A fractal fragmentation model for rockfalls

The impact-induced rock mass fragmentation in a rockfall is analyzed by comparing the in situ block size distribution (IBSD) of the rock mass detached from the cliff face and the resultant rockfall block size distribution (RBSD) of the rockfall fragments on the slope. The analysis of several inventoried rockfall events suggests that the volumes of the rockfall fragments can be characterized by a power law distribution. We propose the application of a three-parameter rockfall fractal fragmentation model (RFFM) for the transformation of the IBSD into the RBSD. A discrete fracture network model is used to simulate the discontinuity pattern of the detached rock mass and to generate the IBSD. Each block of the IBSD of the detached rock mass is an initiator. A survival rate is included to express the proportion of the unbroken blocks after the impact on the ground surface. The model was calibrated using the volume distribution of a rockfall event in Vilanova de Banat in the Cadí Sierra, Eastern Pyrenees, Spain. The RBSD was obtained directly in the field, by measuring the rock block fragments deposited on the slope. The IBSD and the RBSD were fitted by exponential and power law functions, respectively. The results show that the proposed fractal model can successfully generate the RBSD from the IBSD and indicate the model parameter values for the case study.

[1]  Timothy R. H. Davies,et al.  A fragmentation-spreading model for long-runout rock avalanches , 1999 .

[2]  Mario A. Morin,et al.  Monte Carlo simulation as a tool to predict blasting fragmentation based on the Kuz-Ram model , 2006, Comput. Geosci..

[3]  Kenneth Hewitt,et al.  Quaternary Moraines vs Catastrophic Rock Avalanches in the Karakoram Himalaya, Northern Pakistan , 1999, Quaternary Research.

[4]  R. Roncella,et al.  Rock cliffs hazard analysis based on remote geostructural surveys: The Campione del Garda case study (Lake Garda, Northern Italy) , 2011 .

[5]  M. McSaveney,et al.  Rockslides and Their Motion , 2007 .

[6]  Yuannian Wang,et al.  Three-dimensional rock-fall analysis with impact fragmentation and fly-rock modeling , 2009 .

[7]  R. L. Hermannsa,et al.  Examples of multiple rock-slope collapses from Köfels (Ötz valley, Austria) and western Norway , 2011 .

[8]  L. Dorren A review of rockfall mechanics and modelling approaches , 2003 .

[9]  Geoffrey C. P. King,et al.  Mechanical origin of power law scaling in fault zone rock , 2007 .

[10]  Invariant Object Identification A Neural Network Model of , 2010 .

[11]  H. Aghababaei,et al.  Modified Kuz-Ram fragmentation model and its use at the Sungun Copper Mine , 2009 .

[12]  Giovanni B. Crosta,et al.  Fragmentation in the Val Pola rock avalanche, Italian Alps , 2007 .

[13]  M. Stavropoulou Discontinuity frequency and block volume distribution in rock masses , 2014 .

[14]  Comparison of block size distribution in rockfalls , 2015 .

[15]  Marcel Arnould,et al.  Measurement of the fragmentation efficiency of rock mass blasting and its mining applications , 1996 .

[16]  Masoud Monjezi,et al.  Prediction of rock fragmentation due to blasting in Gol-E-Gohar iron mine using fuzzy logic , 2009 .

[17]  K. Hewitt Catastrophic landslides and their effects on the Upper Indus streams, Karakoram Himalaya, northern Pakistan , 1998 .

[18]  Dennis E. Grady,et al.  Local inertial effects in dynamic fragmentation , 1982 .

[19]  S. Evans,et al.  The assessment of rockfall hazard at the base of talus slopes , 1993 .

[20]  O. Buzzi,et al.  Experimental studies on fragmentation of rock falls on impact with rock surfaces , 2009 .

[21]  Bo-Hyun Kim,et al.  Estimation of Block Sizes for Rock Masses with Non-persistent Joints , 2007 .

[22]  Marc Elmouttie,et al.  A Method to Estimate In Situ Block Size Distribution , 2012, Rock Mechanics and Rock Engineering.

[23]  M. E. Kipp,et al.  10 – DYNAMIC ROCK FRAGMENTATION , 1987 .

[24]  P. Hodge Dynamics and Mass , 2012 .

[25]  Agnès Helmstetter,et al.  Statistical analysis of rockfall volume distributions: Implications for rockfall dynamics , 2003 .

[26]  Olga Mavrouli,et al.  Simplified approach for obtaining the block volume distribution of fragmental rockfalls , 2013 .

[27]  W. Hartmann Terrestrial, lunar, and interplanetary rock fragmentation , 1969 .

[28]  J. Latham,et al.  Development of an assessment system for the blastability of rock masses , 1999 .

[29]  Antonio Galgaro,et al.  Dynamics and mass balance of the 2007 Cima Una rockfall (Eastern Alps, Italy) , 2013, Landslides.

[30]  R. E. Miles The Random Division of Space , 1972 .

[31]  William C. Haneberg,et al.  Digital Outcrop Characterization for 3-D Structural Mapping and Rock Slope Design Along Interstate 90 Near Snoqualmie Pass , 2006 .

[32]  M. Jaboyedoff,et al.  A new approach for semi-automatic rock mass joints 1 recognition from 3 D point clouds 2 3 , 2014 .

[33]  Scale invariant behaviour of massive and fragmented rock , 1990 .

[34]  B. Atkinson Fracture Mechanics of Rock , 1987 .

[35]  M. Rosenau,et al.  On the energy budgets of fragmenting rockfalls and rockslides: Insights from experiments , 2016 .

[36]  John-Paul Latham,et al.  Prediction of fragmentation and yield curves with reference to armourstone production , 2006 .

[37]  M. Jaboyedoff,et al.  From the source area to the deposit: Collapse, fragmentation, and propagation of the Frank Slide , 2015 .

[38]  R. Metzger,et al.  New insight techniques to analyze rock-slope relief using DEM and 3D-imaging cloud points: COLTOP-3D software , 2007 .

[39]  John A. Hudson,et al.  Discontinuities and rock mass geometry , 1979 .

[40]  Fulvio Tonon,et al.  Discrete Element Modeling of Rock Fragmentation upon Impact in Rock Fall Analysis , 2011 .

[41]  N. Roberts,et al.  Stability analysis of the 2007 Chehalis lake landslide based on long-range terrestrial photogrammetry and airborne LiDAR data , 2012, Landslides.

[42]  Gessica Umili,et al.  A new method for automatic discontinuity traces sampling on rock mass 3D model , 2012, Comput. Geosci..

[43]  Jordi Corominas,et al.  A methodology to obtain the block size distribution of fragmental rockfall deposits , 2015, Landslides.

[44]  W. A. Take,et al.  The runout of chalk cliff collapses in England and France—case studies and physical model experiments , 2015, Landslides.

[45]  Matthew J. Lato,et al.  Rock bench: Establishing a common repository and standards for assessing rockmass characteristics using LiDAR and photogrammetry , 2013, Comput. Geosci..

[46]  John-Paul Latham,et al.  Developments in the Assessment of In-situ Block Size Distributions of Rock Masses , 1999 .

[47]  Riccardo Salvini,et al.  Use of Digital Terrestrial Photogrammetry in rocky slope stability analysis by Distinct Elements Numerical Methods , 2011 .

[48]  D. Stead,et al.  Close-range terrestrial digital photogrammetry and terrestrial laser scanning for discontinuity characterization on rock cuts , 2009 .

[49]  Houquan Zhang,et al.  Evolution of blast-induced rock damage and fragmentation prediction , 2009 .

[50]  S. V. Crum Fractal concepts applied to bench-blast fragmentation , 1990 .

[51]  M. Jaboyedoff,et al.  An attempt to refine rockfall hazard zoning based on the kinetic energy, frequency and fragmentation degree , 2005 .

[52]  E. Perfect,et al.  Fractal models for the fragmentation of rocks and soils: a review , 1997 .

[53]  Olga Mavrouli,et al.  Experimental study on rockfall fragmentation: in situ test design and first results , 2016 .

[54]  Roberto Tomás,et al.  Characterization of rock slopes through slope mass rating using 3D point clouds , 2016 .

[55]  Yongfu Xu,et al.  Approach to the Weibull modulus based on fractal fragmentation of particles , 2016 .

[56]  Giovanni B. Crosta,et al.  Key Issues in Rock Fall Modeling, Hazard and Risk Assessment for Rockfall Protection , 2015 .

[57]  O. Korup,et al.  Giant rockslides from the inside , 2014 .

[58]  V. Kuznetsov,et al.  The mean diameter of the fragments formed by blasting rock , 1973, Soviet mining science.

[59]  Yoichi Okura,et al.  The effects of rockfall volume on runout distance , 2000 .

[60]  T. Hudaverdi,et al.  Investigation of the blast fragmentation using the mean fragment size and fragmentation index , 2012 .

[61]  Giovanni B. Crosta,et al.  Integrating rockfall risk assessment and countermeasure design by 3D modelling techniques , 2009 .

[62]  W.C.B. Gates,et al.  Comparison of Standard Structural Mapping Results to 3-D Photogrammetric Model Results: Boundary Transformer Banks Rockfall Mitigation Project, Metaline Falls, Washington , 2012 .

[63]  Adrián J. Riquelme,et al.  A new approach for semi-automatic rock mass joints recognition from 3D point clouds , 2014, Comput. Geosci..

[64]  B. Hardin,et al.  Crushing of Soil Particles , 1985 .

[65]  J. Rostami,et al.  Evaluation of Fragments from Disc Cutting of Dry and Saturated Sandstone , 2014, Rock Mechanics and Rock Engineering.

[66]  W. Haneberg,et al.  Photogrammetric And LiDAR 3-D Rock Slope Discontinuity Mapping And Interpretation Surveys to Improve Baseline Information For Supporting Design And Construction of Capital Improvement Projects At Hydroelectric Facilities , 2011 .

[67]  S. Leroueil,et al.  Fragmentation energy in rock avalanches , 2006 .

[68]  Peter Molnar,et al.  Tectonics, fracturing of rock, and erosion , 2007, Journal of Geophysical Research.

[69]  F. Agliardi,et al.  High resolution three-dimensional numerical modelling of rockfalls , 2003 .

[70]  Wu Qiong,et al.  Mean particle size prediction in rock blast fragmentation using neural networks , 2010 .

[71]  Mark S. Diederichs,et al.  Characterizing block geometry in jointed rockmasses , 2006 .

[72]  P. Moser,et al.  Size distribution functions for rock fragments , 2014 .

[73]  Donald L. Turcotte,et al.  Fractals and fragmentation , 1986 .

[74]  H. Mansouri,et al.  A rock engineering systems based model to predict rock fragmentation by blasting , 2013 .

[75]  A. K. Raina,et al.  Parametric study to develop guidelines for blast fragmentation improvement in jointed and massive formations , 2004 .