The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan

Geomorphology

Volumn 65, Issue 1-2, 2005, Pages 15-31

  Ayalew, Lulseged ^a   Yamagishi, Hiromitsu ^a  

^a NIIGATA UNIVERSITY   (Japan)

Author keywords

GIS; Japan; Landslide; Logistic regression; Slope stability; Susceptibility

Indexed keywords

GIS; HAZARD MANAGEMENT; LANDSLIDE; MULTIVARIATE ANALYSIS; RISK ASSESSMENT; SLOPE STABILITY;

ASIA; EASTERN HEMISPHERE; EURASIA; FAR EAST; JAPAN; WORLD;

EID: 12344286175     PISSN: 0169555X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geomorph.2004.06.010     Document Type: Article

References (42)

1. P. Aleotti R. Chowdhury Landslide hazard assessment: Summary review and new perspectives Bulletin of Engineering Geology and the Environment 58 1999 21-44
2. M.G. Anderson Road-cut slope topography and stability relationships in St. Lucia, West Indies Applied Geography 3 1983 104-114
3. P.M. Atkinson R. Massari Generalized linear modeling of susceptibility to landsliding in the central Apennines, Italy Computers and Geosciences 24 1998 373-385
4. L. Ayalew H. Yamagishi Slope movements in the Blue Nile basin, as seen from landscape evolution perspective Geomorphology 57 2004 95-116
5. L. Ayalew H. Yamagishi N. Ugawa Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan Landslides 1 2004 73-81
6. L. Ayalew H. Yamagishi N. Watanabe H. Marui Landslide susceptibility mapping using a semi-quantitative approach, a case study from Kakuda-Yahiko Mountains, Niigata, Japan. In: M. Free A. Aydin (Eds.). Proceedings of the 4th Asian Symposium on Engineering Geology and the Environment Geological Society of Hong Kong vol. 7 2004 99-105
7. C. Baeza J. Corominas Assessment of shallow landslide susceptibility by means of multivariate statistical techniques Earth Surface Processes and Landforms 26 2001 1251-1263
8. J.I. Barredol A. Benavidesz J. Herhl C.J. van Westen Comparing heuristic landslide hazard assessment techniques using GIS in the Tirajana basin, Gran Canaria Island, Spain International Journal of Applied Earth Observation and Geoinformation 2 2000 9-23
9. R.L. Bernknopf R.H. Cambell D.S. Brookshire C.D. Shapiro A probabilistic approach to landslide hazard mapping in Cincinnati, Ohio, with applications for economic evaluation Bulletin of the International Association of Engineering Geology 25 1988 39-56
10. A. Carrara M. Cardinali R. Detti F. Guzzetti V. Pasqui P. Reichenbach GIS techniques and statistical models in evaluating landslide hazard Earth Surface Processes and Landforms 16 1991 427-445
11. A. Carrara M. Cardinali F. Guzzetti P. Reichenbach GIS technology in mapping landslide hazard. In: A. Carrara F. Guzzetti (Eds.). Geographical Information Systems in Assessing Natural Hazards 1995 Kluwer Academic Publisher Dordrecht, The Netherlands 135-175
12. A. Carrara G. Crosta P. Frattini Geomorphological and historical data in assessing landslide hazard Earth Surface Processes and Landforms 28 2003 1125-1142
13. J. Chang O. Slaymaker Frequency and spatial distribution of landslides in a mountainous drainage basin: Western Foothills, Taiwan Catena 46 2002 285-307
14. J. Chorowicz J. Kim S. Manoussis J.P. Rudant P. Foin I. Veillet A new technique for recognition of geological and geomorphological patterns in digital terrain models Remote Sensing of the Environment 29 1989 229-239
15. W.A. Clark P.L. Hosking Statistical Methods for Geographers 1986 John Wiley and Sons New York 518 pp.
16. D.M. Cruden Limits to common toppling Canadian Geotechnology Journal 27 1989 737-742
17. D.M. Cruden X.Q. Hu Hazardous modes of rock slope movement in the Canadian Rockies Environmental and Engineering Geoscience 2 1996 507-516
18. D.M. Cruden D.J. Varnes Landslide types and processes. In: K.A. Turner R.L. Schuster (Eds.). Landslides: Investigation and mitigation Transport Research Board Special Report vol. 247 1996 36-75
19. F.C. Dai C.F. Lee Landslide characteristics and slope instability modeling using GIS Lantau Island, Hong Kong Geomorphology 42 2002 213-238
20. F.C. Dai C.F. Lee A spatiotemporal probabilistic modeling of storm-induced shallow landsliding using aerial photographs and logistic regression Earth Surface Processes and Landforms 28 2003 527-545
21. F.C. Dai C.F. Lee J. Li Z.W. Xu Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong Environmental Geology 40 2001 381-391
22. N. Fujibayashi H. Ushiki Clastic veins filling the cooling joints of dolerite sheet Contribution of the Department of Geology, Niigata University 7 1992 73-84
23. P.V. Gorsevski P. Gessler R.B. Foltz Spatial prediction of landslide hazard using logistic regression and GIS 4th Int. Conference on Integrating GIS and Environmental Modeling, Alberta, Canada 2000 9 pp.
24. F. Guzzetti A. Carrara M. Cardinali P. Reichenbach Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, central Italy Geomorphology 31 1999 181-216
25. M.J. Haigh J.S. Rawat S.K. Bartarya M.S. Rawat Factors affecting landslide morphology along new highways in the Central Himalaya, Transactions Japanese Geomorphological Union 14 1993 99-123
26. Y. Hasegawa Surficial geological map of the Kakuda-Uchino area (1:50000) with explanatory text Niigata Prefecture, Niigata, Japan 1973 95 pp.
27. M. Heddi D.J. Eastaff J. Petch Relationships between tectonic and geomorphological linear features in the Guadix-Baza Basin, Southern Spain Earth Surface Processes and Landforms 24 1999 931-942
28. S. Jade S. Sarkar Statistical models for slope stability classification Engineering Geology 36 1993 91-98
29. M.C. Larsen J.E. Parks How wide is a road? The association of roads and mass movements in a forested montane environment Earth Surface Processes and Landforms 22 1997 835-848
30. S. Lee K. Min Statistical analysis of landslide susceptibility at Yongin, Korea Environmental Geology 40 2001 1095-1113
31. J. Malczewski GIS and Multi-Criteria Decision Analysis 1999 John Willey and Sons New York 392 pp.
32. S. Menard Applied logistic regression analysis Sage University Paper Series on Quantitative Applications in Social Sciences vol. 106 1995 Thousand Oaks California 98 pp.
33. I.D. Moore R.B. Grayson A.R. Ladson Digital terrain modeling: A review of hydrological, geomorphological and biological applications Hydrological Processes 5 1991 3-30
34. K. Morris Using knowledge-base rules to map three-dimensional nature of geological features Photogrammetric Engineering and Remote Sensing 57 1991 1209-1216
35. K. Nagase K. Kurokawa H. Honma Y. Abe S. Sugino Neogene volcano-stratigraphy and volcanic history of the Kakudayama-Maze area, Niigata Prefecture Contribution of the Department of Geology Mining, Niigata University 7 1992 41-55
36. C.G. Ohlmacher C.J. Davis Using multiple regression and GIS technology to predict landslide hazard in northeast Kansas, USA Engineering Geology 69 2003 331-343
37. T.L. Saaty The Analytical Hierarchy Process 1980 McGraw Hill New York 350 pp.
38. M.P. Sah R.K. Mazari Anthropogenically accelerated mass movement, Kulu Valley, Himachal Pradesh, India Geomorphology 26 1998 123-138
39. A. Shaban M. Khawlie R. Bou Kheir C. Abdallah Assessment of road instability along a typical mountainous road using GIS and aerial photos, Lebanon, Eastern Mediterranean Bulletin of Engineering Geology and the Environment 60 2001 93-101
40. R. Soeters C.J. van Westen Slope instability recognition, analysis, and zonation. In: K.A. Turner R.L. Schuster (Eds.). Landslides: investigation and mitigation Transport Research Board Special Report vol. 247 1996 129-177
41. G.F. Wieczorek P.L. Gori S. Jager W.M. Kappel D. Negussey Assessment and management of landslide hazards near Tully Valley landslide, Syracuse, New York, USA Proc. 7th Int. Symposium on Landslides, Trondheim 1996 Balkema Rotterdam 411-416
42. H. Yamagishi Occurrences and the criteria for recognition of the sub-aqueous volcanic rocks on the Kakuda-Yahiko Beaches, Niigata Prefecture Journal of the Japanese Association for Petroleum Technology 67 2002 594-600