Landslide hazard mapping in the Constantine city, Northeast Algeria using frequency ratio, weighting factor, logistic regression, weights of evidence, and analytical hierarchy process methods

Arabian Journal of Geosciences

Volumn 9, Issue 2, 2016, Pages 1-24

  Bourenane, Hamid ^a,b   Guettouche, Mohamed Said ^a   Bouhadad, Youcef ^a,b   Braham, Massinissa ^a,b  

^a UNIVERSITY OF SCIENCES AND TECHNOLOGY HOUARI BOUMEDIENE   (Algeria)

^b Centre National de Recherche Appliquee en Genie Parasismique   (Algeria)

Author keywords

Algeria; Analytical hierarchy process; Constantine; Frequency ratio; GIS; Landslide hazard maps; Logistic regression; Weighting factor; Weights of evidence

Indexed keywords

AERIAL PHOTOGRAPHY; ANALYTICAL HIERARCHY PROCESS; DISASTER MANAGEMENT; FREQUENCY ANALYSIS; GIS; HAZARD ASSESSMENT; INVENTORY; LANDSLIDE; MAPPING METHOD; NUMERICAL MODEL; REGRESSION ANALYSIS; RISK ASSESSMENT; SATELLITE IMAGERY; TOPOGRAPHY;

ALGERIA; CONSTANTINE [ALGERIA];

EID: 84959154595     PISSN: 18667511     EISSN: 18667538     Source Type: Journal    
DOI: 10.1007/s12517-015-2222-8     Document Type: Article

References (71)

1. Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary review and new perspectives. Bull Eng Geol Environ 58:21–44
2. ARCADIS (2003) Etude des glissements de terrain de la ville de Constantine et de ses alentours. Unpublished report
3. Aris Y, Coiffait PE, Guiraud R (1998) Characterisation of Mesozoic–Cenozoic deformation and paleostress fields in the Central Constantinois, northeast Algeria. Tectonophysics 290:59–85
4. Atkinson PM, Massari R (1998) Generalized linear modelling of susceptibility to landsliding in the central Appennines, 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 65:15–31
6. Ayalew L, Yamagishi H, Marui H, Kanno T (2005) Landslides in Sado Island of Japan: part II. GIS-based susceptibility mapping with comparison of results from two methods and verifications. Eng Geol 81:432–445
7. Bai S, Wang J, Lu G, Zhou P, Hou S, Xu S (2010) GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the three Gorges area, China. Geomorphology 115:23–31
8. Barbieri G, Cambuli P (2009) The weight of evidence statistical method in landslide susceptibility mapping of the Rio Pardu Valley (Sardinia, Italy). 18th World IMACS/MODSIM Congress, Cairns, Australia 13–17 July 2009
9. Barredo JI, Benavides A, Hervas J, Van Westen CJ (2000) Comparing heuristic landslide hazard assessment techniques using GIS in the Tirajana basin, Gran Canaria Island, Spain. Int JAppl Earth Obs Geoinf 2:9–23
10. Benaissa A, Bellouche MA (1999) Propriétés géotechniques de quelques formations géologiques propices aux glissements de terrain dans l’agglomération de Constantine (Algérie). Bull Eng Geol Environ 57:301–310
11. Bonham-Carter GF (1994) Geographic information systems for geoscientists: modeling with GIS. Pergamon Press, Ottawa, p 398
12. Bonham-Carter GF, Agterberg FP, Wright DF (1989) Weights of evidence modelling: a new approach to mapping mineral potential. In: Agterberg FP, Bonham-Carter GF (eds) Statistical applications in earth sciences. Geological Survey of Canada, Ottawa, pp 171–183
13. Bougdal R (2007) Urbanisation et mouvements de versants dans le contexte géologique et géotechnique des bassins néogènes d’Algérie du Nord. PhD thesis. USTHB, Algiers, p 185
14. Bougdal R, Belhai D, Antoine P (2006) Géologie de la ville de Constantine et de ses environs. Bull Serv Géol Algérie 18:3–23
15. Bourenane H, Bouhadad Y, Guettouche MS, Braham M (2014) GIS-based landslide susceptibility zonation using bivariate statistical and expert approaches in the city of Constantine (Northeast Algeria). Bull Eng Geol Environ. doi:10.1007/s10064-014-0616-6
16. Brabb EE (1984) Innovative approaches to landslide hazard and risk mapping. In: Proceedings of the fourth international symposium on landslides, vol 1. Canadian Geotechnical
17. Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman TY (2005) Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three subcatchments by logistic regression analyses. Geomorphology 72:250–271
18. Carrara A, Cardinali M, Guzzetti F, Reichenbach P (1995) GIS technology in mapping landslide hazard. In: Geographical information systems in assessing natural hazards. Kluwer, The Netherlands, pp 135–175
19. Cevik E, Topal T (2003) GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey). Environ Geol 44:949–962
20. Chung CJF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30(3):451–472
21. Chung CJ, Fabbri AG (2008) Predicting landslides for risk analysis—spatial models tested by a cross validation procedure. Geomorphology 94:438–452. doi:10.1016/j.geomorph.2006.12.036
22. Crozier MJ, Glade T (2005) Landslide hazard and risk: issues, concepts and approach. In: Glade T, Anderson M, Crozier MJ (eds) Landslide hazard and risk. Wiley, Chichester, pp 1–40
23. Dai FC, Lee CF, Li JXu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environ Geol 40:381–391
24. 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
25. Esmali Ouri A, Amirian S (2009) Landslide hazard zonation using MR and AHP methods and GIS techniques in Langan watershed, Ardabil, Iran. International Conference on ACRS 2009, Beijing, China
26. Gray DH, Leiser AT (1982) Biotechnical slope protection and erosion control. Van Nostrand Reinhold, New York
27. Guemache MA, Chatelain JL, Machane D, Benahmed S, Djadia L (2011) Failure of landslide stabilization measures: the Sidi Rached viaduct case (Constantine, Algeria). Afr Earth Sci pp 10 10.1016
28. Guiraud R (1973) Evolution post-triasique de l’avant-pays de la chaîne alpine en Algérie, d’après l’étude du bassin du Hodna et des régions voisines. PhD. thesis. Nice Univ
29. Guzzetti F, Carrara A, Cardinali M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31:181–216
30. Isaaks EH, Srivastava RM (1989) An introduction to applied geostatistics. Oxford University Press, Oxford
31. Kevin LKW, Tay LT, Lateh H (2011) Landslide hazard mapping of Penang Island using probabilistic methods and logistic regression. Imaging Systems and Techniques (IST), 2011 I.E. International Conference, pp 273–278
32. Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ Geol 40:1095–1113
33. Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4:33–41
34. 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):847–856
35. Lee S, Ryu JH, Lee MJ, Won JS (2003) Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea. Environ Geol 44:820–833
36. Leroi E (1996) Landslide hazard-risk maps at different scales: objectives, tools and development. In: Proc VII Int Symp Landslides, Trondheim, vol. 1. pp 35–52
37. Letouzey J, Tremolieres P (1980) Paleo-stress fields around the Mediterranean since the Mesozoic derived from microtectonics: comparison with plate tectonic data. Mém Bur Rech Géol Min 115:261–273
38. Machane D, Bouhadad Y, Cheikhlounis G, Chatelain JL, Oubaiche EH, Abbes K, Guillier B, Bensalem R (2008) Examples of geomorphologic and geological hazards in Algeria. Nat Hazards 45:295–308
39. Magliulo P, Di Lisio A, Russo F, Zelano A (2008) Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy. Nat Hazards 47(3):411–435. doi:10.1007/s11069-008-9230-x
40. Nourani V, Komasi M, Alami M (2013) Geomorphology-based genetic programming approach for rainfall–runoff modeling. J Hydroinf 15(2):427–445
41. Ozdemir A, Altural T (2012) A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey. J Asian Earth Sci. doi:10.1016/j.jseaes.2012.12.014
42. Oztekin B, Topal T (2005) GIS-based detachment susceptibility analyses of a cut slope in limestone, Ankara-Turkey. Environ Geol 49(1):124–132. doi:10.1007/s00254-005-0071-6
43. Park S, Choi C, Kim B, Kim J (2012) Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea. Environ Earth Sci. doi:10.1007/s12665-012-1842-5
44. Pourghasemi HR, Pradhan B, Gokceoglu C (2012) Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran. Nat Hazards 63(2):965–996
45. Pourghasemi HR, Goli Jirandeh A, Pradhan B, Xu C, Gokceoglu C (2013) Landslide susceptibility mapping using support vector machine and GIS. J Earth Syst Sci 122(2):349–369
46. Pradhan B, Lee S (2009) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. J Environ Earth Sci (2010) 60:1037–1054. Doi: 10.1007/s12665-009-0245-8
47. Pradhan B, Lee S (2010) Delineation of landslide hazard areas using frequency ratio, logistic regression and artificial neural network model at Penang Island, Malaysia. Environ Earth Sci 60:1037–1054
48. Pradhan B, Youssef A (2010) Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models. Arab J Geosci 3:319–326
49. RGPH (2008) 5ème Recensement de la Population et de l’Habitat en Algérie de l’Office National des Statistiques, (ONS, Avril 2008)
50. Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15:234–281
51. Saaty TL (1980) The analytical hierarchy process. McGraw Hill, New York
52. Saaty TL (2008) Decision making with the analytic hierarchy process. Int J Serv Sci 1(1):83–98
53. Shahabi H, Ahmad BB, Khezri S (2012) Evaluation and comparison of bivariate and multivariate statistical methods for landslide susceptibility mapping (case study: Zab basin). Arab J Geosci. doi:10.1007/s12517-012-0650-2
54. Soeters R, Van Westen CJ (1996) Slope instability recognition, analysis, and zonation. In: Turner KA, Schuster RL (eds) Landslides: investigation and mitigation. Transport Research Board Special Report, vol 247. pp 129–177
55. Suzen ML, Doyuran V (2004) Data driven bivariate susceptibility assessment using geographical information systems: a method and application to Asatsuyu catchment, Turkey. Eng Geol 71:303–321
56. Thiery Y, Malet JP, Sterlacchini S, Puissant A, Maquaire O (2007) Landslide susceptibility assessment by bivariate methods at large scales: application to a complex mountainous environment. Geomorphology 92:38–59. doi:10.1016/j.geomorph.2007.02.020
57. Tien Bui D, Lofman O, Revhaug I, Dick O (2011) Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression. Nat Hazards 59:1413–1444
58. Van den Eeckhaut M, Vanwalleghem T, Poesen J, Govers G, Verstraeten G, Vandekerckhove L (2006) Prediction of landslide susceptibility using rare events logistic regression: a case-study in the Flemish Ardennes (Belgium). Geomorphology 76:392–410
59. Van Westen CJ (1993) Application of geographic information systems to landslide hazard zonation. ITC publication, vol. 15. International Institute for Aerospace and Earth Resources Survey, Enschede, p 245
60. Van Westen CJ (1997) Statistical landslide hazard analysis. ILWIS 2.1 for windows application guide. ITC publication, Enschede, pp 73–84
61. Van Westen CJ, Rengers N, Terlien MTJ, Soeters R (1997) Prediction of the occurrence of slope instability phenomena through GIS-based hazard zonation. Geol Rundsch 86(2):404–414
62. Van Westen CJ, Rengers N, Soeters R (2003) Use of geomorphological information in indirect landslide susceptibility assessment. Nat Hazards 30:399–419
63. Vargas LG (1990) An overview of the analytic hierarchy process and its applications. Eur J Oper Res 48:2–8
64. Varnes DJ (1978) Slope movement, types and processes. In: Schuster RL, Krizek RJ (Eds) Landslides, analyses and control. National Academy of Science, Report 176, Washington, DC, pp 11–35
65. Varnes DJ (1984) Landslide hazard zonation, a review of principles and practice. IAEG Commission on Landslides. UNESCO, Paris. 63 pp
66. Vila JM (1980) La chaîne alpine d’Algérie orientale et des confins algéro-tunisiens. Ph.D thesis. Paris VI Univ
67. Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparisons of results and confirmations. Catena 72(1):1–12. doi:10.1016/j.catena.2007.01.003
68. Yalcin A, Reis S, Aydinoglu AC, Yomralioglu T (2011) A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85:274–287
69. Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: a comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Eng Geol 79(3–4):251–266. doi:10.1016/j.enggeo.2005.02.002
70. Yılmaz I (2009) Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslides (Tokat-Turkey). Comput Geosci 35(6):1125–1138
71. 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