Three-Dimensional Geostatistical Analysis of Rock Fracture Roughness and Its Degradation with Shearing

Q4 Earth and Planetary Sciences
N. Babanouri, S. Nasab
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引用次数: 1

Abstract

Three-dimensional surface geometry of rock discontinuities and its evolution with shearing are of great importance in understanding the deformability and hydro-mechanical behavior of rock masses. In the present research, surfaces of three natural rock fractures were digitized and studied before and after the direct shear test. The variography analysis of the surfaces indicated a strong non-linear trend in the data. Therefore, the spatial variability of rock fracture surfaces was decomposed to one deterministic component characterized by a base polynomial function, and one stochastic component described by the variogram of residuals. By using an image-processing technique, 343 damaged zones with different sizes, shapes, initial roughness characteristics, local stress fields, and asperity strength values were spatially located and clustered. In order to characterize the overall spatial structure of the degraded zones, the concept of ‘pseudo-zonal variogram’ was introduced. The results showed that the spatial continuity at the damage locations increased due to asperity degradation. The increase in the variogram range was anisotropic and tended to be higher in the shear direction; thus, the direction of maximum continuity rotated towards the shear direction. Finally, the regression-kriging method was used to reconstruct the morphology of the intact surfaces and degraded areas. The cross-validation error of interpolation for the damaged zones was found smaller than that obtained for the intact surface.
岩石断裂粗糙度及其剪切退化的三维地质统计分析
岩体结构面三维几何形态及其随剪切的演化对认识岩体的可变形性和水力学行为具有重要意义。在本研究中,对3个天然岩石裂缝的表面进行了数字化处理,并对直剪试验前后进行了研究。表面的变异分析表明,数据具有强烈的非线性趋势。因此,将岩石裂隙面的空间变异性分解为一个以基多项式函数为特征的确定性分量和一个以残差变异函数为特征的随机分量。采用图像处理技术,对343个具有不同大小、形状、初始粗糙度特征、局部应力场和粗糙度强度值的损伤区域进行了空间定位和聚类。为了描述退化带的整体空间结构,引入了“伪分区变异函数”的概念。结果表明,由于粗糙度的退化,损伤部位的空间连续性增强。变差范围的增加是各向异性的,且在剪切方向上有增大的趋势;因此,最大连续性的方向向剪切方向旋转。最后,利用回归克里格法重建完整表面和退化区域的形态。结果表明,损伤区域插值的交叉验证误差小于完整表面插值的交叉验证误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Mining and Geo-Engineering
International Journal of Mining and Geo-Engineering Earth and Planetary Sciences-Geotechnical Engineering and Engineering Geology
CiteScore
0.80
自引率
0.00%
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0
审稿时长
12 weeks
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