Susceptibility analysis of large-scale debris flows based on combination weighting and extension methods

Natural Hazards

Volumn 66, Issue 2, 2013, Pages 1073-1100

  Zhang, Wen ^a   Chen, Jian ping ^a   Wang, Qing ^a   An, Yuke ^b   Qian, Xin ^a   Xiang, Liangjun ^a   He, Longxiang ^a  

^a JILIN UNIVERSITY   (China)

^b Survey and Design Institute Co Ltd   (China)

Author keywords

3S technologies; Combination weighting method; Debris flow; Extension method; Hazard assessment; Wudongde Dam site

Indexed keywords

ANALYTICAL HIERARCHY PROCESS; DEBRIS FLOW; GIS; GPS; HAZARD ASSESSMENT; REMOTE SENSING;

CHINA; SICHUAN; WUDONGDE DAM;

EID: 84874211147     PISSN: 0921030X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11069-012-0539-0     Document Type: Article

References (64)

1. Akgun A, Dag S, Bulut F (2008) Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models. Environ Geol 54: 1127-1143.
2. Bisson M, Favalli M, Fornaciai A, Mazzarini F, Isola I, Zanchetta G, Pareschi MT (2005) A rapid method to assess fire-related debris flow hazard in the Mediterranean region: an example from Sicily (southern Italy). Int J Appl Earth Obs Geoinf 7: 217-231.
3. Bollschweiler M, Stoffel M (2010) Tree rings and debris flows: recent developments, future directions. Prog Phys Geogr 34: 625-645.
4. Burton A, Bathurst JC (1998) Physically based modeling of shallow landslide sediment yield at a catchment scale. Environ Geol 35: 89-99.
5. Cai W (1983) The extension set and incompatibility problem. J Sci Explor 1: 81-93.
6. Carrara A, Crosta G, Frattini P (2008) Comparing models of debris-flow susceptibility in the alpine environment. Geomorphology 94: 353-378.
7. Catani F, Casagli N, Ermini L, Righini G, Menduni G (2005) Landslide hazard and risk mapping at catchment scale in the Arno River basin. Landslides 2: 329-342.
8. Chang TC (2007) Risk degree of debris flow applying neural networks. Nat Hazards 42: 209-224.
9. Chang TC, Chao RJ (2006) Application of back-propagation networks in debris flow prediction. Eng Geol 85: 270-280.
10. Chang TC, Chien YH (2007) The application of genetic algorithm in debris flows prediction. Environ Geol 53: 339-347.
11. Chen LC, Teng WH, Hsu MH, Lai MJ (2000) Practical aspects on applying the inundation potential map for Taiwan. J Taiwan Water Conserv 48: 13-19.
12. Chen CC, Tseng CY, Dong JJ (2007) New entropy-based method for variables selection and its application to the debris-flow hazard assessment. Eng Geol 94: 19-26.
13. Chen YY, Li CZ, Wang SB, Fu JL, Zhang ZS, Jiang FC (2009) Grain-size characteristics and origin of Longjie silt layer in the Yuanmou area, Yunnan, China. Geol Bull China 28: 578-584.
14. Chen YR, Yeh CH, Yu B (2011) Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan. Nat Hazards 59: 1261-1276.
15. Conway SJ, Decaulne A, Balme MR, Murray JB, Towner MC (2010) A new approach to estimating hazard posed by debris flows in the Westfjords of Iceland. Geomorphology 114: 556-572.
16. Crosta GB, Frattini P (2003) Distributed modeling of shallow landslides triggered by intense rainfall. Nat Hazard Environ Syst Sci 3: 81-93.
17. D'Amato Avanzi G, Giannecchini R, Puccinelli A (2004) The influence of the geological and geomorphological settings on shallow landslides. An example in a temperate climate environment: the June 19, 1996 event in north western Tuscany (Italy). Eng Geol 73: 215-228.
18. Dong JJ, Lee CT, Tung YH, Liu CN, Lin KP, Lee JF (2009) The role of the sediment budget in understanding debris flow susceptibility. Earth Surf Process Landform 34: 1612-1624.
19. Duke JM, Aull-Hyde R (2002) Identifying public preferences for land preservation using the analytic hierarchy process. Ecol Econ 42: 131-145.
20. Duo TH, Wang YL, Huang ZH (2011) A fuzzy math evaluation on debris-flow occurrence in the three main gullies in Chayuangou valley. J Geol Hazard Environ Preserv 22: 31-35.
21. Ellen SD, Fleming RW (1987) Mobilization of debris flows from soil slips, San Francisco Bay Region, California. In: Costa JE, Wieczorek GF (Eds) Debris flows/avalanches: process, recognition, and mitigation. Reviews in engineering geology, vol. 7. Geological Society of America, Boulder, pp 31-40.
22. Feng QG, Zhou CB, Fu ZF, Zhang GC (2010) Grey fuzzy variable decision-making model of supporting schemes for foundation pit. Rock Soil Mech 30: 2226-2231.
23. Giannecchini R, Naldini D, D'Amato Avanzi D, Puccinelli A (2007) Modelling of the initiation of rainfall-induced debris flows in the Cardoso basin (Apuan Alps, Italy). Quat Int 171-172: 108-117.
24. Glade T (2005) Linking debris-flow hazard assessments with geomorphology. Geomorphology 66: 189-213.
25. Grissino-Mayer HD (2003) A manual and tutorial for the proper use of an increment borer. Tree-Ring Res 59: 63-79.
26. He YP, Xie H, Cui P, Wei FQ, Zhong DL, Gardner JS (2003) GIS-based hazard mapping and zonation of debris flows in Xiaojiang Basin, southwestern China. Environ Geol 45: 286-293.
27. Hurlimann M, Rickenmann D, Graf C (2003) Field and monitoring data of debris-flow events in the Swiss Alps. Can Geotech J 40: 161-175.
28. Jakob M, Hungr O (2005) Debris-flow hazards and related phenomena. Springer, Berlin.
29. Jun Y (2009) Application of extension theory in misfire fault diagnosis of gasoline engines. Expert Syst Appl 36: 1217-1221.
30. Kuang LH, Xu LR, Liu BC (2006) Debris flow hazard assessment based on extension method. China Railw Sci 27: 1-6.
31. Lan HX, Zhou CH, Wang LJ, Zhang HY, Li RH (2004) Landslide hazard spatial analysis and prediction using GI in the Xiaojiang watershed, Yunnan, China. Eng Geol 76: 109-128.
32. Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4: 33-41.
33. Liang GM, Yao LK (2008) Study on determining the critical rainfall of rainstorm mudflow. Subgrade Eng 6: 3-6.
34. Lin PS, Lin JY, Hung JC, Yang MD (2002) Assessing debris-flow hazard in a watershed in Taiwan. Eng Geol 66: 295-313.
35. Liu XC, Gu ZX (2010) Hazard assessment of debris flow along highway based on extension AHP. Chin J Geol Hazard Control 21: 61-66.
36. Liu Y, Guo HC, Zou R, Wang J (2006) Neural network modeling for regional hazard assessment of debris flow in Lake Qionghai Watershed, China. Environ Geol 49: 968-976.
37. Liu CN, Dong JJ, Peng YF, Huang HF (2009) Effects of strong ground motion on the susceptibility of gully type debris flows. Eng Geol 104: 241-253.
38. Lu GY, Chiu LS, Wong DW (2007) Vulnerability assessment of rainfall-induced debris flows in Taiwan. Nat Hazards 43: 223-244.
39. Min LR, Yin ZG, Zhang JQ (1990) The formation time and paleoenvironment of the Longjie silt bed. Quat Sci 4: 354-362.
40. Montgomery DR, Dietrich WE (1994) A physically based model for the topographic control on shallow landsliding. Water Resour Res 30: 83-92.
41. Ni HY, Zheng WM, Li ZL, Ba RJ (2010) Recent catastrophic debris flows in Luding county, SW China: geological hazards, rainfall analysis and dynamic characteristics. Nat Hazards 55: 523-542.
42. Ohlmacher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Eng Geol 69: 331-343.
43. Ranjan KD, Shuichi H, Atsuko N, Minoru Y, Takuro M, Katsuhiro N (2004) GIS-based weights-of-evidence modeling of rainfall-induced landslides in small catchments for landslide susceptibility mapping. Environ Geol 54: 311-324.
44. Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15: 234-281.
45. Saaty TL (1980) The analytic hierarchy process. McGraw Hill Inc, New York.
46. Scally FA, Owens IF, Louis J (2010) Controls on fan depositional processes in the schist ranges of the Southern Alps, New Zealand, and implications for debris-flow hazard assessment. Geomorphology 122: 99-116.
47. Shen CW, Lo WC, Chen CY (2012) Evaluating susceptibility of debris flow hazard using multivariate statistical analysis in Hualien County. Disaster Adv 5: 743-755.
48. Stoffel M, Beniston M (2006) On the incidence of debris flows from the early Little Ice Age to a future greenhouse climate: A case study from the Swiss Alps. Geophys Res Lett 33: L16404.
49. Stoffel M, Bollschweiler M (2009) Tree-ring reconstruction of past debris flows based on a small number of samples-possibilities and limitations. Landslides 6: 225-230.
50. Tan WP, Han QY (1992) Indices of debris flow in Sichuan province. J Catastrophol 7: 37-42.
51. Tie YB, Tang C (2006) Application of AHP in single debris flow risk assessment. Chin J Geol Hazard Control 17: 79-84.
52. Tiranti D, Bonetto S, Mandrone G (2008) Quantitative basin characterization to refine debris-flow triggering criteria and processes: an example from the Italian Western Alps. Landslides 5: 45-57.
53. Tseng CY (2006) Entropic criterion for model selection. Phys A 370: 530-538.
54. Tunusluoglu MC, Gokceoglu C, Nefeslioglu HA, Sonmez H (2008) Extraction of potential debris source areas by logistic regression technique: a case study from Barla, Besparmak and Kapi mountains (NW Taurids, Turkey). Environ Geol 54: 9-22.
55. Vaganov EA, Hughes MK, Shashkin AV (2006) Growth dynamics of conifer tree rings: images of past and future environments. Springer, Berlin.
56. Wan S, Lei TC, Huang PC, Chou TY (2008) The knowledge rules of debris flow event: a case study for investigation Chen Yu Lan River, Taiwan. Eng Geol 98: 102-114.
57. Wang MH, Tseng YF, Chen HC, Chao KH (2009) A novel clustering algorithm based on the extension theory and genetic algorithm. Expert Syst Appl 36: 8269-8276.
58. Welsh A, Davies T (2011) Identification of alluvial fans susceptible to debris-flow hazards. Landslides 8: 183-194.
59. Wu W, Sidle RC (1995) A distributed slope stability model for steep forested basins. Water Resour Res 31: 2097-2110.
60. Zhang L, Zhou WD (2011) Sparse ensembles using weighted combination methods based on linear programming. Pattern Recogn 44: 97-106.
61. Zhang C, Chen JP, Wang Q, Zhang W, Que JS (2010) Study of activity intensity of debris flow based on three-dimensional drainage system model and fractal theory. Chin J Rock Mech Eng 29: 1214-1221.
62. Zhang C, Chen JP, Wang Q, Zhang W (2011a) Study on debris flow based on fractal theory and characteristics of water system. Shuili Xuebao 42: 351-356.
63. Zhang W, Li HZ, Chen JP, Zhang C, Xu LM, Sang WF (2011b) Comprehensive hazard assessment and protection of debris flows along Jinsha River close to the Wudongde dam site in China. Nat Hazard 58: 459-477.
64. Zhou BF, Lee DJ, Luo DF, Lu RR, Yang CS (1991) A guide for debris-flows hazard mitigation. Science Publisher, Beijing.