Displacement prediction in colluvial landslides, Three Gorges Reservoir, China

Landslides

Volumn 10, Issue 2, 2013, Pages 203-218

  Du, Juan ^a   Yin, Kunlong ^a   Lacasse, Suzanne ^b  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

^b NORWEGIAN GEOTECHNICAL INSTITUTE   (Norway)

Author keywords

Displacement prediction; Landslide; Periodic response; The Three Gorges Reservoir; Time series

Indexed keywords

BACKPROPAGATION; FORECASTING; LANDSLIDES; PRECIPITATION (METEOROLOGY); TIME SERIES;

BACK PROPAGATION NEURAL NETWORKS; DISPLACEMENT PREDICTION; EARLY WARNING SYSTEM; GEOLOGICAL CONDITIONS; PERIODIC RESPONSE; SEASONAL FLUCTUATIONS; THREE GORGES RESERVOIR; TIME SERIES MODELING;

PREDICTIVE ANALYTICS;

ARTIFICIAL NEURAL NETWORK; DAMAGE; DEFORMATION; DISPLACEMENT; EARLY WARNING SYSTEM; HAZARD ASSESSMENT; LANDSLIDE; NUMERICAL MODEL; PERIODICITY; PREDICTION; RESERVOIR; SEASONAL VARIATION; TIME SERIES;

CHINA; THREE GORGES RESERVOIR;

EID: 84875745023     PISSN: 1612510X     EISSN: 16125118     Source Type: Journal    
DOI: 10.1007/s10346-012-0326-8     Document Type: Article

References (35)

1. Brunsden D (2001) A critical assessment of the sensitivity concept in geomorphology. Catena 42: 99-123. doi: 10. 1016/S0341-8162(00)00134-X.
2. Biswajeet P, Saro L (2010) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. Environ Earth Sci 60: 1037-1054. doi: 10. 1007/s12665-009-0245-8.
3. Breth H (1967) The dynamic of a landslide produced by filling a reservoir. 9th International Congress on Large Dams, Istanbul, pp 37-45.
4. Corominas J, Moya J (1999) Reconstructing recent landslide activity in relation to rainfall in the Llobregat River basin, Eastern Pyrenees, Spain. Geomorphol 30: 79-93.
5. Coe JA, Ellis WL, Godt JW et al (2003) Seasonal movement of the Slumgullion landslide determined from Global Positioning System surveys and field instrumentation, July 1998-March 2002. Eng Geol 68: 67-101.
6. Chen LX, Yin KL, Liu LL et al (2008) Analysis of relationship between landslide and rainfall in Jiangxi Province. Rock Soil Mech 29: 1114-1120.
7. Chai B, Yin KL, Jian WX et al (2008) Deep stability analysis of typical reservoir bank in Badong county. Rock Soil Mech 29: 379-384.
8. Chen MD, Wang LS (1988) A prediction method by grey system for slope deformation and failure. In: Proceedings of the 5th International Symposium on Landslides. Lausamme 1: 577-582.
9. Dong H, Fu HL, Leng WM (2007) Nonlinear combination predicting based on support vector machines for landslide deformation. J China Railw Soc 20: 132-136.
10. Dai FC, Lee CF (2001) Frequency-volume relation and prediction of rainfall-induced landslides. Eng Geol 59: 253-266.
11. Federico A, Popescu M, Fidelibus C et al (2004) On the prediction of the time of occurrence of a slope failure: a review. In: Proceedings of the 9th International Symposium on Landslides, Rio de Janeiro. Taylor and Francis, London 2: 979-983.
12. Fukuzono T (1990) Recent studies on time prediction of slope failure. Landslide News 4: 9-12.
13. Hayashi S, Komamura F, Park B et al (1988) On the forecast of time to failure of slope (II)-approximate forecast in the early period of the tertiary creep. J Jpn Landslide Soc 23: 1-16.
14. Hilley GE, Bürgmann R, Ferretti A et al (2004) Dynamics of slow-moving landslides from permanent scatterer analysis. Science 304: 1952-1955.
15. He KQ, Bai JY, Wang SJ (2005) Analysis of displacement dynamic features of colluvial landslide induced by rainfall. Rock Soil Mech 26: 705-709.
16. Hecht-Nielsen R (1989) Theory of the backpropagation neural network. Neural Networks, IJCNN. International Joint Conference on Neural Networks, 22 June, 1989: 593-605. doi: 10. 1109/IJCNN. 1989. 118638.
17. Keefer DK, Wilson RC, Mark RK et al (1987) Real-time landslide warning during heavy rainfall. Science 238: 921-925.
18. Liu JG, Mason PJ, Clerici N et al (2004) Landslide hazard assessment in the Three Gorges area of the Yangtze River using ASTER imagery: Zigui-Badong. Geomorphol 61: 171-187. doi: 10. 1016/j. geomorph. 2003. 12. 004.
19. Li T, Chen M, Wang L, Zhou Y (1996) Time prediction of landslide using Verhulst inverse-function model. In: Proceedings 7th International Symposium on Landslides. Trondheim 2: 1289-1293.
20. Mayoraz F, Vulliet L (2002) Neural networks for slope movement prediction. Int J Geomech 2: 153-173. doi: 10. 1080/15323640208500177.
21. Petley DN, Allison RJ (1997) The mechanics of deep-seated landslides. Earth Surf Proc Landforms 22: 747-758.
22. Petley DN, Bulmer MH, Murphy W (2002) Patterns of movement in rotational and translational landslides. Geol 30: 719-722.
23. Picarelli L, Urciuoli S, Russo C (2000) Mechanics of slope deformation and failure in stiff clays and clay shales as a consequence of pore pressure fluctuation. In: Proceedings 8th International Symposium on Landslides, Cardiff 4: 34.
24. Pradhan B, Buchroithner MF (2010) Comparison and validation of landslide susceptibility maps using an artificial neural network model for three test areas in Malaysia. Environ Eng Geosci 16: 107-126.
25. Pan HY (2006) Time series analysis. University of International Business and Economics, Beijing, pp 48-52.
26. Ran YF, Xiong GC, Li SS, Ye LY (2010) Study on deformation prediction of landslide based on genetic algorithm and improved BP neural network. Kybrtn 39: 1245-1254. doi: 10. 1108/03684921011063529.
27. Saito M (1965) Forecasting the time of occurrence of a slope failure. In: Proceedings of the 6th International Conference on Soil Mechanics and Foundation Engineering. Montreal 2: 537-541.
28. Sassa K, Luciano P, Yin YP (2009) Monitoring, prediction and early warning. In: 1st World Landslide Forum, NOV 18-21, 2008 United Nat. Univ., Tokyo, Japan. Landslides - Disaster Risk Reduction 351-375.
29. Voight B (1988) A method for prediction of volcanic eruption. Nature 332: 125-130. doi: 10. 1038/332125a0.
30. Voight B (1989) A relation to describe rate-dependent material failure. Science 243: 200-203. doi: 10. 1126/science. 243. 4888. 200.
31. Wang FW, Zhang YM, Huo ZT et al (2004) The July 14, 2003 Qianjiangping landslide, Three Gorges Reservoir, China. Landslides 1: 157-162. doi: 10. 1007/s10346-004-0020-6.
32. Wang FW, Wang G, Sassa K et al (2005) Displacement monitoring and physical exploration on the Shuping Landslide reactivated by impoundment of the Three Gorges Reservoir. Landslides: Risk Analysis and Sustainable Disaster Management, China, pp 313-319.
33. Wang JF (2003) Quantitative prediction of landslide using S-curve. Chin J Geol Hazard Control 14: 1-8.
34. Xu Q, Tang MG, Xu KX et al (2008) Research on space-time evolution laws and early warning-prediction of landslides. Chin Journal Rock Mech and Eng 27: 1104-1112.
35. Zhang GR (2005) Spatial prediction and real-time warning of landslides and its risk management based on WEBGIS. China University of Geosciences, Wuhan, pp 54-65.