On 11 of April 2013, around 9:30 p.m. a large slide (maybe the largest) in the northeast section of the Kennecott mine occured (fig 1). The slide was preceded by slope movements that reached ~50mm per day. Two major questions could be raised, why this slide occurred and could it have been predicted before hand and remediated?
![Kennecott Utah Copper's Bingham Canyon Mince slide (KSL.com) Kennecott mine](http://blog.geotechpedia.com/wp-content/uploads/2013/04/Kennecott-mine.jpg)
These are very difficult questions and require significant knowledge of the geology, geotechnical conditions of the area, operational practices, climatic conditions etc. In the following paragraphs some initial ideas regarding the stability of high mine slopes and some interesting references will be provided for interested individuals. The incident in Kennecott is an important lesson of how important continuous monitoring of slopes is in such mine operations.
I would like to start with a very interesting graph published by Hoek et al (2000), “Large-scale slope Design – A Review of the State of the Art”.
This chart presents slope height versus overall angle with solid markers representing unstable slopes and open markers represent stable slopes. This chart is for copper porphyry open pits. In this graph the Kennocott mine (Bingham Canyon) is also shown but not the April 2013 one.
![](data:image/png;base64,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)
It is very interesting to note that most of the unstable markers are located in a range between 35 and 45 degrees of slope angle. Although much information is required for detail evaluation of each point and why instability occurred, a trend can be seen. Can we assume that slopes designed bellow 32-35o would not provide stability problems?
In the next figure I would like to focus on scale effects when dealing with mine slopes in rock or even hard rock materials. In the down left side of the figure 2 a slope with 30 meters height is depicted. In the upper left one of 90m with the same spacing of joints and finaly on the right a slope of 500m again with the same spacing and trance length of discontinuities (figures adopted from Sjoberg, 1996).
![](data:image/png;base64,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)
What can be seen from this slope scale is that even solid lightly fractured hard rock can be seen as an accumulation of infinite rock items such as a gravel slope or sand slope, just with better interlocking. One additional question can be, “what is the effect of bridging (intact rock between discontinuities) in such large scale slopes”? Very difficult question but maybe the previous graph provides an explanation (maybe negligible?).
Is the scale effect, in relation to joint spacing, orientation and stress field producing a ductile (sand or gravel like) behavior that may control the overall stability?
![](data:image/png;base64,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)
In the left graph (Ross, 1949) tests on intact marble with different confining pressures are presented. On the right (Holtz, 1981) normalized stress – strain with different confining pressures for dense Sacramento sand are presented. As can be seen, both materials in low confining pressures present a brittle behavior and as confining pressure increases, the behavior becomes more ductile and strain hardening.
Strong rock and dense sand can have the same behavior in different stress scale? And if this is the case, should high slopes be treated in a different way? Neglecting cohesion and using a possible “critical state friction angle” approach in slope stability? This issue requires additional research and detailed case studies but at least we can have some perspective regarding to scale effects.
References:
Sjoberg J., (1996). Large scale slope stability in open pit mining – a review. Technical Report 1996:10T, Lulea University of Technology
Hoek E., Rippere K. H. and Stacey P.F. (2000). Chapter 1, Slope stability in surface mining, Hustrulid, McCarter, VanZyl (eds), Society for Mining, Metallurgy and Exploration
Ros Μ. und Eichinger Α. (1949). Die Bruchgefahr fester Korper (Eidgenoss. Material prufungs versuchsanstalt, Ind., Bauw. Gewerbe. ZUrich, l72), 246 pp.
Holtz R. D., Kovacs W. D., (1981). “An Introduction to Geotechnical Engineering”, Prentice Hall.