PFR model and GiT for landslide susceptibility mapping: A case study from Central Alborz, Iran

Natural Hazards

Volumn 57, Issue 2, 2011, Pages 395-412

  Jadda, Mehrnoosh ^a   Shafri, Helmi Z M ^a   Mansor, Shattri B ^a  

^a UNIVERSITY PUTRA MALAYSIA   (Malaysia)

Author keywords

Central Alborz; Landslide; Probabilistic frequency ratio; Susceptibility

Indexed keywords

DATA INTERPRETATION; DRAINAGE; GEOMORPHOLOGY; LANDSLIDE; MAPPING; SATELLITE DATA; SATELLITE IMAGERY;

ELBURZ; IRAN;

EID: 79955522958     PISSN: 0921030X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11069-010-9620-8     Document Type: Article

References (54)

1. Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary, review and new perspectives. Bull Eng Geol Environ 58: 21-44.
2. Allen MB, Ghassemi MR, Shahrabi M, Qorashi M (2003) Accommodation of late Cenozoic oblique shortening in the Alborz range, northern Iran. J Struct Geol 25(5): 659-672.
3. Anbalagan R (1992) Landslide hazard evaluation and zonation mapping in mountainous terrain. Eng Geol 32: 269-277.
4. Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphol 65: 15-31.
5. Barredo J, 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 J Appl Earth Obs Geoinf 2(1): 9-23.
6. Berberian M, Yeats RS (2001) Contribution of archeological data to studies of earthquake history in the Iranian Plateau. J Struct Geol 23: 563-584.
7. Binaghi E, Brivio PA, Ghezzi P, Rampini A (1999) A fuzzy set-based accuracy assessment of soft classification. Pattern Recognit Lett 20(9): 935-948.
8. Brunsden D (1996) Mass movement, the research frontier and beyond: a geomorphological approach. Geomorphol 7: 85-128.
9. Carrara A, Cardinali M, Detti R, Guzzetti G, Pasqui V, Reichenbach P (1991) GIS techniques and statistical models in evaluating landslide hazard. Earth Surf Process Landf 16(5): 427-445.
10. Carrara A, Guzzetti F, Cardinali M, Reichenbach P (1999) Use of GIS technology in the prediction and monitoring of landslide hazard. Nat Hazards 20: 117-135.
11. Chi KH, Park NW, Chung CJ (2002) Fuzzy logic integration for landslide hazard mapping using spatial data from Boeun, Korea. In: International Society for Photogrammetry and Remote Sensing (ISPRS). Available via http://www. isprs. org/commission4/proceedings02/paper. html. Accessed 15 Oct 2008.
12. Chung CF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30: 451-472.
13. Donati L, Turrini MC (2002) An objective method to rank the importance of the factors predisposing to landslides with the GIS methodology: application to an area of the Apennines (Valnerina; Perugia, Italy). Eng Geol 63: 277-289.
14. Eeckhaut MVD, 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). Geomorphol 76: 392-410.
15. Ghasemi MR, Ghorashi M, Mirzaee N, Talebian M, Nazari H, Haghipour N, Salamati R (2004) Report on the Firuzabad-Kojur earthquake (Baladeh earthquake) of May 28, 2004. In: National Geoscience Database of Iran (NGDI). Available via http://www. ngdir. ir/GeoportalInfo/SubjectInfoDetail. asp?PID=35. Accessed 20 Nov. 2008.
16. Giacinto G, Roli F, Bruzzone L (2000) Combination of neural and statistical algorithms for supervised classification of remote-sensing images. Pattern Recognit Lett 21: 385-397.
17. 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.
18. Gorsevski PV, Gessler P, Foltz RB (2000) Spatial prediction of landslide hazard using discriminant analysis and GIS. In: GIS in the rockies 2000 conference and workshop: applications for the 21st century. Available via http://www. fs. fed. us/rm/pubs_other/rmrs_2000_foltz_r001. pdf. Accessed 15 Sept. 2008.
19. 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.
20. Guzzetti F, Reichenbach P, Cardinali M, Galli M, Ardizzone F (2005) Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72: 272-299.
21. Jackson J, Priestley K, Allen M, Berberian M (2002) Active tectonics of the South Caspian Basin. Geophys J Int 148: 214-245.
22. Kanungo DP, Arora MK, Sarkar S, Gupta RP (2006) A comparative study of conventional, ANN black box, fuzzy and combined neural and fuzzy weighting procedures for landslide susceptibility zonation in Darjeeling Himalayas. Eng Geol 85: 347-366.
23. Lan HX, Zhou CH, Wang LJ, Zhang HY, Li RH (2004) Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China. Eng Geol 76: 109-128.
24. Lee S, Dan NT (2005) Probabilistic landslide susceptibility mapping in the Lai Chau province of Vietnam: focus on the relationship between tectonic fractures and landslides. Env Geol 48: 778-787.
25. Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Env Geol 40: 1095-1113.
26. Lee S, Pradhan B (2006) Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia. J Earth Syst Sci 115(6): 661-672.
27. Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4: 33-41.
28. Lee S, Talib JA (2005) Probabilistic landslide susceptibility and factor effect analysis. Env Geol 47: 982-990.
29. 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(11): 2037-2052.
30. Lee S, Ryu JH, Won JS, Park HJ (2004b) Determination and application of the weights for landslide susceptibility mapping using an artificial neural network. Eng Geol 71: 289-302.
31. Luzi L, Pergalani F (1996) Applications of statistical and GIS techniques to slope instability zonation (1: 50. 000 Fabriano geological map sheet). Soil Dyn Earthq Eng 15: 83-94.
32. Luzi L, Pergalani F, Terlien MTJ (2000) Slope vulnerability to earthquakes at subregional scale, using probabilistic techniques and geographic information systems. Eng Geol 58: 313-336.
33. Mantovani F, Soeters R, westen CJV (1996) Remote sensing techniques for landslides and hazard zonation in europe. Geomorphology 15: 213-225.
34. 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.
35. Nichol JE, Wong MS (2005) Satellite remote sensing for detailed landslide inventories using change detection and image fusion. Int J Remote Sens 26: 1913-1926.
36. Odajima T, Tsuchida S, Yamaguchi Y, Kamai T, Siagian YOP (1998) GIS and remote sensing based analysis of landslide hazards in Cianjur, West Java, Indonesia. Proceedings of international symposium on application of remote sensing and geographic information system to disaster reduction (ITIT International Symposium). Japan: Institute for Transfer of Industrial Technology 3-4 March pp 185-190.
37. Ohlmacher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Eng Geol 69: 331-343.
38. Pachauri AK, Pant M (1992) Landslide hazard mapping based on geological attributes. Eng Geol 32: 81-100.
39. Refice A, Capolongo D (2002) Probabilistic modeling of uncertainties in earthquake-induced landslide hazard assessment. Comput Geosci 28: 735-749.
40. Sarkar S, Kanungo DP (2004) An integrated approach for landslide susceptibility mapping using remote sensing and GIS. Photogramm Eng Remote Sensing 70(5): 617-625.
41. Sharifikia M (2007) "Remote sensing and GIS application in Geohazard, a case study central Alborz Iran", PhD thesis submitted to University of Delhi Department of Geology, India.
42. Shoaei Z, Shoaei G, Emamjomeh R (2005) Interpretation of the mechanism of motion and suggestion of remedial measures using gps continuous monitoring data. In: Sassa K, Fukuoka H, Wang F, Wang G (eds) Landslides risk analysis and sustainable disaster management. Springer, Berlin, pp 327-335.
43. Tatar M, Jackson J, Hatzfeld D, Bergman E (2007) The 2004 May 28 Baladeh earthquake (Mw 6. 2) in the Alborz, Iran: overthrusting the South Caspian Basin margin, partitioning of oblique convergence and the seismic hazard of Tehran. Geophys J Int 170: 249-261.
44. van Westen CJ (2000) The modeling of landslide hazards using GIS. Surv Geophys 21(2-3): 241-255.
45. van Westen CJ (2004) Geo-information tools for landslide risk assessment: an overview of recent developments. In: Lacerda W, Erlich V, Fontoura SAB, Sayao ASF (eds) Landslides: evaluation and stabilization. Balkema, London, pp 39-56.
46. van Westen CJ, Terlien MTJ (1996) An approach towards deterministic landslide hazard analysis in GIS. A case study from Manizales (Colombia). Earth Surf Process Landf 21: 853-868.
47. van Westen CJ, van Asch TWJ, Soeters R (2005) Landslide hazard and risk zonation: why is it still so difficult? Bull Eng Geol Environ 65(2): 167-184.
48. Varnes DJ (1978) Slope movement types and process. In: Shuster RL and Krizek RJ (ed) TRB special report 176, Landslides: an analysis and control, National Academy of Sciences, Washington DC, pp 11-33.
49. Watts P (2004) Probabilistic predictions of landslide tsunamis off Southern California. Mar Geol 203: 281-301.
50. Yilmaz 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: 1125-1138.
51. Zanchi A, Berra F, Mattei M, Ghassemi MR, Sabouri J (2006) Inversion tectonics in central Alborz, Iran. J Struct Geol 28: 2023-2037.
52. Zêzere JL ML, Rodrigues ReisE, Garcia R, Oliveira S, Vieira G, Ferreira AB (2004) Spatial and temporal data management for the probabilistic landslide hazard assessment considering landslide typology. In: Lacerda, Ehrlich, Fontoura, Sayão (eds) Landslides: evaluation and stabilization. Taylor & Francis Group, London, pp 117-123.
53. Zhou CH, Lee CF, Li J, Xu ZW (2002) On the spatial relationship between landslides and causative factors on Lantau Island, Hong Kong. Geomorphology 43: 197-207.
54. Zhou G, Esaki T, Mitani M, Xie M, Mori J (2003) Spatial probabilistic modelling of slope failure using integrated GIS Monte Carlo simulation approach. Eng Geol 68: 373-386.