A spatiotemporal probabilistic modelling of storm-induced shallow landsliding using aerial photographs and logistic regression

Earth Surface Processes and Landforms

Volumn 28, Issue 5, 2003, Pages 527-545

  Dai, F C ^a   Lee, C F ^b  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Geographic information system (GIS); Landslides; Logistic regression; Probability; Rainfall

Indexed keywords

GEOMORPHOLOGY; LAND USE; LANDSLIDES; MAPPING; PROBABILITY; REGRESSION ANALYSIS; STORMS;

SPATIOTEMPORAL CONTEXT;

LANDFORMS;

AERIAL PHOTOGRAPHY; GIS; LANDSLIDE; MAPPING; MODELING; NATURAL HAZARD; RAINSTORM; SLOPE STABILITY; SPATIOTEMPORAL ANALYSIS;

CHINA;

EID: 0038307228     PISSN: 01979337     EISSN: None     Source Type: Journal    
DOI: 10.1002/esp.456     Document Type: Article

References (25)

1. Anbalagan D. 1992. Landslide hazard evaluation and zonation mapping in mountainous terrain. Engineering Geology 32: 269-277.
2. Atkinson PM, Massari R. 1998. Generalized linear modelling of landslide susceptibility in the central Apennines, Italy. Computers & Geosciences 24: 373-385.
3. Brand EW, Premchitt J, Phillipson HB. 1984. Relationship between rainfall and landslides. In Proceedings of 4th International Symposium on Landslides, vol. 1, Canadian Geotechnical Society (ed.). BiTech Publishers: Vancouver; 377-384.
4. Carrara A, Cardinali M, Detti R, Guzzetti F. Pasqui V, Reichenbach P. 1991. GIS techniques and statistical models in evaluating landslide hazard. Earth Surface Processes and Landforms 16: 427-445.
5. Cruden DM, Varnes DJ. 1996. Landslide types and processes. In Landslides, Investigation and Mitigation, Schuster RL, Turner AK (eds). Transportation Research Board Special Report 247. National Academy Press: Washington DC: 36-75.
6. Dai FC, Lee CF. 2001. Frequency-volume relation and prediction of rainfall-induced landslides. Engineering Geology 59: 253-266.
7. Evans NC, Huang SW, King JP. 1997. The Natural Terrain Landslide Study - phases I and II. Special Project Report SPR 5/97. Geotechnical Engineering Office, Hong Kong Government: Hong Kong.
8. Finlay PJ, Fell R, Maguire PK. 1997. The relationship between the probability of landslide occurrence and rainfall. Canadian Geotechnical Journal 34: 811-824.
9. Franks CAM. 1996. Study of rainfall induced landslides on natural slopes in the vicinity of Tung Chung New Town. Lantau Island. Special Project Report. SPR 4/96, Geotechnical Engineering Office, Hong Kong Government: Hong Kong.
10. Franks CAM, Woods NW. 1993. Engineering geology of North Lantau. Hong Kong. Quarterly Journal of Engineering Geology 26: 81-98.
11. Gupta RP, Joshi BC. 1989. Landslide hazard zoning using the GIS approach - a case study from the Ramganga catchment, Himalayas. Engineering Geology 28: 119-131.
12. Koutsias N, Karteris M. 1998. Logistic regression modelling of multitemporal Thematic Mapper data for burned area mapping. International Journal of Remote Sensing 19: 3499-3514.
13. Lam CC, Leung YK. 1994. Extreme rainfall statistics and design rainstorm profiles at selected locations in Hong Kong. Technical Note No. 70. Royal Observatory of Hong Kong, Hong Kong Government: Hong Kong.
14. Langford RL, James JWC, Shaw R, Campbell SDG, Kirk PA, Sewell RJ. 1995. Geology of Lantau District. Hong Kong Geological Survey Memoir No. 6. Geotechnical Engineering Office, Hong Kong Government: Hong Kong.
15. Lewis J, Rice RM. 1990. Estimating erosion risk on forest lands using improved methods of discriminant analysis. Water Resources Research 26(8): 1721-1733.
16. Mark RK, Ellen SD. 1995. Statistical and simulation models for mapping debris flow hazard. In Geographical Information Systems in Assessing Natural Hazards, Carrara A, Guzzetti F (eds). Kluwer Academic Publishers: Dordrecht; 93-106.
17. McKean J, Buechel S, Gaydos L. 1991. Remote sensing and landslide hazard assessment. Photogrammetric Engineering & Remote Sensing 57(9): 1185-1193.
18. Menard S. 1995. Applied Logistic Regression Analysis. Sage Publications, Inc.: California.
19. Montgomery DR, Dietrich WE. 1994. A physically based model for the topographic control of shallow landsliding. Water Resources Research 30: 1153-1171.
20. Okimura T, Kawatani T. 1987. Mapping of the potential surface-failure sites on granite slopes. In International Geomorphology, Gardner E (ed.). Wiley: Chichester: 121-138.
21. Pun WK, Wong ACW, Pang PLR. 1999. Review of landslip warning criteria. Special Project Report SPR 4/99. Geotechnical Engineering Office, Hong Kong Government: Hong Kong.
22. Rice RM, Pillsbury NH. 1982. Predicting landslides in clearcut patches. In Recent Developments in the Explanation and Prediction of Erosion and Sediment Yield, Walling DE (ed.). IAHS Publication No. 137. International Association of Hydrological Sciences: Wallingford; 303-311.
23. Varnes DJ. 1984. Landslide Hazard Zonation: a Review of Principles and Practice. Natural Hazards No. 3. UNESCO: Paris.
24. Wong HN, Lam KC, Ho KKS. 1998. Diagnostic report on the November 1993 natural terrain landslides on Lantau Island. GEO Report No. 69, Geotechnical Engineering Office, Hong Kong Government: Hong Kong.
25. Wu W, Sidle RC. 1995. A distributed slope stability model for steep forested basins. Water Resources Research 31: 2097-2110.