Debris flow susceptibility assessment by GIS and information value model in a large-scale region, Sichuan Province (China)

Natural Hazards

Volumn 65, Issue 3, 2013, Pages 1379-1392

  Xu, Wenbo ^a   Yu, Wenjuan ^a   Jing, Shaocai ^a   Zhang, Guoping ^b   Huang, Jianxi ^c  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b NATIONAL CLIMATE CENTER   (China)

^c CHINA AGRICULTURAL UNIVERSITY   (China)

Author keywords

Debris flow; GIS; Information value model; Susceptibility assessment

Indexed keywords

DEBRIS FLOW; ENVIRONMENTAL FACTOR; GIS; MODELING; RISK ASSESSMENT;

CHINA; SICHUAN;

EID: 84871937253     PISSN: 0921030X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11069-012-0414-z     Document Type: Article

References (21)

1. Carrara A, Crosta G, Frattini P (2008) Comparing models of debris-flow susceptibility in the alpine environment. Geomorphology 94(3-4): 353-378.
2. Dai FC, Lee CF (2002) Landslide characteristics and, slope instability modeling using GIS, Lantau Island. Hong Kong. Geomorphology 42(3-4): 213-228.
3. Lan HX, Wu FQ, Wang SJ (2002a) Landslide CF multi-variable regression model and its application. J Mt Sci 20(6): 732-737.
4. Lan HX, Wu FQ, Zhou CH (2002b) Analysis on susceptibility of GIS based landslide triggering factors in Yunnan Xiaojiang watershed. Chin J Rock Mech Eng 21(10): 1500-1506.
5. Lee S (2004) Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS. Environ Manage 34(2): 223-232.
6. Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin. Korea. Environ Geol 40(9): 1095-1113.
7. Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4(1): 33-41.
8. Ma J (ed) (2002) Modern physical geography. Beijing Normal University, Beijing.
9. Ohlmacher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas. USA. Eng Geol 69(3-4): 331-343.
10. Prabu S, Ramakrishnan SS (2009) Combined use of socio economic analysis, remote sensing and GIS data for landslide hazard mapping using ANN. J Indian Soc Remot 37(3): 409-421.
11. Pradhan B (2011) Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling. Environ Ecol Stat 18(3): 471-493.
12. Prandhan B, Oh HJ, Buchroithner M (2010) Weight-of-evidence model applied to landslide susceptibility mapping in a tropical hill area. Geomatics. Nat Hazards Risk 1(3): 199-223.
13. Ruan SY, Huang RQ (2001) Application of GIS-based information model on assessment of geological hazards risk. J Chengdu Univ Technol 28(1): 89-92.
14. Soeters R, van Westen CJ (1996) Slope instability recognition, analysis, and zonation. Landslides, investigation and mitigation. In: Turner AK, Schuster RL (eds) Transportation Research Board, National Research Council, special report. National Academy Press, Washington, DC, pp 129-177.
15. van Westen CJ, Castellanos E, Kuriakose SL (2008) Spatial data for landslide susceptibility, hazard, and vulnerability assessment: an overview. Eng Geol 102(3-4): 112-131.
16. Wang SY, Liu JS, Yang CJ (2008) Eco-environmental vulnerability evaluation in the Yellow River Basin. China. Pedosphere 18(2): 171-182.
17. Xu WB, Yu WJ, Zhang GP (2012) Prediction method of debris flow by logistic model with two types of rainfall: a case study in the Sichuan. China. Nat Hazards 62(2): 733-744.
18. Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Eng Geol 79(3-4): 251-266.
19. Zhang GP, Xu J, Bi BG (2009) Relations of landslide and debris flow hazards to environment factors. Chin J Appl Ecol 20(3): 653-658.
20. Zhu HB, Mu HD, Wang JZ (2003) Application of analytic hierarchy process on zoning hazard degree of geologic disaster in Taihang Mountain region. Chin J Geol Hazard Control 13(3): 125-129.
21. Zhu LF, Xu XC, Yin KL (2004) Risk zonation of landslide in China based on information content model. J Earth Sci Environ 26(3): 52-56.