On prediction of slope failure time with the inverse velocity method

References

• Amiri, G. G., A. A. Rad, S. Aghajari, and N. K. Hazaveh. 2012. “Generation of Near-Field Artificial Ground Motions Compatible with Median-Predicted Spectra Using PSO-Based Neural Network and Wavelet Analysis.” Computer-Aided Civil and Infrastructure Engineering 27 (9): 711–730. doi:10.1111/j.1467-8667.2012.00783.x.
   Web of Science ®Google Scholar
• Borgatti, L., A. Corsini, M. Barbieri, G. Sartini, G. Truffelli, G. Caputo, and C. Puglisi. 2006. “Large Reactivated Landslides in Weak Rock Masses: A Case Study from the Northern Apennines (Italy).” Landslides 3 (2): 115–124. doi:10.1007/s10346-005-0033-9.
   Web of Science ®Google Scholar
• Borsetto, M., A. Frassoni, G. La Barbera, M. Fanelli, G. Giuseppetti, and G. Mazzà. 1991. “An Application of Voi Zhou ght Empirical Model for the Prediction of Soil and Rock Instabilities.” In Proceedings of the 7th International Symposium on Landslides, Christchurch, edited by D. H. Bell, and A. A. Balkema, 335–341. Rotterdam: International symposium on landslides.
   Google Scholar
• Brown, D. E. 2014. “The Hessian Matrix: Eigenvalues, Concavity, and Curvature.” Brigham Young University-Idaho, April 21. Accessed January 21 2022. https://www.iith.ac.in/~ashok/Maths_Lectures/TutorialB/Hessian_Examples.pdf.
   Google Scholar
• Brown, I., M. Hittinger, and R. Goodman. 1980. “Finite Element Study of the Nevis Bluff (New Zealand) Rock Slope Failure.” Rock Mechanics Felsmechanik Mecanique des Roches 12 (3-4): 231–245. doi:10.1007/BF01251027.
   Google Scholar
• Cahill, J., and M. Lee. 2006. “Ground Control at Leinster Nickel Operations.” Journal of the South African Institute of Mining and Metallurgy 106 (7): 471–478.
   Google Scholar
• Carey, J. M., R. Moore, D. Petley, H. J. Siddle, R. McInnes, J. Jakeways, H. Fairbank, and E. Mathie. 2007. “Pre-Failure Behaviour of Slope Materials and Their Significance in the Progressive Failure of Landslides.” In Landslides and Climate Change: Challenges and Solutions, edited by R. Mclnnes, J. Jakeways, H. Fairbank, and E. Mathie, 207–215. London: Taylor & Francis.
   Google Scholar
• Carlà, T., E. Intrieri, F. D. Traglia, T. Nolesini, G. Gigli, and N. Casagli. 2017. “Guidelines on the Use of Inverse Velocity Method as a Tool for Setting Alarm Thresholds and Forecasting Landslides and Structure Collapses.” Landslides 14 (2): 517–534. doi:10.1007/s10346-016-0731-5.
   Web of Science ®Google Scholar
• Cascini, L., S. Cuomo, A. D. Mauro, M. D. Natale, S. D. Nocera, and F. Matano. 2021. “Multidisciplinary Analysis of Combined Flow-Like Mass Movements in a Catchment of Southern Italy.” Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 15 (1): 41–58. doi:10.1080/17499518.2019.1674339.
   Google Scholar
• Ciarlet, P. G. 1989. Introduction to Numerical Linear Algebra and Optimisation. Cambridge: Cambridge University Press. doi:10.1017/9781139171984.
   Google Scholar
• Crosta, G. B., and F. Agliardi. 2002. “How to Obtain Alert Velocity Thresholds for Large Rockslides.” Physics and Chemistry of the Earth, Parts A/B/C 27 (36): 1557–1565. doi:10.1016/S1474-7065(02)00177-8.
   Web of Science ®Google Scholar
• Crosta, G. B., and F. Agliardi. 2003. “Failure Forecast for Large Rock Slides by Surface Displacement Measurements.” Canadian Geotechnical Journal 40 (1): 176–191. doi:10.1139/T02-085.
   Web of Science ®Google Scholar
• Cruden, D. M., and S. Masoumzadeh. 1987. “Accelerating Creep of the Slopes of a Coal Mine.” Rock Mechanics and Rock Engineering 20 (2): 123–135. doi:10.1007/BF01410043.
   Web of Science ®Google Scholar
• D’Elia, B., L. Picarelli, S. Leroueil, and J. Vaunat. 1998. “Geotechnical Characterisation of Slope Movements in Structurally Complex Clay Soils and Stiff Jointed Clays.” Rivista Italiana di Geotecnica 32 (3): 5–47.
   Google Scholar
• Depina, I., S. Jain, S. M. Valsson, and H. Gotovac. 2022. “Application of Physics-Informed Neural Networks to Inverse Problems in Unsaturated Groundwater Flow.” Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 16 (1): 21–36. doi:10.1080/17499518.2021.1971251.
   Google Scholar
• Dick, G. J., E. Eberhardt, A. G. Cabrejo-Liévano, D. Stead, and N. D. Rose. 2015. “Development of an Early-warning Time-of-failure Analysis Methodology for Open-pit Mine Slopes Utilizing Ground-based Slope Stability Radar Monitoring Data.” Canadian Geotechnical Journal 52 (4): 515–529. doi:10.1139/cgj-2014-0028.
   Web of Science ®Google Scholar
• Dixon, N., R. Hill, and J. Kavanagh. 2003. “Acoustic Emission Monitoring of Slope Instability: Development of an Active Waveguide System.” Proceedings of the Institution of Civil Engineers – Geotechnical Engineering 156 (2): 83–95. doi:10.1680/geng.2003.156.2.83.
   Web of Science ®Google Scholar
• Dorigo, M., V. Maniezzo, and A. Colorni. 1991. “Positive Feedback as a Search Strategy.” Technical Report, 91-016.
   Google Scholar
• Eberhart, R., and J. Kennedy. 1995. “A New Optimizer Using Particle Swarm Theory.” In MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science, edited by Nagoya Municipal Industrial Research Institute, 39–43. Nagoya: Institute of Electrical and Electronics Engineers. doi:10.1109/MHS.1995.494215.
   Google Scholar
• Fan, X., Q. Xu, J. Liu, S. S. Subramanian, and L. Zhou. 2019. “Successful Early Warning and Emergency Response of a Disastrous Rockslide in Guizhou Province, China.” Landslides 16 (12): 2445–2457. doi:10.1007/s10346-019-01269-6.
   Web of Science ®Google Scholar
• Federico, A., M. Popescu, G. Elia, C. Fidelibus, G. Internò, and A. Murianni. 2012. “Prediction of Time to Slope Failure: A General Framework.” Environmental Earth Sciences 66 (1): 245–256. doi:10.1007/s12665-011-1231-5.
   Web of Science ®Google Scholar
• Fujisawa, K., G. Marcato, Y. Nomura, and A. Pasuto. 2010. “Management of a Typhoon-Induced Landslide in Otomura (Japan).” Geomorphology 124 (3-4): 150–156. doi:10.1016/j.geomorph.2010.09.027.
   Web of Science ®Google Scholar
• Fukuzono, T. 1985. “A New Method for Predicting the Failure Time of a Slope.” In Proceedings of the 4th International Conference and Field Workshop on Landslides, edited by Japan Landslide Society, 145–150. Tokyo: Tokyo University Press.
   Google Scholar
• Gao, W. 2014. “Forecasting of Landslide Disasters Based on Bionics Algorithm (Part 1: Critical Slip Surface Searching).” Computers and Geotechnics 61: 370–377. doi:10.1016/j.compgeo.2014.06.007.
   Web of Science ®Google Scholar
• Ge, Q., H. Y. Sun, Z. Q. Liu, B. B. Yang, S. Lacasse, and F. Nadim. 2021. “A Novel Approach for Displacement Interval Forecasting of Landslides with Step-Like Displacement Pattern.” Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 9: 1–15. doi:10.1080/17499518.2021.1892769.
   Google Scholar
• Gigli, G., R. Fanti, P. Canuti, and N. Casagli. 2011. “Integration of Advanced Monitoring and Numerical Modeling Techniques for the Complete Risk Scenario Analysis of Rockslides: The Case of Mt. Beni (Florence, Italy).” Engineering Geology 120 (1-4): 48–59. doi:10.1016/j.enggeo.2011.03.017.
   Web of Science ®Google Scholar
• Hancox, G. T. 2008. “The 1979 Abbotsford Landslide, Dunedin, New Zealand: A Retrospective Look at Its Nature and Causes.” Landslides 5 (2): 177–188. doi:10.1007/s10346-007-0097-9.
   Web of Science ®Google Scholar
• Harries, N., D. Noon, and K. Rowley. 2006. “Case Studies of Slope Stability Radar Used in Open Cut Mines.” In Stability of Rock Slopes in Open Pit Mining and Civil Engineering Situations, edited by T. R. Stacey, 335–342. Johannesburg: South African Institute of Mining and Metallurgy.
   Google Scholar
• Hayashi, S., B. W. Park, F. Komamura, and T. Yamamori. 1988. “On the Forecast of Time to Failure of Slope (II).” Landslides 25 (3): 11–16_1. doi:10.3313/jls1964.25.3_11.
   Google Scholar
• Intrieri, E., F. Raspini, A. Fumagalli, P. Lu, S. Del Conte, P. Farina, J. Allievi, A. Ferretti, and N. Casagli. 2018. “The Maoxian Landslide as Seen from Space: Detecting Precursors of Failure with Sentinel-1 Data.” Landslides 15 (1): 123–133. doi:10.1007/s10346-017-0915-7.
   Web of Science ®Google Scholar
• Iovine, G., O. Petrucci, V. Rizzo, and C. Tansi. 2006. “The March 7th 2005 Cavallerizzo (Cerzeto) Landslide in Calabria-Southern Italy.” In Proceedings of the 10th IAEG Congress, edited by M. G. Culshaw, H. J. Reeves, I. Jefferson, and T. W. Spink, 785. Nottingham: Geological Society of London.
   Google Scholar
• Juang, C. H., S. Khoshnevisan, and J. Zhang. 2015. “Maximum Likelihood Principle and Its Application in Soil Liquefaction Assessment.” In Risk and Reliability in Geotechnical Engineering, edited by K. K. Phoon, and J. Ching, 181–219. New York: CRC Press.
   Google Scholar
• Kayesa, G. 2006. “Prediction of Slope Failure at Letlhakane Mine with the Geomos Slope Monitoring System.” In Stability of Rock Slopes in Open Pit Mining and Civil Engineering Situations, edited by T. R. Stacey, 605–622. Johannesburg: South African Institute of Mining and Metallurgy.
   Google Scholar
• Kilburn, C. R., and D. N. Petley. 2003. “Forecasting Giant, Catastrophic Slope Collapse: Lessons from Vajont, Northern Italy.” Geomorphology 54 (1-2): 21–32. doi:10.1016/S0169-555X(03)00052-7.
   Web of Science ®Google Scholar
• Kim, T. H., D. M. Cruden, C. D. Martin, C. R. Froese, and A. J. Morgan. 2010. “Landslide Movements and Their Characteristics, Town of Peace River, Alberta.” In Proceedings of the 63rd Canadian Geotechnical Conference and 6th Canadian Permafrost Conference, edited by C. Kwok, B. Moorman, R. Armstrong, and J. Henderson, 12–15. Calgary: Canadian Geotechnical Society and Canadian National Committee for the International Permafrost Association.
   Google Scholar
• Kwan, D. 1971. “Observations of the Failure of a Vertical Cut in Clay at Welland, Ontario.” Canadian Geotechnical Journal 8 (2): 283–298. doi:10.1139/t71-024.
   Google Scholar
• Li, X., J. Kong, and Z. Wang. 2012. “Landslide Displacement Prediction Based on Combining Method with Optimal Weight.” Natural Hazards 61 (2): 635–646. doi:10.1007/s11069-011-0051-y.
   Web of Science ®Google Scholar
• Li, M., L. Zhang, C. Ding, W. Li, H. Luo, M. Liao, and Q. Xu. 2020. “Retrieval of Historical Surface Displacements of the Baige Landslide from Time-Series SAR Observations for Retrospective Analysis of the Collapse Event.” Remote Sensing of Environment 240: 111695. doi:10.1016/j.rse.2020.111695.
   Web of Science ®Google Scholar
• Loew, S., S. Gschwind, V. Gischig, A. Keller-Signer, and G. Valenti. 2017. “Monitoring and Early Warning of the 2012 Preonzo Catastrophic Rockslope Failure.” Landslides 14 (1): 141–154. doi:10.1007/s10346-016-0701-y.
   Web of Science ®Google Scholar
• Lu, G. F. 1994. “Formation and Monitoring and Forecast of Jimingsi Landslide.” The Chinese Journal of Geological Hazard and Control 5 (S): 376–383. doi:10.16031/j.cnki.issn.1003-8035.1994.s1.061.
   Google Scholar
• Manconi, A., and D. Giordan. 2016. “Landslide Failure Forecast in Near-Real-Time.” Geomatics, Natural Hazards and Risk 7 (2): 639–648. doi:10.1080/19475705.2014.942388.
   Web of Science ®Google Scholar
• Mei, Q. 2001. “Forming Conditions and Sliding Mechanism of Switch Yard Slope at Tianhuangping Power Station.” Chinese Journal of Rock Mechanics and Engineering 20 (1): 25–28. doi:10.3321/j.issn:1000-6915.2001.01.006.
   Google Scholar
• Moretto, S., F. Bozzano, C. Esposito, P. Mazzanti, and A. Rocca. 2017. “Assessment of Landslide Pre-Failure Monitoring and Forecasting Using Satellite SAR Interferometry.” Geosciences 7 (2): 36. doi:10.3390/geosciences7020036.
   Web of Science ®Google Scholar
• Okamoto, T., J. O. Larsen, S. Matsuura, S. Asano, Y. Takeuchi, and L. Grande. 2004. “Displacement Properties of Landslide Masses at the Initiation of Failure in Quick Clay Deposits and the Effects of Meteorological and Hydrological Factors.” Engineering Geology 72 (3-4): 233–251. doi:10.1016/j.enggeo.2003.09.004.
   Web of Science ®Google Scholar
• Pascanu, R., Y. N. Dauphin, S. Ganguli, and Y. Bengio. 2014. “On the Saddle Point Problem for Non-Convex Optimization.” Technical Report Arxiv 1405: 4604. doi:10.48550/arXiv.1405.4604.
   Google Scholar
• Petley, D. N. 2004. “The Evolution of Slope Failures: Mechanisms of Rupture Propagation.” Natural Hazards and Earth System Sciences 4 (1): 147–152. doi:10.5194/nhess-4-147-2004.
   Web of Science ®Google Scholar
• Petley, D. N., M. H. Bulmer, and W. Murphy. 2002. “Patterns of Movement in Rotational and Translational Landslides.” Geology 30 (8): 719–722. doi:10.1130/0091-7613(2002)030<0719:POMIRA>2.0.CO;2.
   Web of Science ®Google Scholar
• Rochet, L. 1992. “Auscultation-Diagnostic-Surveillance.” Bulletin of Engineering Geology and the Environment 45 (1): 41–55. doi:10.1007/BF02594902.
   Google Scholar
• Rose, N. D., and O. Hungr. 2007. “Forecasting Potential Rock Slope Failure in Open Pit Mines Using the Inverse-Velocity Method.” International Journal of Rock Mechanics and Mining Sciences 44 (2): 308–320. doi:10.1016/j.ijrmms.2006.07.014.
   Web of Science ®Google Scholar
• Royán, M. J., A. Abellán, and J. M. Vilaplana. 2015. “Progressive Failure Leading to the 3 December 2013 Rockfall at Puigcercós Scarp (Catalonia, Spain).” Landslides 12 (3): 585–595. doi:10.1007/s10346-015-0573-6.
   Web of Science ®Google Scholar
• Saito, M. 1969. “Forecasting Time of Slope Failure by Tertiary Creep.” In Proceedings of the 7th International Conference on Soil Mechanics and Foundation Engineering, edited by Sociedad Mexicana de Mecanica de Suelos, 677–683. Mexico City: International Society of Soil Mechanics and Foundation Engineering.
   Google Scholar
• Saito, M. 1979. Evidential Study on Forecasting Occurrence of Slope Failure. Yerevan: Armenian Academy of Science.
   Google Scholar
• Scales, L. E. 1985. Introduction to Non-Linear Optimization. London: Macmillan International Higher Education.
   Google Scholar
• Segalini, A., A. Valletta, and A. Carri. 2018. “Landslide Time-of-failure Forecast and Alert Threshold Assessment: A Generalized Criterion.” Engineering Geology 245: 72–80. doi:10.1016/j.enggeo.2018.08.003.
   Web of Science ®Google Scholar
• Skempton, A. W. 1977. “Slope Stability of Cuttings in Brown London Clay.” In Proceedings of the 9th International Conference on Soil Mechanics and Foundation Engineering, 261–270. Tokyo: International Society of Soil Mechanics and Foundation Engineering.
   Google Scholar
• Sornette, D., A. Helmstetter, J. V. Andersen, S. Gluzman, J. R. Grasso, and V. Pisarenko. 2004. “Towards Landslide Predictions: Two Case Studies.” Physica A: Statistical Mechanics and Its Applications 338 (3-4): 605–632. doi:10.1016/j.physa.2004.02.065.
   Web of Science ®Google Scholar
• Suwa, H., T. Mizuno, and T. Ishii. 2010. “Prediction of a Landslide and Analysis of Slide Motion with Reference to the 2004 Ohto Slide in Nara, Japan.” Geomorphology 124 (3-4): 157–163. doi:10.1016/j.geomorph.2010.05.003.
   Web of Science ®Google Scholar
• Szu, H. H., and R. L. Hartley. 1987. “Nonconvex Optimization by Fast Simulated Annealing.” Proceedings of the IEEE 75 (11): 1538–1540. doi:10.1109/PROC.1987.13916.
   Web of Science ®Google Scholar
• Terzaghi, K. 1950. “Mechanism of Landslides.” In Application of Geology to Engineering Pratice (Berkeley Volume), edited by S. Paige, 83–123. Washington, DC: Geological Society of America.
   Google Scholar
• Valletta, A., A. Carri, and A. Segalini. 2021. “Definition and Application of a Multi-Criteria Algorithm to Identify Landslide Acceleration Phases.” Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, doi:10.1080/17499518.2021.1952610.
   Google Scholar
• Venter, J., A. Kuzmanovic, and S. D. N. Wessel. 2013. “An Evaluation of the CUSUM and Inverse Velocity Methods of Failure Prediction Based on Two Open Pit Instabilities in the Pilbara.” In Slope Stability, edited by P. M. Dight, 1061–1076. Perth: Australian Centre for Geomechanics.
   Google Scholar
• Voight, B. 1988. “A Method for Prediction of Volcanic Eruptions.” Nature 332 (6160): 125–130. doi:10.1038/332125a0.
   Web of Science ®Google Scholar
• Wang, D. D. 2018. “Landslide Forecast Based on Numerical Simulation and Statistical Physics.” Journal of Harbin University of Commerce (Natural Sciences Edition) 34 (3): 333–337. doi:10.19492/j.cnki.1672-0946.2018.03.018.
   Google Scholar
• Wang, Q., and P. Owens. 2021. “Reliability-Based Design Optimisation of Geotechnical Systems Using a Decoupled Approach Based on Adaptive Metamodels.” Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, doi:10.1080/17499518.2021.1884884.
   Google Scholar
• Xu, B., and M. R. Li. 1986. “Study on the Compound Failure Type of Landslide Overturning and Slipping in the Western Area of Hanging Wall in Jinchuan Open-Pit Mine.” In Typical Landslides in China, edited by Ground Rock Engineering Professional Committee of Chinese Society for Rock Mechanics and Engineering, and Engineering Geology Professional Committee of Geological Society of China, 109–116. Beijing: Science Press.
   Google Scholar
• Xu, Q., D. Peng, S. Zhang, X. Zhu, C. He, X. Qi, K. Zhao, D. Xiu, and N. Ju. 2020. “Successful Implementations of a Real-Time and Intelligent Early Warning System for Loess Landslides on the Heifangtai Terrace, China.” Engineering Geology 278: 105817. doi:10.1016/j.enggeo.2020.105817.
   Web of Science ®Google Scholar
• Xu, Q., Y. Yuan, Y. Zeng, and R. Hack. 2011. “Some New Pre-Warning Criteria for Creep Slope Failure.” Science China Technological Sciences 54 (S1): 210–220. doi:10.1007/s11431-011-4640-5.
   Google Scholar
• Xue, L., S. Qin, P. Li, G. Li, I. A. Oyediran, and X. Pan. 2014. “New Quantitative Displacement Criteria for Slope Deformation Process: From the Onset of the Accelerating Creep to Brittle Rupture and Final Failure.” Engineering Geology 182: 79–87. doi:10.1016/j.enggeo.2014.08.007.
   Web of Science ®Google Scholar
• Zhang, J., Z. P. Wang, G. D. Zhang, and Y. D. Xue. 2020. “Probabilistic Prediction of Slope Failure Time.” Engineering Geology 271: 105586. doi:10.1016/j.enggeo.2020.105586.
   Web of Science ®Google Scholar
• Zhang, J., T. Xiao, J. Ji, P. Zeng, and Z. J. Cao. 2021. Geotechnical Reliability Analysis: Theories, Methods, and Algorithms. Shanghai: Tongji University Press.
   Google Scholar
• Zhao, J., Z. P. Wang, J. Z. Hu, L. N. Ma, and J. Zhang. 2021. “Probabilistic Forecast of Slope Failure Time Based on Inverse-velocity Method.” Journal of Disaster Prevention and Mitigation Engineering 41 (2): 221–228. doi:10.13409/j.cnki.jdpme.202003020.
   Google Scholar
• Zhou, X.-P., L.-J. Liu, and C. Xu. 2020. “A Modified Inverse-velocity Method for Predicting the Failure Time of Landslides.” Engineering Geology 268: 105521. doi:10.1016/j.enggeo.2020.105521.
   Web of Science ®Google Scholar