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Published in: Rock Mechanics and Rock Engineering 7/2020

23-05-2020 | Original Paper

Spatial Variability and Time Decay of Rock Mass Mechanical Parameters: A Landslide Study in the Dagushan Open-Pit Mine

Authors: Feiyue Liu, Tianhong Yang, Jingren Zhou, Wenxue Deng, Qinglei Yu, Penghai Zhang, Guanwen Cheng

Published in: Rock Mechanics and Rock Engineering | Issue 7/2020

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Abstract

Mechanical parameters of rock mass in mining engineering feature the characteristics of spatial variability and time decay, and it plays an important role in the slope stability analysis. The mechanical behaviour of rock engineering in low in-situ stress condition is highly affected by the rock mass quality. In this paper, the distribution of geological strength index (GSI) was obtained by geostatistics-based methods to determine the spatial variability of mechanical parameters. Moreover, mechanical parameters of rock masses in open-pit mine are deteriorating continuously in the mining process. A damage model using microseism (MS) data was proposed to describe the time decay of mechanical parameters. Additionally, the dynamic programming method was used to search the rough critical slip surface and factor of safety considering the heterogeneous mechanical parameters. An example was further employed to demonstrate these proposed methods in the Dagushan open-pit mine. The results indicated that incorporation of spatial variability and time decay into mechanical parameters leaded to a fundamental change in the slope stability. Our study helps to provide detailed mechanical parameters, which contribute to a more reasonable explanation as well as provide governance measures for the rock landslides.

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Literature
go back to reference Adisoma GS, Hester MG (1996) Grade estimation and its precision in mineral resources: the Jackknife approach. Min Eng 48(2):84–88 Adisoma GS, Hester MG (1996) Grade estimation and its precision in mineral resources: the Jackknife approach. Min Eng 48(2):84–88
go back to reference Baker R (1980) Determination of the critical slip surface in slope stability computations. Int J Numer Anal Meth Geomech 4:333–359 Baker R (1980) Determination of the critical slip surface in slope stability computations. Int J Numer Anal Meth Geomech 4:333–359
go back to reference Bazant ZP, Belytschko TB, Chang TP (1984) Continuum theory for strain-softening. J Eng Mech 110:1666–1692 Bazant ZP, Belytschko TB, Chang TP (1984) Continuum theory for strain-softening. J Eng Mech 110:1666–1692
go back to reference Caers J (2005) Petroleum geostatistics. Soc. of Petroleum Eng, Richardson Caers J (2005) Petroleum geostatistics. Soc. of Petroleum Eng, Richardson
go back to reference Cai M, Kaiser PK, Martin CD (1998) A tensile model for the interpretation of microseismic events near underground opening. Pure Appl Geophys 153:67–92 Cai M, Kaiser PK, Martin CD (1998) A tensile model for the interpretation of microseismic events near underground opening. Pure Appl Geophys 153:67–92
go back to reference Cai M, Kaiser PK, Martin CD (2001) Quantification of rock mass damage in underground excavations from microseismic event monitoring. Int J Rock Mech Min Sci 38:1135–1145 Cai M, Kaiser PK, Martin CD (2001) Quantification of rock mass damage in underground excavations from microseismic event monitoring. Int J Rock Mech Min Sci 38:1135–1145
go back to reference Cai M, Morioka H, Kaiser PK, Tasaka Y, Kurose H, Minami M, Maejima T (2007) Back-analysis of rock mass strength parameters using AE monitoring data. Int J Rock Mech Min Sci 44:538–549 Cai M, Morioka H, Kaiser PK, Tasaka Y, Kurose H, Minami M, Maejima T (2007) Back-analysis of rock mass strength parameters using AE monitoring data. Int J Rock Mech Min Sci 44:538–549
go back to reference Cristescu ND, Hunsche U (1998) The time effects in rock mechanics. Wiley, New York Cristescu ND, Hunsche U (1998) The time effects in rock mechanics. Wiley, New York
go back to reference Egaña M, Ortiz JM (2013) Assessment of RMR and its uncertainty by using geostatistical simulation in a mining project. J GeoEng 8:83–90 Egaña M, Ortiz JM (2013) Assessment of RMR and its uncertainty by using geostatistical simulation in a mining project. J GeoEng 8:83–90
go back to reference Eivazy H, Esmaieli K, Jean R (2017) Modelling geomechanical heterogeneity of rock masses using direct and indirect geostatistical conditional simulation methods. Rock Mech Rock Eng 50:3175–3195 Eivazy H, Esmaieli K, Jean R (2017) Modelling geomechanical heterogeneity of rock masses using direct and indirect geostatistical conditional simulation methods. Rock Mech Rock Eng 50:3175–3195
go back to reference Fakhimi A, Fairhurst C (1994) A model for the time-dependent behavior of rock. Int J Rock Mech Min Sci Geomech Abstr 31(2):117–126 Fakhimi A, Fairhurst C (1994) A model for the time-dependent behavior of rock. Int J Rock Mech Min Sci Geomech Abstr 31(2):117–126
go back to reference Feng XT, Zhang Z, Sheng Q (2000) Estimating mechanical rock mass parameters relating to the Three Gorges Project permanent shiplock using an intelligent displacement back analysis method. Int J Rock Mech Min Sci 37:1039–1054 Feng XT, Zhang Z, Sheng Q (2000) Estimating mechanical rock mass parameters relating to the Three Gorges Project permanent shiplock using an intelligent displacement back analysis method. Int J Rock Mech Min Sci 37:1039–1054
go back to reference Fenton GA, Griffiths VD (2008) Risk assessment in geotechnical engineering. Wiley, New York Fenton GA, Griffiths VD (2008) Risk assessment in geotechnical engineering. Wiley, New York
go back to reference Ferreira IO, Rodrigues DD, Santos GRd, Rosa LMF (2017) In bathymetric surfaces: IDW or Kriging? Boletim de Ciências Geodésicas 23:493–508 Ferreira IO, Rodrigues DD, Santos GRd, Rosa LMF (2017) In bathymetric surfaces: IDW or Kriging? Boletim de Ciências Geodésicas 23:493–508
go back to reference Griffiths DV, Huang J, Fenton GA (2009) Influence of spatial variability on slope reliability using 2-D random fields. J Geotech Geoenviron Eng 135:1367–1378 Griffiths DV, Huang J, Fenton GA (2009) Influence of spatial variability on slope reliability using 2-D random fields. J Geotech Geoenviron Eng 135:1367–1378
go back to reference Henley S (2012) Nonparametric geostatistics. Applied Science Publishers Ltd, London Henley S (2012) Nonparametric geostatistics. Applied Science Publishers Ltd, London
go back to reference Hoek E, Carranza-Torres C (2002) Hoek–Brown failure criterion—2002 edition. In: Proceedings of the fifth North American rock mechanics symposium, vol 1, pp 18–22 Hoek E, Carranza-Torres C (2002) Hoek–Brown failure criterion—2002 edition. In: Proceedings of the fifth North American rock mechanics symposium, vol 1, pp 18–22
go back to reference Jiang SH, Li DQ, Zhang LM, Zhou CB (2014) Time-dependent system reliability of anchored rock slopes considering rock bolt corrosion effect. Eng Geol 175:1–8 Jiang SH, Li DQ, Zhang LM, Zhou CB (2014) Time-dependent system reliability of anchored rock slopes considering rock bolt corrosion effect. Eng Geol 175:1–8
go back to reference Kanit T, Forest S, Galliet I, Mounoury V, Jeulin D (2003) Determination of the size of the representative volume element for random composites: statistical and numerical approach. Int J Solids Struct 40:3647–3679 Kanit T, Forest S, Galliet I, Mounoury V, Jeulin D (2003) Determination of the size of the representative volume element for random composites: statistical and numerical approach. Int J Solids Struct 40:3647–3679
go back to reference Lebert F, Bernardie S, Mainsant G (2011) Hydroacoustic monitoring of a salt cavity: an analysis of precursory events of the collapse. Nat Hazards Earth Syst Sci 11:2663–2675 Lebert F, Bernardie S, Mainsant G (2011) Hydroacoustic monitoring of a salt cavity: an analysis of precursory events of the collapse. Nat Hazards Earth Syst Sci 11:2663–2675
go back to reference Lee YK, Pietruszczak S (2008) A new numerical procedure for elasto-plastic analysis of a circular opening excavated in a strain-softening rock mass. Tunn Undergr Space Technol 23:588–599 Lee YK, Pietruszczak S (2008) A new numerical procedure for elasto-plastic analysis of a circular opening excavated in a strain-softening rock mass. Tunn Undergr Space Technol 23:588–599
go back to reference Li DQ, Jiang SH, Cao ZJ, Zhou W, Zhou CB, Zhang LM (2015) A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties. Eng Geol 187:60–72 Li DQ, Jiang SH, Cao ZJ, Zhou W, Zhou CB, Zhang LM (2015) A multiple response-surface method for slope reliability analysis considering spatial variability of soil properties. Eng Geol 187:60–72
go back to reference Ma T, Tang C, Tang L, Zhang W, Wang L (2015) Rockburst characteristics and microseismic monitoring of deep-buried tunnels for Jinping II Hydropower Station. Tunn Undergr Space Technol 49:345–368 Ma T, Tang C, Tang L, Zhang W, Wang L (2015) Rockburst characteristics and microseismic monitoring of deep-buried tunnels for Jinping II Hydropower Station. Tunn Undergr Space Technol 49:345–368
go back to reference Malan D (1999) Time-dependent behaviour of deep level tabular excavations in hard rock. Rock Mech Rock Eng 32:123–155 Malan D (1999) Time-dependent behaviour of deep level tabular excavations in hard rock. Rock Mech Rock Eng 32:123–155
go back to reference Maranini E, Yamaguchi T (2001) A non-associated viscoplastic model for the behaviour of granite in triaxial compression. Mech Mater 33:283–293 Maranini E, Yamaguchi T (2001) A non-associated viscoplastic model for the behaviour of granite in triaxial compression. Mech Mater 33:283–293
go back to reference Martin C, Chandler N (1994) The progressive fracture of Lac du Bonnet granite. Int J Rock Mech Min Sci Geomech Abstr 31:643–659 Martin C, Chandler N (1994) The progressive fracture of Lac du Bonnet granite. Int J Rock Mech Min Sci Geomech Abstr 31:643–659
go back to reference Mayer JM, Stead D (2017) A comparison of traditional, step-path, and geostatistical techniques in the stability analysis of a large open pit. Rock Mech Rock Eng 50:927–949 Mayer JM, Stead D (2017) A comparison of traditional, step-path, and geostatistical techniques in the stability analysis of a large open pit. Rock Mech Rock Eng 50:927–949
go back to reference Myers DE (1994) Spatial interpolation: an overview. Geoderma 62:17–28 Myers DE (1994) Spatial interpolation: an overview. Geoderma 62:17–28
go back to reference Pham HT, Fredlund DG (2003) The application of dynamic programming to slope stability analysis. Can Geotech J 40:830–847 Pham HT, Fredlund DG (2003) The application of dynamic programming to slope stability analysis. Can Geotech J 40:830–847
go back to reference Priest SD (1993) Discontinuity analysis for rock engineering. Chapman & Hall, London Priest SD (1993) Discontinuity analysis for rock engineering. Chapman & Hall, London
go back to reference Read J, Stacey P (2018) Guidelines for open pit slope design. CSIRO Publishing, Collingwood Read J, Stacey P (2018) Guidelines for open pit slope design. CSIRO Publishing, Collingwood
go back to reference Rendu JM (1978) An introduction to geostatistical methods of mineral evaluation. South African Institute of Mining and Metallurgy Rendu JM (1978) An introduction to geostatistical methods of mineral evaluation. South African Institute of Mining and Metallurgy
go back to reference Richard B (1957) Dynamic programming. Princeton University Press, 89:92 Richard B (1957) Dynamic programming. Princeton University Press, 89:92
go back to reference Sagasta F, Benavent-Climent A, Roldán A, Gallego A (2016) Correlation of plastic strain energy and acoustic emission energy in reinforced concrete structures. Appl Sci 6:84 Sagasta F, Benavent-Climent A, Roldán A, Gallego A (2016) Correlation of plastic strain energy and acoustic emission energy in reinforced concrete structures. Appl Sci 6:84
go back to reference Sajid A, Rudra R, Parkin G (2013) Systematic evaluation of kriging and inverse distance weighting methods for spatial analysis of soil bulk density. Can Biosyst Eng 55:1–13 Sajid A, Rudra R, Parkin G (2013) Systematic evaluation of kriging and inverse distance weighting methods for spatial analysis of soil bulk density. Can Biosyst Eng 55:1–13
go back to reference Sharifzadeh M, Tarifard A, Moridi MA (2013) Time-dependent behavior of tunnel lining in weak rock mass based on displacement back analysis method. Tunn Undergr Space Technol 38:348–356 Sharifzadeh M, Tarifard A, Moridi MA (2013) Time-dependent behavior of tunnel lining in weak rock mass based on displacement back analysis method. Tunn Undergr Space Technol 38:348–356
go back to reference Sonmez H, Ulusay R (1999) Modifications to the geological strength index (GSI) and their applicability to stability of slopes. Int J Rock Mech Min Sci 36:743–760 Sonmez H, Ulusay R (1999) Modifications to the geological strength index (GSI) and their applicability to stability of slopes. Int J Rock Mech Min Sci 36:743–760
go back to reference Stavropoulou M, Exadaktylos G, Saratsis G (2007) A combined three-dimensional geological-geostatistical-numerical model of underground excavations in rock. Rock Mech Rock Eng 40:213–243 Stavropoulou M, Exadaktylos G, Saratsis G (2007) A combined three-dimensional geological-geostatistical-numerical model of underground excavations in rock. Rock Mech Rock Eng 40:213–243
go back to reference Tang C (1997) Numerical simulation of progressive rock failure and associated seismicity. Int J Rock Mech Min Sci 34:249–261 Tang C (1997) Numerical simulation of progressive rock failure and associated seismicity. Int J Rock Mech Min Sci 34:249–261
go back to reference Tomczak M (1998) Spatial interpolation and its uncertainty using automated anisotropic inverse distance weighting (IDW)-cross-validation/jackknife approach. J Geogr Inf Decis Anal 2:18–30 Tomczak M (1998) Spatial interpolation and its uncertainty using automated anisotropic inverse distance weighting (IDW)-cross-validation/jackknife approach. J Geogr Inf Decis Anal 2:18–30
go back to reference Wang S, Zheng H, Li C, Ge X (2011) A finite element implementation of strain-softening rock mass. Int J Rock Mech Min Sci 48:67–76 Wang S, Zheng H, Li C, Ge X (2011) A finite element implementation of strain-softening rock mass. Int J Rock Mech Min Sci 48:67–76
go back to reference Xie H, Ju Y, Li L (2005) Criteria for strength and structural failure of rocks based on energy dissipation and energy release principles. Chin J Rock Mech Eng 24:3003–3010 (in Chinese) Xie H, Ju Y, Li L (2005) Criteria for strength and structural failure of rocks based on energy dissipation and energy release principles. Chin J Rock Mech Eng 24:3003–3010 (in Chinese)
go back to reference Xu N, Dai F, Liang Z, Zhou Z, Sha C, Tang C (2014) The dynamic evaluation of rock slope stability considering the effects of microseismic damage. Rock Mech Rock Eng 47:621–642 Xu N, Dai F, Liang Z, Zhou Z, Sha C, Tang C (2014) The dynamic evaluation of rock slope stability considering the effects of microseismic damage. Rock Mech Rock Eng 47:621–642
go back to reference Yerry MA, Shephard MS (1984) Automatic three-dimensional mesh generation by the modified-octree technique. Int J Numer Methods Eng 20:1965–1990 Yerry MA, Shephard MS (1984) Automatic three-dimensional mesh generation by the modified-octree technique. Int J Numer Methods Eng 20:1965–1990
go back to reference Zhao Y, Yang T, Zhang P, Zhou J, Yu Q, Deng W (2017) The analysis of rock damage process based on the microseismic monitoring and numerical simulations. Tunn Undergr Space Technol 69:1–17 Zhao Y, Yang T, Zhang P, Zhou J, Yu Q, Deng W (2017) The analysis of rock damage process based on the microseismic monitoring and numerical simulations. Tunn Undergr Space Technol 69:1–17
go back to reference Zhou H, Wang C, Han B, Duan Z (2011) A creep constitutive model for salt rock based on fractional derivatives. Int J Rock Mech Min Sci 48:116–121 Zhou H, Wang C, Han B, Duan Z (2011) A creep constitutive model for salt rock based on fractional derivatives. Int J Rock Mech Min Sci 48:116–121
go back to reference Zhou J, Yang T, Zhang P, Xu T, Wei J (2017) Formation process and mechanism of seepage channels around grout curtain from microseismic monitoring: a case study of Zhangmatun iron mine, China. Eng Geol 226:301–315 Zhou J, Yang T, Zhang P, Xu T, Wei J (2017) Formation process and mechanism of seepage channels around grout curtain from microseismic monitoring: a case study of Zhangmatun iron mine, China. Eng Geol 226:301–315
go back to reference Zhou J, Wei J, Yang T, Zhu W, Li L, Zhang P (2018) Damage analysis of rock mass coupling joints, water and microseismicity. Tunn Undergr Space Technol 71:366–381 Zhou J, Wei J, Yang T, Zhu W, Li L, Zhang P (2018) Damage analysis of rock mass coupling joints, water and microseismicity. Tunn Undergr Space Technol 71:366–381
go back to reference Zhu W, Tang C (2004) Micromechanical model for simulating the fracture process of rock. Rock Mech Rock Eng 37:25–35 Zhu W, Tang C (2004) Micromechanical model for simulating the fracture process of rock. Rock Mech Rock Eng 37:25–35
Metadata
Title
Spatial Variability and Time Decay of Rock Mass Mechanical Parameters: A Landslide Study in the Dagushan Open-Pit Mine
Authors
Feiyue Liu
Tianhong Yang
Jingren Zhou
Wenxue Deng
Qinglei Yu
Penghai Zhang
Guanwen Cheng
Publication date
23-05-2020
Publisher
Springer Vienna
Published in
Rock Mechanics and Rock Engineering / Issue 7/2020
Print ISSN: 0723-2632
Electronic ISSN: 1434-453X
DOI
https://doi.org/10.1007/s00603-020-02109-z

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