affiliations

  1. Guangxi Key Laboratory of Geomechanics and Geotechnical Engineering, College of Civil Engineering, Guilin University of Technology, No.12, Jiangan Road, Guilin, 541004, China

    Zhibing Wang

  2. School of Civil Engineering, Guilin University of Technology, Guilin, 541004, China

    Wei Deng, Changwei Diao, Xiao Kuang & Jian Yin

Authors
  1. Zhibing Wang
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  2. Wei Deng
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  3. Changwei Diao
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  4. Xiao Kuang
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  5. Jian Yin
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Contributions

Conceptualization, writing—original draft, supervision, Z.W.; Supervision, visualization, writing—original draft, W.D.; Investigation, data curation, validation, C.D.; Methodology, resources, validation, X.K.; Investigation, software, J.Y. All authors have read and agreed to the published version of the manuscript.

Corresponding author

Correspondence to Zhibing Wang.

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The authors declare no competing interests.

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Cite this article

Wang, Z., Deng, W., Diao, C. et al. Correlations between chromaticity parameters and shear strength of granite residual soil with different free iron oxide content and moisture content. Sci Rep (2026). https://doi.org/10.1038/s41598-026-38135-0

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  • Received: 11 December 2025

  • Accepted: 29 January 2026

  • Published: 01 February 2026

  • DOI: https://doi.org/10.1038/s41598-026-38135-0

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Keywords

  • Granite residual soil
  • CIE-l*a*b* color model
  • Free iron oxide content
  • Water content
  • Shear strength
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