Advanced Techniques for Capturing Cracks in Clayey Soils: A Comprehensive Review

Authors

  • Mustafa Abdulhussein Civil Engineering Department, University of Technology, Iraq
  • Mohammed Y. Fattah Civil Engineering Department, University of Technology, Iraq
  • Mohammed F. Aswad Civil Engineering Department, University of Technology, Iraq
Volume: 15 | Issue: 5 | Pages: 27333-27343 | October 2025 | https://doi.org/10.48084/etasr.11274

Abstract

Desiccation cracking in clay soils severely impacts the geotechnical engineering and environmental control by altering the soil strength, water infiltration, and structural stability. The application of traditional evaluation methods, such as observation and grid mapping, is commonly used to evaluate the fissures resulting from desiccation, tensile stress, and environmental factors. These techniques are inaccurate and not scalable. New advances in crack detection, including X-ray Computed Tomography (X-Ray CT), Ground-Penetrating Radar (GPR), Digital Image Correlation (DIC), and Machine Learning (ML), have enabled the performance of high-resolution, Non-Destructive Testing (NDT) of the surface and subsurface cracks. New techniques enhance the uses in slope stability assessment, soil liner integrity inspection, and water management. However, their potential shortcomings, such as expensive implementation and enormous computational needs, limit their extensive application. Emerging technologies, including the real-time inspection by Acoustic Emission (AE) techniques and neural networks, offer much potential. This study emphasizes the need for accessible tools to advance soil crack analysis and support sustainable geotechnical practices.

Keywords:

desiccation cracking, clay soils, grid mapping, Ground-Penetrating Radar (GPR)

Downloads

Download data is not yet available.

References

S. Mohammed et al., "An Inclusive Study on the Effect of Strain Rate on the Stress-Strain Behavior and the Undrained Shear Strength of Clay Soils in Kombolcha, Ethiopia," Engineering, Technology & Applied Science Research, vol. 12, no. 1, pp. 8107–8113, Feb. 2022.

S. A. Al-Taan and A. A. Abdul-Razzak, "Geometrical and Material Nonlinear Finite Analysis of Fiber Reinforced Concrete Slabs," IOP Conference Series: Materials Science and Engineering, vol. 978, Dec. 2020, Art. no. 012041.

M. Husain and M. Al-shammari, "Effect of Cracks on the Natural Frequency of Cylindrical Shell Structures," Engineering and Technology Journal, vol. 38, no. 12, pp. 1808–1817, Dec. 2020.

P. Josiah, I. Otaraku, and B. Evbuomwan, "Servo and Regulatory Response of an Industrial Fluid Catalytic Cracking (FCC) Unit under Fuzzy Logic Supervisory Control," Engineering and Technology Journal, vol. 41, no. 9, pp. 1139–1151, Sept. 2023.

R. Salmana, A. Abdul-Hamead, and F. Othman, "Investigation of the Effect of Microcapsule Additive on Mechanical and Physical Properties of Concrete," Engineering and Technology Journal, vol. 39, no. 11, pp. 1639–1645, Nov. 2021.

C.-S. Tang, B. Shi, C. Liu, W.-B. Suo, and L. Gao, "Experimental characterization of shrinkage and desiccation cracking in thin clay layer," Applied Clay Science, vol. 52, no. 1–2, pp. 69–77, Apr. 2011.

A. E. Corte and A. Higashi, “Experimental research on desiccation cracks in soil,” U.S. Army Materiel Command Cold Regions Research & Engineering Laboratory, Hanover, New Hampshire, United States, Technical Report 66, Dec. 1964.

J.-M. Konrad and R. Ayad, "A idealized framework for the analysis of cohesive soils undergoing desiccation," Canadian Geotechnical Journal, vol. 34, no. 4, pp. 477–488, Aug. 1997.

J. J. B. Bronswijk, "Modeling of water balance, cracking and subsidence of clay soils," Journal of Hydrology, vol. 97, no. 3–4, pp. 199–212, Feb. 1988.

C. Hernández, G. Beltrán, and E. Botero, "Use of Recycled Plastic Fibers to Control Shrinkage and Desiccation Cracking in Clayey Soils," Sustainability, vol. 16, no. 9, May 2024, Art. no. 3853.

D. G. Fredlund and H. Rahardjo, Soil Mechanics for Unsaturated Soils, 1st ed. Wiley, 1993.

A. Samouëlian, I. Cousin, A. Tabbagh, A. Bruand, and G. Richard, "Electrical resistivity survey in soil science: a review," Soil and Tillage Research, vol. 83, no. 2, pp. 173–193, Sept. 2005.

J. Kodikara and S. Costa, "Desiccation Cracking in Clayey Soils: Mechanisms and Modelling," in Multiphysical Testing of Soils and Shales, vol. 3, L. Laloui and A. Ferrari, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 21–32.

B. Pan, K. Qian, H. Xie, and A. Asundi, "Two-dimensional digital image correlation for in-plane displacement and strain measurement: a review," Measurement Science and Technology, vol. 20, no. 6, June 2009, Art. no. 062001.

J. Nyamangara, L. F. Bergström, M. I. Piha, and K. E. Giller, "Fertilizer Use Efficiency and Nitrate Leaching in a Tropical Sandy Soil," Journal of Environmental Quality, vol. 32, no. 2, pp. 599–606, Mar. 2003.

J. K. Mitchell and K. Soga, Fundamentals of soil behavior, 3. ed. Hoboken, NJ: Wiley, 2005.

M. Al-Mukhtar, S. Khattab, and J.-F. Alcover, "Microstructure and geotechnical properties of lime-treated expansive clayey soil," Engineering Geology, vol. 139–140, pp. 17–27, June 2012.

M. A. Mendes and F. Schnaid, "Use of photogrammetry for crack detection in clayey soils," Geotechnical Testing Journal, vol. 38, no. 2, pp. 234–245, 2015.

H. Thomas and S. Cantré, "Applications of low‐budget photogrammetry in the geotechnical laboratory," The Photogrammetric Record, vol. 24, no. 128, pp. 332–350, Dec. 2009.

L. Benedetti and P. Cusatis, "Ground-penetrating radar and thermal imaging for monitoring soil cracking in agricultural fields," Geotechnical Testing Journal, vol. 35, no. 5, pp. 467–478, 2012.

S. Dorafshan, R. J. Thomas, and M. Maguire, "Comparison of deep convolutional neural networks and edge detectors for image-based crack detection in concrete," Construction and Building Materials, vol. 186, pp. 1031–1045, Oct. 2018.

J. Xu et al., "Soil Desiccation Crack Recognition: New Paradigm and Field Application," Journal of Geophysical Research: Machine Learning and Computation, vol. 1, no. 3, Sept. 2024, Art. no. e2024JH000347.

B. Guo, X. Li, and D. Li, "Crackwave R-convolutional neural network: A discrete wavelet transform and deep learning fusion model for underwater dam crack detection," Structural Health Monitoring, Jan. 2025, Art. no. 14759217241308132.

W. Liao, X. Long, and C. Jiang, "A physics-informed neural network method for identifying parameters and predicting remaining life of fatigue crack growth," International Journal of Fatigue, vol. 191, Feb. 2025, Art. no. 108678.

Downloads

How to Cite

[1]
M. Abdulhussein, M. Y. Fattah, and M. F. Aswad, “Advanced Techniques for Capturing Cracks in Clayey Soils: A Comprehensive Review”, Eng. Technol. Appl. Sci. Res., vol. 15, no. 5, pp. 27333–27343, Oct. 2025.

Metrics

Abstract Views: 89
PDF Downloads: 60

Metrics Information