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Article

Cross-Correlation Analysis of the Stability of Heterogeneous Slopes

1
School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, China
2
Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ 85721, USA
*
Author to whom correspondence should be addressed.
Water 2023, 15(6), 1050; https://doi.org/10.3390/w15061050
Submission received: 14 February 2023 / Revised: 6 March 2023 / Accepted: 7 March 2023 / Published: 9 March 2023

Abstract

Geologic material properties of hillslopes are inherently heterogeneous, with complex layering structures due to geological deposition processes. Lacking detailed sampling of the properties’ spatial distribution has led to the stochastic representation of the properties to address uncertainty in the hillslope stability evaluation. This study treats the spatial distributions of the shear strength parameters, the cohesion (c), and the internal friction angle (φ), in a synthetic two-dimensional slope as stochastic random fields characterized by their means, variances, and correlation scales. This study then evaluates the cross-correlation between these parameters and the factor of safety (FS) using unconditional Monte Carlo simulation (MCS). Different from classical sensitivity analyses, the cross-correlation analysis of FS and the stochastic parameter fields stresses the importance of the orientation of the large-scale geological layering, the correlation between the geological media’s cohesion, and the internal friction angle at the local scale on the probability and uncertainty of failure of the heterogeneous hillslope. The analysis further guides the field sampling strategy to reduce uncertainty in the slope stability analysis due to unknown heterogeneity. More importantly, it suggests the location of stability reinforcement measures. The results of this study provide cost-effective tools for geoengineers to deal with field slope stability analysis under uncertainty.
Keywords: correlation scales; cross-correlation analysis; shear strength parameters; slope stability; spatial variability correlation scales; cross-correlation analysis; shear strength parameters; slope stability; spatial variability

Share and Cite

MDPI and ACS Style

Li, Y.; Zhang, F.; Yeh, T.-C.J.; Hou, X.; Dong, M. Cross-Correlation Analysis of the Stability of Heterogeneous Slopes. Water 2023, 15, 1050. https://doi.org/10.3390/w15061050

AMA Style

Li Y, Zhang F, Yeh T-CJ, Hou X, Dong M. Cross-Correlation Analysis of the Stability of Heterogeneous Slopes. Water. 2023; 15(6):1050. https://doi.org/10.3390/w15061050

Chicago/Turabian Style

Li, Yukun, Faming Zhang, Tian-Chyi Jim Yeh, Xiaolan Hou, and Menglong Dong. 2023. "Cross-Correlation Analysis of the Stability of Heterogeneous Slopes" Water 15, no. 6: 1050. https://doi.org/10.3390/w15061050

APA Style

Li, Y., Zhang, F., Yeh, T.-C. J., Hou, X., & Dong, M. (2023). Cross-Correlation Analysis of the Stability of Heterogeneous Slopes. Water, 15(6), 1050. https://doi.org/10.3390/w15061050

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