Abstract
A rock avalanche that destroyed 23 houses and killed 35 people occurred on 28 August 2017, Nayong, SW China. Combined with the dynamic parameters from seismic signal inversion, a discrete element model, MatDEM was used to determine the rock avalanche’s kinematic behavior. Although the dynamic process obtained through inversion will be disturbed by factors, such as rockfall from the source area, by comparing the velocity of rock avalanche versus horizontal distance traveled, the best combination of parameters was selected from different values given. The dynamic process obtained by modeling was compared with the nearest seismometer frequency distribution spectrum, showing that the dynamic process is in good agreement with those parameters inverted from seismic signals. The simulation results show that the movement process lasted for nearly 40 s, with a maximum speed of 40 m/s. This model of selecting parameters contributes to explain the dynamic processes of similar rock avalanche more accurately and is of great significance to the hazard prediction in the karst area.
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References
Allstadt K (2013) Extracting source characteristics and dynamics of the August 2010 Mount Meager landslide from broadband seismograms. J Geophys Res Earth Surf 118(3):1472–1490
An H, Ouyang C, Zhao C, Zhao W (2020) Landslide dynamic process and parameter sensitivity analysis by discrete element method: the case of Turnoff Creek rock avalanche. J Mt Sci 17:1581–1595
Aster RC, Borchers B, Thurber CH (2005) Parameter estimation and inverse problems. Elsevier, Amsterdam
Cagnoli B, Piersanti A (2015) Grain size and flow volume effects on granular flow mobility in numerical simulations: 3-D discrete elements modeling of flows of angular rock fragments. J Geophys Res Solid Earth 120:2350–2366
Chen H, Lee CF (2000) Numerical simulation of debris flows. Can Geotech J 37(1):146–160
Coe JA, Bessette-Kirton EK, Geertsema M (2018) Increasing rock-avalanche size and mobility in Glacier Bay National Park and Preserve, Alaska detected from 1984 to 2016 Landsat imagery. Landslides 15(3):393–407
Corominas J (1996) The angle of reach as a mobility index for small and large landslides. Can Geotech J 33(2):260–271
Crosta GB, Imposimato S, Roddeman DG (2003) Numerical modelling of large landslides stability and runout. Nat Hazards Earth Syst Sci 3(6):523–538
Cruden DM, Varnes DJ (1996) Landslide types and processes. Landslides investigation and mitigation, transportation research board special report 247. National Research Council, National Academy Press, Washington, D.C., pp 36–75
Cundall P, Strack O (1979) A discrete element model for granular assemblies. Geotechnique 29(1):47–65
Dammeier F, Moore JR, Haslinger F, Loew S (2011) Characterization of alpine rockslides using statistical analysis of seismic signals. J Geophys Res 116:F04024
Denlinger RP, Iverson RM (2004) Granular avalanches across irregular three-dimensional terrain: 1. Theory and computation. J Geophys Res Earth Surf 109(F1):1–14
Deparis J, Jongmans D, Cotton F, Baillet L, Thouvenot F, Hantz D (2008) Analysis of rock-fall and rock-fall avalanche seismograms in the French Alps. Bull Seismol Soc Am 98(4):1781–1796
Eissler HK, Kanamori H (1987) A single-force model for the 1975 Kalapana, Hawaii, earthquake. J Geophys Res 92(B6):4827–4836
Ekström G, Stark CP (2013) Simple scaling of catastrophic landslide dynamics. Science 339(6126):1416–1419
Fan XM, Xu Q, Scaringi G, Zheng G, Huang RQ, Dai LX, Ju YZ (2018) The “long” runout rock avalanche in Pusa, China, on August 28, 2017: a preliminary report. Landslides 16(1):139–154
Fukao K (1995) Single force representation of earthquakes due to landslides or the collapse of caverns. Geophys J Int 122:243–248
Gattinoni P, Scesi L, Arieni L, Canavesi M (2012) The February (2010) large landslide at Maierato, Vibo Valentia, Southern Italy. Landslides 9(2):255–261
Guthrie RH, Evans SG, Catane SG, Zarco MA, Saturay R Jr (2009) The 17 February 2006 rock slide-debris avalanche at Guinsaugon Philippines: a synthesis. Bull Eng Geol Environ 68:201–213
He K, Chen C, Li B (2019) Case study of a rockfall in Chongqing, China: movement characteristics of the initial failure process of a tower-shaped rock mass. Bull Eng Geol Environ 78:3295–3303
Hibert C, Mangeney A, Grandjean G, Shapiro NM (2011) Slope instabilities in Dolomieu crater, Reunion Island: from seismic signals to rockfall characteristics. J Geophys Res 116:F04032
Hibert C, Ekström G, Stark CP (2014a) Dynamics of the Bingham Canyon Mine landslides from seismic signal analysis. Geophys Res Lett 41:4535–4541
Hibert C, Mangeney A, Grandjean G, Baillard C, Rivet D, Shapiro NM, Satriano C, Maggi A, Boissier P, Ferrazzini V, Crawford W (2014b) Automated identification, location, and volume estimation of rockfalls at Piton de la Fournaise volcano. J Geophys Res Earth Surf 119:1082–1105
Huang QH, Cai YL (2007) Spatial pattern of Karst rock desertification in the Middlle of Guizhou Province, Southwestern China. Environ Geol 52:1325–1330
Huang NE, Shen Z, Long SR, Wu MLC, Shih HH, Zheng QN, Yen NC, Tung CC, Liu HH (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc A 454(1971):903–995
Hungr O (1995) A model for the runout analysis of rapid flow slides, debris flows, and avalanches. Can Geotech J 32(4):610–623
Hungr O, Evans SG (2004) Entrainment of debris in rock avalanches: an analysis of a long runout mechanism. Bull Geol Soc Am 116:1240–1252
Hungr O, Evans SG, Bovis MJ, Hutchinson JN (2001) A review of the classification of landslides of the flow type. Environ Eng Geosci 7(3):221–238
Iverson RM, George DL, Allstadt K, Reid ME, Collins BD, Vallance JW, Schilling SP, Godt JW, Cannon CM, Magirl CS, Baum RL, Coe JA, Schulz WH, Bower JB (2015) Landslide mobility and hazards: implications of the 2014 Oso disaster. Earth Planet Sci Lett 412:197–208
Julian BR, Miller AD, Foulger GR (1998) Non-double couple earthquakes. Rev Geophys 36(4):525–549
Kelfoun K, Druitt TH (2005) Numerical modeling of the emplacement of Socompa rock avalanche, Chile. J Geophys Res 110:B12202
Kennett BLN, Engdahl ER, Buland R (1995) Constraints on seismic velocities in the earth from traveltimes. Geophys J Int 122(1):108–124
Li D, Yan L, Wu L et al (2019) The Hejiapingzi landslide in Weining County, Guizhou Province, Southwest China: a recent slow-moving landslide triggered by reservoir drawdown. Landslides 16:1353–1365
Lin CH, Lin ML (2015) Evolution of the large landslide induced by Typhoon Morakot: a case study in the Butangbunasi River, southern Taiwan using the discrete element method. Eng Geol 197:172–187
Liu C, Pollard DD, Shi B (2013) Analytical solutions and numerical tests of elastic and failure behaviors of close-packed lattice for brittle rocks and crystals. J Geophys Res Solid Earth 118(1):71–82
Liu C, Xu Q, Shi B, Deng S, Zhu H (2017) Mechanical properties and energy conversion of 3D close-packed lattice model for brittle rocks. Comput Geosci 103:12–20
Lu C-Y, Tang C-L, Chan Y-C, Hu J-C, Chi C-C (2014) Forecasting landslide hazard by the 3D discrete elementmethod: a case study of the unstable slope in the Lushan Hot Spring District, Central Taiwan. Eng Geol 183:14–30
Lucas A, Mangeney A, Ampuero JP (2014) Frictional velocity-weakening in landslides on earth and on other planetary bodies. Nat Commun 5:1–9
Mangeney-Castelnau A, Vilotte J-P, Bristeau MO, Perthame B, Bouchut F, Simeoni C, Yerneni S (2003) Numerical modeling of avalanches based on Saint Venant equations using a kinetic scheme. J Geophys Res 108(B11):2527
McDougall S, Hungr O (2005) Dynamic modelling of entrainment in rapid landslides. Can Geotech J 42(5):1437–1448. https://doi.org/10.1139/t05-064
Mollon G, Richefeu V, Villard P, Daudon D (2012) Numerical simulation of rock avalanches: Influence of a local dissipative contact model on the collective behavior of granular flows. J Geophys Res 117:F02036
Moore JR, Pankow KL, Ford SR, Koper KD, Hale JM, Aaron J, Larsen CF (2017) Dynamics of the Bingham Canyon rock avalanches (Utah, USA) resolved from topographic, seismic, and infrasound data. J Geophys Res Earth Surf 122:615–640
Moran SC, Matoza RS, Garces MA, Hedlin MAH, Bowers D, Scott WE, Sherrod DR, Vallance JW (2008) Seismic and acoustic recordings of an unusually large rockfall at Mount St. Helens, Washington. Geophys Res Lett 35(19):116–122
Moretti L, Mangeney A, Capdeville Y, Stutzmann E, Huggel C, Schneider D, Bouchut F (2012) Numerical modeling of the Mount Steller landslide flow history and of the generated long period seismic waves. Geophys Res Lett 39:L16402
Moretti L, Allstadt K, Mangeney A, Capdeville Y, Stutzmann E, Bouchut F (2015) Numerical modeling of the Mount Meager landslide constrained by its force history derived from seismic data. J Geophys Res Solid Earth 120(2579):2599
Ouyang G, Wang J (2010) Mining landscape environmental protection and reservoir recovery scheme of Pusa coal mine in Zhangjiawan town, Nayong county, Guiyang. Report of the Guizhou Dikuang Engineering Investigation Corporation (in Chinese)
Petley DN, Rosser N, Parker R (2009) Quantifying the impacts of landslides on society. EOS Trans Am Geophys Un 90(52, Fall Meet. Suppl.):NH52A-04
Pirulli M, Mangeney A (2008) Results of back-analysis of the propagation of rock avalanches as a function of the assumed rheology. Rock Mech Rock Eng 41(1):59–84
Preh A, Poisel R (2007) 3D modelling of rock mass falls using the Particle Flow Code PFC3D. In: Proceedings of the 11th Congress of the International Society for Rock Mechanics, Lisbon, July 9–13, 2007. Specialized Session S01—Rockfall—Mechanism and Hazard Assessment
Schneider D, Bartlet P, Caplan-Auerbach J, Christen M, Huggel C, McArdell BW (2010) Insights into rock-ice avalanche dynamics by combined analysis of seismic recordings and a numerical avalanche model. J Geophys Res 115:F04026
Stein S, Wysession M (2003) An introduction to seismology, earthquakes, and earth structure. Blackwell, Malden
Steven NW, Simon D (2006) Particulate kinematic simulations of debris avalanches: interpretation of deposits and landslide seismic signals of Mount Saint Helens, 1980 May 18. Int J Geophys 167:991–1004
Suriñach E, Vilajosana I, Khazaradze G, Biescas B, Furdada G, Vilaplana JM (2005) Seismic detection and characterization of landslides and other mass movements. Nat Hazards Earth Syst Sci 5:791–798
Tang CL, Hu JC, Lin ML, Angelier J, Lu CY, Chan YC, Chu HT (2009) The Tsaoling landslide triggered by the Chi-Chi earthquake, Taiwan: insights from a discrete element simulation. Eng Geol 106:1–19
Xing AG, Xu Q, Zhu YQ, Jiang Y (2014a) The August 27, 2014a, rock avalanche and related impulse water waves in Fuquan, Guizhou, China. Landslides 13:411–422
Xing AG, Wang GH, Yin YP, Jiang Y, Wang GZ, Yang SY, Dai DR, Zhu YQ, Dai JA (2014b) Dynamic analysis and field investigation of a fluidized landslide in Guanling, Guizhou, China. Eng Geol 181:1–14
Xing AG, Wang GH, Li B, Jiang Y, Feng Z, Kamai T (2015) Long runout mechanism and landsliding behaviour of a large catastrophic landslide triggered by a heavy rainfall in Guanling, Guizhou, China. Can Geotech J 52:971–981
Xu Q, Fan XM, Huang RQ, Yin YP, Hou SS, Dong XJ, Tang MG (2010) A catastrophic rockslide-debris flow in Wulong, Chongqing, China in 2009: background, characterization, and causes. Landslides 7(1):75–87
Yin YP, Sun P, Zhu JL, Yang SY (2011) Research on catastrophic rock avalanche at Guangling, Guizhou, China. Landslides 8(4):517–525
Zhang M, McSaveney MJ (2017) Rock-avalanche deposits store quantitative evidence on internal shear during runout. Geophys Res Lett 44:8814–8821
Zheng G, Xu Q, Ju YZ, Li WL, Zhou XP, Peng SQ (2018) The Pusacun rock avalanche on August 28, 2017 in Zhangjiawan Nayongxian, Guizhou: characteristics and failure mechanism. J Eng Geol 26(1):223–240 ((in Chinese))
Zhu YQ, Xu SM, Zhuang Y, Dai XJ, Lv G, Xing AG (2019) Characteristics and runout behaviour of the disastrous 28 August 2017 rock avalanche in Nayong, Guizhou, China. Eng Geol 259(201):105154
Zhuang Y, Xu Q, Xing AG (2019) Numerical investigation of the air blast generated by the Wenjia valley rock avalanche in Mianzhu, Sichuan, China. Landslides 16(12):2499–2508
Acknowledgements
This study was supported by the National Key R&D Program of China (2018YFC1504804) and the National Natural Science Foundation of China (No. 41530639). All of the data above for this paper are available in Figshare (figures: http://doi.org/10.6084/m9.figshare.11768808, and tables: http://doi.org/10.6084/m9.figshare.11822199). An additional video is also available in Figshare (http://doi.org/10.6084/m9.figshare.11822094).
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Luo, H., Xing, A., Jin, K. et al. Discrete Element Modeling of the Nayong Rock Avalanche, Guizhou, China Constrained by Dynamic Parameters from Seismic Signal Inversion. Rock Mech Rock Eng 54, 1629–1645 (2021). https://doi.org/10.1007/s00603-021-02363-9
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DOI: https://doi.org/10.1007/s00603-021-02363-9