Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS

Environmental Management

Volumn 34, Issue 2, 2004, Pages 223-232

  Lee, Saro ^a  

^a Korea Institute of Geosceince and Mineral Resources   (South Korea)

Author keywords

GIS; Korea; Landslide; Likelihood ratio; Logistic regression

Indexed keywords

DATABASE SYSTEMS; GEOGRAPHIC INFORMATION SYSTEMS; LOGISTICS; MAPPING; MAXIMUM LIKELIHOOD ESTIMATION; SIGNAL FILTERING AND PREDICTION; SOILS; STATISTICAL METHODS; TOPOLOGY;

LANSLIDE SUSCEPTIBILITY MAPPING; LOGISTIC REGRESSION MODELS;

LANDSLIDES;

GIS; HAZARD MANAGEMENT; LAND COVER; LANDSLIDE; SATELLITE IMAGERY;

ACCURACY; ARTICLE; BAYES THEOREM; CALCULATION; DATA BASE; EXPERIMENTAL MODEL; FOREST; GEOGRAPHIC INFORMATION SYSTEM; GEOLOGY; KOREA; LANDSCAPE; LANDSLIDE; LIFE EVENT; LOGISTIC REGRESSION ANALYSIS; PREDICTION; PROBABILITY; SOIL; SOIL TEXTURE; STATISTICAL MODEL; TOPOGRAPHY;

DATABASES, FACTUAL; ENVIRONMENTAL MONITORING; GEOGRAPHIC INFORMATION SYSTEMS; GEOLOGY; KOREA; LOGISTIC MODELS; NATURAL DISASTERS; RISK ASSESSMENT; SPACECRAFT;

ASIA; EURASIA; FAR EAST; KOREA;

EID: 4544311025     PISSN: 0364152X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00267-003-0077-3     Document Type: Article

References (19)

1. Atkinson, P. M., and R. Massari. 1998. Generalized linear modeling of susceptibility to landsliding in the central Apennines, Italy. Computer & Geosciences 24:373-385.
2. Baeza, C., and J. Corominas. 2001. Assessment of shallow landslide susceptibility by means of multivariate statistical techniques. Earth Surface. Processes and Landforms 26:1251-1263.
3. Brabb, E. E. 1984. Innovative approach to landslide hazard and risk mapping. Proceedings of the 4thInternational Symposium on Landslides, Toronto, Canada, Volume 1, pp. 307-324.
4. Chung, C. F., and A. G. Fabbri. 1999. Probabilistic prediction models for landslide hazard mapping. Photogrammetric Engineering & Remote Sensing 65:1389-1399.
5. Clerici, A., S. Perego, C. Tellini, and P. Vescovi. 2002. A procedure for landslide susceptibility zonation by the conditional analysis method. Geomorphology 48:349-364.
6. Dai, F. C., C. F. Lee, J. Li, and Z. W. Xu. 2001. Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environmental Geology 40:381-391.
7. Dai, F. C., and C. F. Lee. 2002. Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42:213-228.
8. Donati, L., and M. C. Turrini. 2002. An objective method to rank the importance of the factors predisposing to landslides with the GIS methodology: Application to an area of the Apennines (Valnerina; Perugia, Italy). Engineering Geology 63:277-289.
9. Guzzetti, F., A. Carrarra, M. Cardinali, and P. Reichenbach. 1999. Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31:181-216.
10. Lee, D. 1988. Geology of Korea, Kyohak-Sa, Seoul, 514 pp.
11. Lee, S., and K. Min. 2001. Statistical analysis of landslide, susceptibility at Yongin, Korea. Environmental Geology 40:1095-1113.
12. Lee, S., U. Chwae, and K. Min. 2002a. Landslide susceptibility mapping by correlation between topography and geological structure: the Janghung area, Korea. Geomorphology 46:149-162.
13. Lee, S., J. Choi, and K. Min. 2002b. Landslide susceptibility analysis and verification using the Bayesian probability model. Environmental Geology 43:120-131.
14. Ohlmacher, G. C., and J. C. Davis. 2003. Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansa, USA. Engineering Geology 69:331-343.
15. Parise, M., and R. W. Jibson. 2000. A seismic landslide susceptibility rating of geologic units based on analysis of characteristics of landslides triggered by the 17 January, 1994 Northridge, California earthquake. Engineering Geology 58:251-270.
16. Rowbotham, D., and D. N. Dudycha. 1998. GIS modeling of slope stability in Phewa Tal watershed, Nepal. Geomorphology 26:151-170.
17. Varnes, D. J. 1978. Slope movement types and processes, landslides analysis and control. Special report 176. Transportation Research Board, Washington, DC 11-80.
18. Wu, S., L. Shi, R. Wang, C. Tan, D. Hu, Y. Mei, and R. Xu. 2001. Zonation of the landslide hazards in the forereservoir region of the Three Goges Project on the Yangtze River. Engineering Geology 59:51-58.
19. Zhou, C. H., C. F. Lee, J. Li, and Z. W. Xu. 2002. On the spatial relationship between landslides and causative factors on Lantau Island, Hong Kong. Geomorphology 43:197-207.