Two models for evaluating landslide hazards

Computers and Geosciences

Volumn 32, Issue 8, 2006, Pages 1120-1127

  Davis, John C ^a   Chung, Chang Jo ^b   Ohlmacher, Gregory C ^c  

^a UNIVERSITY OF LEOBEN   (Austria)

^b GEOLOGICAL SURVEY OF CANADA   (Canada)

^c UNIVERSITY OF KANSAS   (United States)

Author keywords

Cross validation; Kansas; Landslide; Likelihood ratio; Logistic model; Prediction; Spatial modeling

Indexed keywords

HAZARDS; LITHOLOGY; MATHEMATICAL MODELS; STATISTICAL METHODS; SURFACE TOPOGRAPHY;

BEDROCK LITHOLOGIES; DIGITAL ELEVATION MODELS; EMPIRICAL LIKELIHOOD RATIO MODEL;

LANDSLIDES;

HAZARDS; LANDSLIDES; LITHOLOGY; MATHEMATICAL MODELS; STATISTICAL METHODS; SURFACE TOPOGRAPHY;

DIGITAL ELEVATION MODEL; EMPIRICAL ANALYSIS; HAZARD ASSESSMENT; LANDSLIDE; NUMERICAL MODEL;

EID: 33746324519     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2006.02.006     Document Type: Article

References (20)

1. Carrara A., Cardinali M., Guzzetti F., and Reichenbach P. GIS technology in mapping landslide hazard. In: Carrara A., and Guzzetti F. (Eds). Geographical Information Systems in Assessing Natural Hazards (1995), Kluwer Academic Publishers, Dordrecht, The Netherlands 135-175
2. Chung, C.F., 2005. Using likelihood ratio functions for modeling the conditional probability of occurrence of future landslides for risk assessment. Computers & Geosciences (this issue).
3. Chung C.F., and Fabbri A.G. The representation of geoscience information for data integration. Nonrenewable Resources 2 2 (1993) 122-139
4. Chung C.F., and Fabbri A.G. Probabilistic prediction models for landslide hazard mapping. Photogrammetric Engineering and Remote Sensing 65 12 (1999) 1389-1399
5. Chung C.F., and Fabbri A.G. Validation of spatial prediction models for landslide hazard mapping. Natural Hazards 30 (2003) 451-472
6. Chung, C. F., Fabbri, A.G., 2004. Systematic procedures of landslide hazard mapping for risk assessment using spatial prediction models. In: Glade, T., Anderson, M.G., Crozier, M.J. (Eds.), Landslide Hazard and Risk. Wiley, New York, NY, pp. 139-174.
7. Cox D.R. The Analysis of Binary Data (1970), Methuen, London 142pp
8. Cruden D.M. A simple definition of a landslide. Bulletin of the International Association of Engineering Geology 43 (1991) 27-29
9. Cruden D.M., and Varnes D.J. Landslide types and processes. In: Turner A.K., and Schuster R.L. (Eds). Landslide Investigation and Mitigation (1996), National Research Council, Transportation Research Board, Washington, DC 36-75
10. Davis, J.C., Ohlmacher, G.C., 2002. Landslide hazard prediction using generalized logistic regression. Proceedings of IAMG 2002, September 15-20, 2002, Berlin, (on CD).
11. Fabbri, A.G., Chung, C.F., 2001. Spatial support in landslide hazard prediction based on map overlays. Proceedings of IAMG 2001, September 10-12, 2001, Cancún, Mexico, (on CD).
12. Guzzetti F., Carrara A., Cardinali M., and Reichenbach P. Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31 (1999) 181-216
13. Helyar T. Kansas Statistical Abstract. 35th ed (2000), Policy Research Institute, University of Kansas, Lawrence, KS
14. Kojima, H., Chung, C.F., Obayashi, S., Fabbri, A.G., 1998. Comparison of strategies in prediction modeling of landslide hazard zonation. Proceedings of IAMG 1998, October 3-7, 1998, Ischia, Italy, pp. 218-223.
15. Ohlmacher, G.C., 1999. Geologic map of the Atchison West and East 7.5 minute quadrangles, Atchison County, Kansas. Kansas Geological Survey, Lawrence, KS, Open-file Map 99-38.
16. Ohlmacher, G.C., 2000. Landslide inventory map of the Atchison West and East 7.5 minute quadrangles, Atchison County, Kansas. Kansas Geological Survey, Lawrence, KS, Map M89-A.
17. Ohlmacher G.C., and Davis J.C. Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Engineering Geology 69 (2003) 331-343
18. Sallee, K.H., Watts, C.E., 1984. Soil Survey of Atchison County, Kansas. US Department of Agriculture, Soil Conservation Service, 105pp.
19. Varnes D.J. Slope movement types and processes. In: Schuster R.L., and Krizek R.J. (Eds). Landslide Analysis and Control (1978), National Research Council, Transportation Research Board, Washington, DC 11-33
20. Ward, J.R., 1973. Geohydrology of Atchison County, Northeastern Kansas. U.S. Geological Survey, Hydrologic Investigations Atlas HA-467. 2 maps.