Landslide susceptibility assessment in the İzmir (West Anatolia, Turkey) city center and its near vicinity by the logistic regression method

Environmental Earth Sciences

Volumn 59, Issue 4, 2009, Pages 745-756

  Kincal, Cem ^a   Akgun, Aykut ^b   Koca, M Yalcin ^a  

^a DOKUZ EYLUL UNIVERSITY   (Turkey)

^b KARADENIZ TECHNICAL UNIVERSITY   (Turkey)

Author keywords

GIS; zmir (Turkey); Landslide; Logistic regression; Slope stability

Indexed keywords

FAULT LINE; FIELD SURVEYS; LANDSLIDE SUSCEPTIBILITY; LOGISTIC REGRESSION ANALYSIS; LOGISTIC REGRESSION METHOD; LOGISTIC REGRESSIONS; OCCURRENCE AND DISTRIBUTION; SLOPE ASPECT; SLOPE GRADIENTS; STUDY AREAS; VOLCANICS;

GEOGRAPHIC INFORMATION SYSTEMS; LANDSLIDES; LITHOLOGY; REGRESSION ANALYSIS;

SLOPE PROTECTION;

DATABASE; FIELD SURVEY; GIS; HAZARD ASSESSMENT; LANDSLIDE; REGRESSION ANALYSIS; SLOPE ANGLE; SLOPE STABILITY;

IZMIR [TURKEY]; TURKEY;

EID: 77955129789     PISSN: 18666280     EISSN: 18666299     Source Type: Journal    
DOI: 10.1007/s12665-009-0070-0     Document Type: Article

References (69)

1. Akgun A, Bulut F (2007) GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environ Geol 51:1377-1387
2. Akgun A, Dag S, Bulut F (2008) Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models. Environ Geol 54(6):1127-1143
3. Akurgal E (1993) Eski cagda Ege ve Izmir. Net Turistik Yayi{dotless}nlari{dotless} Sanayi{dotless} A.S. (in Turkish). 105 pp. ISBN 975-95252-0-8
4. Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary review and new perspectives. Bull Eng Geol Environ 58:21-44
5. Anbalagan R (1992) Landslide hazard evaluation and zonation mapping in mountainous terrain. Eng Geol 32:269-277
6. Atkinson PM, Massari R (1998) Generalized linear modelling of susceptibility to landsliding in the central Appennines, Italy. Comput Geosci 24(4):373-385
7. Avsar M (1997) General assessment of landslides in Izmir metropol-itan area, Dokuz Eylul University, The Graduate School of Natural and Applied Sciences, MSc thesis, p 136, Izmir
8. Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65:15-31
9. Ayalew L, Yamagishi H, Marui H, Kanno T (2005) Landslide in Sado Island of Japan: Part II. GIS-based susceptibility mapping with comparision of results from two methods and verifications. Eng Geol 81:432-445
10. Bonham-Carter GF (1996) Geographical information systems for geoscientist, modeling with GIS. Pergamon Press, Oxford
11. Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman TY (2005) Susceptibility assessment of shallow earthflows triggered by heavy rainfall at three subcatchments by logistic regression analyses. Geomorphology 72:250-271
12. Carrara A, Cardinalli M, Detti R, Guzetti F, Pasqui V, Reichenbach P (1991) GIS techniques and statistical models in evaluating landslide hazard. Earth Surf Proc Land 16(5):427-445
13. Chacon J, Irigaray C, Fernandez T, El Hamdouni R (2006) Engineering geology maps: landslides and geographical infor-mation systems. Bull Eng Geol Environ 65:341-411
14. Clark WA, Hosking PL (1986) Statistical methods for geographers. Wiley, New York, p 518
15. Dai FC, Lee CF (2001) Terrain-based mapping of landslide suscep-tibility using a geographical information systems: a case study. Can Geotech J 38:911-923
16. Dai FC, Lee CF (2002) Landslide characteristics and slope instability modelling using GIS, Lantau Island, Hong Kong. Geomorphology 42:213-228
17. Dai FC, Lee CF, Xu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environ Geol 40(3):381-391
18. Donati L, Turruni MC (2002) An objective method to rank the importance of the parameters predisposing to landslides with the GIS methodology: application to an area of the Appennines (Valnerina; Perugia, Italy). Eng Geol 63:277-289
19. Duman TY, Can T, Gokceoglu C, Nefeslioglu HA, Sonmez H (2006) Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey. Environ Geol 51:241-256
20. Eastman R (2003) IDRISI Kilimanjaro: guide to GIS and image processing. Clark Labs, Clark University, Worcester 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
21. Ercanoglu M, Gokceoglu C (2004) Use of fuzzy relations to produce landslide susceptibility map of a landslide prone area (West Black Sea Region, Turkey). Eng Geol 75:229-250
22. Erdogan B, Altiner D, Gungor T, Ozer S (1990) Stratigraphy of the Karaburun Peninsula (In Turkish). MTA Dergisi 111:1-23
23. Ermini L, Filippo C, Casagli N (2005) Artificial Neural Networks applied to landslide susceptibility assessment. Geomorphology 66:327-343
24. General Directory of Meteorological Services of Turkey (2006) http://www.meteor.gov.tr/2006/zirai/zirai-calismalar. Accessed 18 October 2006
25. Gokceoglu C, Sonmez H, Ercanoglu M (2000) Discontinuity controlled probabilistic slope failure risk maps of the Altindag (settlement) region in Turkey. Eng Geol 55:277-296
26. Gokceoglu C, Sonmez H, Nefeslioglu HA, Duman TY, Can T (2005) The 17 March 2005 Kuzulu landslide (Sivas, Turkey) and landslide-susceptibility map ofits nearvicinity.Eng Geol 81:65-83
27. Gomez H, Kavzoglu T (2005) Assessment of shallow landslide susceptibility using artificial neural networks in Jabanosa River Basin, Venezuela. Eng Geol 78:11-27
28. Gorsevski PV, Gessler PE, Foltz RB, Elliot WJ (2006) Spatial prediction of landslide hazard using logistic regression and ROC analysis. Trans GIS 10(3):395-415
29. Guzetti F, Carrarra 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
30. Guzetti F, Cardinali M, Reichenbach P, Carrara A (2000) Comparing landslides maps: a case study in the Upper Tiber basin, Central Italy. Environ Manage 25(3):247-263
31. Hosmer DW, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New York, p 373
32. Ildir B (1995) Turkiyede heyelanlarin dagilimi ve afetler yasasi{dotless} ile ilgili uygulamalar. In: Onalp A (ed) Proceedings of the 2nd national landslide symposium. Sakarya University, Turkey, pp 1-9
33. Irigaray C, Fernandez T, El Hamdouni R, Chacon J (1999) Verification of landslide susceptibility mapping. A case study. Earth Surf Proc Land 24:537-544
34. Irigaray C, Fernandez T, El Hamdouni R, Chacon J (2006) Evaluation and validation of landslide-susceptibility obtained by GIS matrix method: examples from the Betic Cordillera (southern Spain). Nat Hazards. doi:10.1007/s11069-006-9027-8
35. Jibson WR, Edwin LH, John AM (2000) A method for producing digital probabilitic seismic landslide hazard maps. Eng Geol 58:271-289
36. JICA (2004) Strategy report of country about natural hazards in Turkey. 161 p, Ankara
37. Joo Oh H, Lee S, Chotikasathien W, Kim CH, Kwon JH (2008) Predictive landslide susceptibility mapping using spatial information in the Pechabun area of Thailand. Environ Geol. doi: 10.1007/s00254-008-1342-9
38. Kandilli Observatory and Earthquake Research Institute (2008) http://www.koeri.boun.edu.tr. Accessed 12 April 2008
39. Kincal C (2005) Engineering geological evaluation of geological units Outcrop in and around the Izmir City Centre with the help of geographical i{dotless}nformation systems and remote sensing techniques, Dokuz Eylul University, The Graduate School of Natural and Applied Sciences, PhD thesis, p 342, Izmir (in Turkish)
40. Koca MY, Kincal C (2004) Abandoned stone quarries in and around the Izmir City Centre and their geo-environmental i{dotless}mpacts, Turkey. Eng Geol 75:49-67
41. Koca MY, Ki̇ncal C, Turk N (2001) Relations between the P-wave velocity and other selected engineering properties of andesitic lavas and autobreccias in Izmir, IESCA 2000, Izmir, pp 69-82
42. Lee S (2004) Application of likelihood ratio and logistic regression model for landslide susceptibility mapping using GIS. Environ Manage 34:223-232
43. Lee S (2005) Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data. Int J Remote Sens 26:1477-1491
44. Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ Geol 40:1095-1113
45. Lee S, Sambath T (2006) Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models. Environ Geol 50(6):847-855
46. Lee S, Ryu JH, Lee MJ, Won JS (2003) Landslide susceptibility analysis using artificial neural network at Boun, Korea. Environ Geol 44:820-833
47. Lee S, Choi J, Min K (2004a) Probabilistic landslide hazard mapping using GIS and remote sensing data at Boun, Korea. Int J Remote Sens 25:2037-2052
48. Lee S, Ryu JH, Won JS, Park H (2004b) Determination and application of the weights for landslide susceptibility mapping using an artificial neural network. Eng Geol 71:289-302
49. Lee S, Ryu JH, Lee MJ, Won JS (2006) The application of artificial neural networks to landslide susceptibility mapping at Janghung, Korea. Math Geol 38(2):199-219
50. Menard S (1995) Applied logistic regression analysis. Sage university paper series on quantitative applications in social sciences, vol 106. Thousand Oaks, pp 98
51. MTA (2000) Geological map of Turkey,1,25.000-scaled Izmir Sheet
52. Nefeslioglu HA, Duman TY, Durmaz S (2008) Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Eastern Black Sea region of Turkey). Geomorphology 94(3-4):401-418
53. Ohlmacher CG, Davis CJ (2003) Using multiple regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Eng Geol 69:331-343
54. Pachauri AK, Pant M (1992) Landslide hazard mapping based on geological attributes. Eng Geol 32:81-100
55. Pachauri AK, Gupta PV, Chander R (1998) Landslide zoning in a part of the Garhwal Himalayas. Environ Geol 36(3-4):325-334
56. Pons NAD, Pejon OJ, Zuquette LV (2007) Use of geoprocessing in the study of land degredation in urban environments: the case of the city of Sao Carlos, state of Sao Paulo, Brazil. Environ Geol 53:727-739
57. Remondo J, Gonzalez A, Diaz De Teran JR, Cendrero A, Fabbri A, Cheng CF (2003) Validation of landslide susceptibility maps: examplesand applications from a case study in Northern Spain. Nat Hazards 30(3):437-449
58. Shou KJ, Wang CF (2003) Analysis of the Chiufengershan landslide triggered by the 1999 Chi-Chi earthquake in Taiwan. Eng Geol 68:237-250
59. Suzen ML, Doyuran V (2004a) Data driven bivariate landslide susceptibility assessment using geographical information systems: a method and application to Asarsuyu Catchment, Turkey. Eng Geol 71:303-321
60. Suzen ML, Doyuran V (2004b) A comparison of the GIS based landslide susceptibility assessment methods: multivariate versus bivariate. Environ Geol 45:665-679
61. Tarcan G, Koca MY (2001) Hydrogeological and geotechnical assessments of Kadifekale landslide area, Izmir, Turkey. Environ Geol 40(3):289-299
62. Tunusluoglu MC, Gokceoglu C, Sonmez H, Nefeslioglu H (2007) An artificial neural network application to produce debris source areas of Barla, Besparmak, and Kapi Mountains (NW Taurids, Turkey). Nat Hazards Earth Syst Sci 7:557-570
63. Turkish Statistical Institute (2008) http://www.die.gov.tr. Accessed 12 April 2008
64. USGS (1993) USCS data user guide 5 for DEM's. ftp://mapping.usgs.gov/pub/ti/DEM/demguide. Accessed 12 April 2006
65. Van Westen CJ, Bonilla JBA (1990) Mountain hazard analysis using PC-based GIS. In: 6th IAEG congress, vol 1, Balkema, Rotterdam, pp 265-271
66. Van Westen CJ, Van Asch TWJ, Soeters R (2006) Landslide hazard and risk zonation-why is it still so difficult? Bull Eng Geol Environ 65:167-184
67. Varnes DJ (1978) Slope movement types and processes. In: Schuster RL, Krizek RJ (eds) Landslides analysis and control. Special report, vol 176. Trasportation Research Board, National Academy of Sciences, New York, pp 12-33
68. Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 1:1-12
69. Zhou G, Esaki T, Mitani Y, Xie M, Mori J (2003) Spatial probabilistic modeling of slope failure using an integrated GIS Monte Carlo simulation approach. Eng Geol 68:373-386