Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey

Environmental Geology

Volumn 51, Issue 2, 2006, Pages 241-256

  Duman, T Y ^a   Can, T ^b   Gokceoglu, C ^c   Nefeslioglu, H A ^a   Sonmez, H ^c  

^a GENERAL DIRECTORATE OF MINERAL RESEARCH AND EXPLORATION   (Turkey)

^b CUKUROVA UNIVERSITY   (Turkey)

^c HACETTEPE UNIVERSITY   (Turkey)

Author keywords

Cekmece (Istanbul); Landslide inventory; Landslide susceptibility; Logistic regression

Indexed keywords

AERIAL PHOTOGRAPHY; DATABASE SYSTEMS; LOGISTICS; POPULATION STATISTICS; REGRESSION ANALYSIS; URBAN PLANNING;

CEKMECE (ISTANBUL); LANDSLIDE INVENTORY; LANDSLIDE SUSCEPTIBILITY; LOGISTIC REGRESSION;

LANDSLIDES;

DATABASE; INDUSTRIALIZATION; LANDSLIDE; LOGISTICS; METROPOLITAN AREA; POPULATION DYNAMICS; REGRESSION ANALYSIS;

EURASIA; ISTANBUL [TURKEY]; TURKEY;

EID: 33750239618     PISSN: 09430105     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00254-006-0322-1     Document Type: Review

References (46)

1. Ambraseys N (2002) The seismic activity of the Marmara Sea region over the last 2000 years. B Seismol Soc Am 92(1):1-18
2. Anbalagan R, Singh B (1996) Landslide hazard and risk assessment mapping of mountainous terrains-a case study from Kumaun Himalaya, India. Eng Geol 43:237-246
3. Arpat E (1999) Büyükcekmece ile Kucukcekmece (Istanbul) heyelanlarinin genel ozellikleri ve yarattiklari baslica sorunlar. In: Proceedings of the 52. Turkey Geological Congress, pp17-23 (In Turkish)
4. Atkinson PM, Massari R (1998) Generalised linear modelling of susceptibility to landsliding in the Central Appenines, Italy. Comput Geosci 24(4):373-385
5. Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65(1/2):15-31
6. Ayenew T, Barbieri G (2005) Inventory of landslides and susceptibility mapping in the Dessie area, northern Ethiopia. Eng Geol 77(1/2):1-15
7. Bernknopf RL, Cambell RH, Brookshire DS, Shapiro CD (1988) A probabilistic approach to landslide hazard mapping in Cincinnati, Ohio, with applications for economic evaluation. Bull Int Assoc Eng Geol 25:39-56
8. Binaghi E, Luzi L, Madella P, Pergalani F, Rampini A (1998) Slope instability zonation: a comparison between certainty factor and fuzzy Dempster-Shafer approaches. Nat Hazards 17:77-97
9. Brabb EE (1984) Innovative approaches to landslide hazard and risk mapping. In: Proceedings of 4th International Symposium on Landslides, vol 1, September 1984, Toronto, Canada, pp307-323
10. Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman TY (2005) Susceptibility assessments of shallow earth flows triggered by heavy rainfall at three catchments by logistic regression analyses. Geomorphology 72:250-271
11. Carrara A, Cardinali M, Detti R, Guzzetti F, Pasqui V, Reichenbach P (1991) GIS techniques and statistical models in evaluating landslide hazard. Earth Surf Proc Land 16(5):427-445
12. Dai FC, Lee CF (2002) Landslide characteristics and slope instability modelling using GIS Lantau Island, Hong Kong. Geomorphology 42:213-238
13. Dai FC, Lee CF, Li J, Xu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environ Geol 40(3):381-391
14. DMI (General Directorate of State Meteorological Affairs) (1990) Temperature and precipitation records of Florya Station. DMI, Ankara
15. Duman TY, Emre Ö, Can T, Ates S, Kecer M, Erkal T, Durmaz S, Dogan A, Corekcioglu E, Goktepe A, Cicioglu E, Karakaya F (2001) Turkish landslide inventory mapping project: methodology and results on Zonguldak quadrangle (1/500,000), working in progress on the geology of Turkey and its surroundings. In: abstract book of the fourth Int. Turkish Geology Symp., 24-28 September 2001, p 392
16. Duman TY, Kecer M, Ates S, Emre O, Gedik I, Karakaya F, Durmaz S, Olgun S, Sahin H, Gokmenoglu O (2004) Istanbul Metropolu Batisindaki (Kucukcekmece-Silivri-Catalca yoresi) Kentsel Gelisme Alanlarinin Yer Bilim Verileri, MTA, Special Publication No: 3, p 249 (In Turkish)
17. Duman TY, Can T, Ulusay R, Kecer M, Emre O, Ates S, Gedik I (2005a) A geohazard reconnaissance study based on geoscientific information for development needs of the western region of Istanbul (Turkey). Environ Geol 48:871-888
18. Duman TY, Can T, Emre O, Kecer M, Dogan A, Ates S, Durmaz S (2005b) Landslide inventory of northwestern Anatolia. Eng Geol 77(1/2):99-114
19. Ercanoglu M, Gokceoglu C (2002) Assessment of landslide susceptibility for a landslide-prone area (North of Yenice, NW Turkey) by fuzzy approach. Environ Geol 41:720-730
20. Gokceoglu C, Aksoy H (1996) Landslide susceptibility mapping of the slopes in the residual soils of the Mengen region (Turkey) by deterministic stability analyses and image processing techniques. Eng Geol 44:147-161
21. Gokceoglu C, Sonmez H, Ercanoglu M (2000) Discontinuity controlled probabilistic slope failure risk maps of Altindaǧ (settlement) region (Turkey). Eng Geol 55:277-296
22. Gokceoglu C, Sönmez H, Nefeslioglu HA, Duman TY, Can T (2005) The March 17, 2005 Kuzulu landslide (Sivas, Turkey) and landslide susceptibility map of its near vicinity. Eng Geol 81(1):65-83
23. Gomez H, Kavzoglu T (2005) Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela. Eng Geol 78:11-27
24. Gorsevski PV, Gessler P, Foltz RB (2000) Spatial prediction of landslide hazard using logistic regression and GIS. In: Fourth Int. conference on integrating GIS and environmental modelling, Alberta, Canada, p 9
25. Gritzner ML, Marcus WA, Aspinall R, Custer SG (2001) Assessing landslide potential using GIS, soil wetness modeling and topographic attributes, Payette River, Idaho. Geomorphology 37:149-165
26. Guzzetti F, Carrara A, Cardinali M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multiscale study, Central Italy. Geomorphology 31:181-216
27. Helmore K (1996) Cities on the brink try new tactics. Choices 5:18-21
28. http://www.istanbul.meteor.gov.tr: Website of State Meteorological Organisation (2004)
29. Juang CH, Lee DH, Sheu C (1992) Mapping slope failure potential using fuzzy sets. J Geotech Eng Div ASCE 118:475-493
30. Lee S (2004) Application of likelihood ratio and logistic regression models to landslide susceptibility mapping using GIS. Environ Manage 34:223-232
31. Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ Geol 40:1095-1113
32. Lee S, Ryu JH, Won JS, Park HJ (2004) Determination and application of the weights for landslide susceptibility mapping using an artificial neural network. Eng Geol 71:289-302
33. Menard S (1995) Applied logistic regression analysis. Sage University paper series on quantitative applications in social sciences, 106, Thousand Oaks, California, p 98
34. Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modeling: a review of hydrological, geomorphological, and biological applications. Hydrol Process 5:3-30
35. Ohlmacher CG, Davis CJ (2003) Using multiple regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Eng Geol 69:331-343
36. Pachauri AK, Pant M (1992) Landslide hazard mapping based on geological attributes. Eng Geol 32:81-100
37. Parsons T, Stein RS, Barka AA, Dieterich JH (2000) Heightened odds of large earthquakes near Istanbul; an interaction-based probability calculation. Sci Mag 28:661-665
38. Pistocchi A, Luzi L, Napolitano P (2002) The use of predictive modeling techniques for optimal exploitation of spatial databases: a case study in landslide hazard mapping with expert system-like methods. Environ Geol 41:765-775
39. Safak U, Avsar N, Meric E (1999) Bati Bakirkoy (Istanbul) Tersiyer cokellerinin ostrakod ve formanifer toplulugu. MTA J 121:17-31 (In Turkish)
40. Soysal H, Sipahioglu S, Kolcak D, Altinok Y (1981) Turkiye ve Cevresinin Tarihsel Deprem Katalogu (MO 2100-MS 1900). TUBITAK project Tbag 341, Istanbul
41. Todd DC (1980) Groundwater Hydrology. John Wiley and Sons, New York, 336p
42. Turrini MC, Visintainer P (1998) Proposal of a method to define areas of landslide hazard and application to an area of the Dolomites, Italy. Eng Geol 50:255-265
43. Varnes DJ (1978) Slope movement types and processes. In: Schuster RL, Krizek RJ (eds), Landslides analysis and control, special report, vol 176. Transportation Research Board, National Academy of Sciences, New York, pp 12-33
44. van Westen CJ, Seijmonsbergen AC, Mantovani F (1999) Comparing landslide hazard maps. Nat Hazards 20:137-158
45. WP/WLI (Working Party on World Landslide Inventory) (1993) A suggested method for describing the activity of a landslide. Bull Int Assoc Eng Geol 47:53-57
46. Zezere JL (2002) Landslide susceptibility assessment considering landslide typology. A case study in the area north of Lisbon (Portugal). Nat Hazard Earth Sys Sci 2:73-82