Estimation of rainfall threshold and its use in landslide hazard mapping of Kuala Lumpur metropolitan and surrounding areas

Landslides

Volumn 12, Issue 5, 2015, Pages 861-875

  Althuwaynee, Omar F ^a   Pradhan, Biswajeet ^a   Ahmad, Noordin ^a  

^a UNIVERSITY PUTRA MALAYSIA   (Malaysia)

Author keywords

Antecedent rainfall; GIS; Hazard; Landslide; Malaysia; Remote sensing; Threshold

Indexed keywords

DISASTER PREVENTION; DISASTERS; GAGES; GEOGRAPHIC INFORMATION SYSTEMS; HAZARDS; LANDSLIDES; PROBABILITY; RELIABILITY ANALYSIS; REMOTE SENSING; RISK ANALYSIS; RISK ASSESSMENT; UNCERTAINTY ANALYSIS;

ANTECEDENT RAINFALL; LANDSLIDE HAZARD MAPPING; MALAYSIA; PREDICTION PERFORMANCE; QUANTITATIVE ASSESSMENTS; RAINFALL INDUCED LANDSLIDES; TEMPORAL PROBABILITIES; THRESHOLD;

RAIN;

ESTIMATION METHOD; GIS; HAZARD ASSESSMENT; LANDSLIDE; METROPOLITAN AREA; OPTIMIZATION; PERFORMANCE ASSESSMENT; POISSON RATIO; PRECIPITATION INTENSITY; QUANTITATIVE ANALYSIS; RAINGAUGE; REMOTE SENSING; THRESHOLD;

KUALA LUMPUR [KUALA LUMPUR (ADS)]; KUALA LUMPUR [WEST MALAYSIA]; MALAYSIA; WEST MALAYSIA;

EID: 85028204879     PISSN: 1612510X     EISSN: 16125118     Source Type: Journal    
DOI: 10.1007/s10346-014-0512-y     Document Type: Article

References (55)

1. Althuwaynee OF, Pradhan B (2014) An alternative technique for landslide inventory modeling based on spatial pattern characterization, geoinformation for informed decisions. Springer International Publishing pp 35–48
2. Althuwaynee OF, Pradhan B, Mahmud AR, Yusoff ZM (2012) Prediction of slope failures using bivariate statistical based index of entropy model, Humanities, Science and Engineering (CHUSER), 2012 I.E. Colloquium on IEEE, pp 362–367
3. Althuwaynee OF, Pradhan B, Lee S (2012) Application of an evidential belief function model in landslide susceptibility mapping. Comput Geosci 44:120–135
4. Althuwaynee OF, Pradhan B, Park HJ, Lee JH (2014a) A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping. Catena 114:21–36. doi:10.1016/j.catena.2013.10.011
5. Althuwaynee OF, Pradhan B, Park HJ, Lee JH (2014b) A novel ensemble decision-tree based CHi-squared automatic interaction detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping. Landslides. doi:10.1007/s10346-014-0466-0
6. 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
7. Ayalew L, Yamagishi H, Ugawa N (2004) Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan. Landslides 1:73–81
8. Borga M, Vezzani C, Dalla Fontana G (2005) Regional rainfall depth–duration–frequency equations for an alpine region. Nat Hazards 36:221–235
9. Brand EW, Premchitt J, Phillipson HB (1984) Relationship between rainfall and landslides in Hong Kong. 4th Int Symp. on Landslides, Toronto, pp 377–384
10. Caine N (1980) The rainfall intensity: duration control of shallow landslides and debris flows. Geogr Ann A Phys Geogr 23–27
11. Cardinali M, Galli M, Guzzetti F, Ardizzone F, Reichenbach P, Bartoccini P (2006) Rainfall induced landslides in December 2004 in south-western Umbria, central Italy: types, extent, damage and risk assessment. Nat Hazards Earth Syst Sci 6:237–260
12. Chau K, Sze Y, Fung M, Wong W, Fong E, Chan L (2004) Landslide hazard analysis for Hong Kong using landslide inventory and GIS. Comput Geosci 30:429–443
13. Chleborad AF, Baum RL, Godt JW (2006) Rainfall thresholds for forecasting landslides in the Seattle, Washington, area- exceedance and probability, U. S. Geological Survey, open-file report 2006–1064
14. Chleborad AF, Baum RL, Godt JW, Powers PS (2008) A prototype system for forecasting landslides in the Seattle, Washington area. Geol Soc Am Rev Eng 20:103–120
15. Crovelli RA (2000) Probability models for estimation of number and costs of landslides, US Geological Survey, open file report 00–249. http://pubs.usgs.gov/of/2000/ofr-00-0249/ProbModels.html
16. Crozier MJ, Glade T (2006) Landslide hazard and risk: issues, concepts and approach. Landslide hazard and risk. Wiley, West Sussex, pp 1–40
17. De Vita P (2000) Fenomeni di instabilità delle coperture piroclastiche dei Monti Lattari, di Sarno e di Salerno (Campania) ed analisi degli eventi pluviometrici determinanti. Quad Geol Appl 7:213–235
18. Erener A, Düzgün HS (2013) A regional scale quantitative risk assessment for landslides: case of Kumluca watershed in Bartin, Turkey. Landslides 10:55–73
19. Evett SR, Tolk JA, Howell TA (2006) Soil profile water content determination: sensor accuracy, axial response, calibration, temperature dependence, and precision. Vadose Zone J 5:894
20. Farisham A (2007) Landslides in the hillside development in the Hulu Klang, Klang Valley. Post-graduate seminar, UTM, Skudai
21. Frattini P, Crosta G, Sosio R (2009) Approaches for defining thresholds and return periods for rainfall–triggered shallow landslides. Hydrol Process 23:1444–1460
22. Guzzetti F, Malamud BD, Turcotte DL, Reichenbach P (2002) Power-law correlations of landslide areas in central Italy. Earth Planet Sci Lett 195:169–183
23. Guzzetti F, Reichenbach P, Cardinali M, Galli M, Ardizzone F (2005) Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72:272–299
24. Guzzetti F, Peruccacci S, Rossi M, Stark CP (2007) Rainfall thresholds for the initiation of landslides in central and southern Europe. Meteorog Atmos Phys 98:239–267
25. Huabin W, Gangjun L, Weiya X, Gonghui W (2005) GIS-based landslide hazard assessment: an overview. Prog Phys Geogr 29:548–567
26. Iverson RM (2000) Landslide triggering by rain infiltration. Water Resour Res 36:1897–1910
27. Jaapar ARB (2006) A framework of a national slope safety system for Malaysia, Universiti Kebangsaan Malaysia
28. Jaiswal P, van Westen CJ (2009) Estimating temporal probability for landslide initiation along transportation routes based on rainfall thresholds. Geomorphology 112:96–105
29. Jaiswal P, van Westen CJ, Jetten V (2010) Quantitative landslide hazard assessment along a transportation corridor in southern India. Eng Geol 116:236–250
30. Jakob M, Weatherly H (2003) A hydroclimatic threshold for landslide initiation on the North Shore Mountains of Vancouver, British Columbia. Geomorphology 54:137–156
31. Jamaludin S, Ali F (2011) An overview of some empirical correlations between rainfall and shallow landslides and their applications in Malaysia. Electron J Geotech Eng 16:1429–1440
32. Jamaludin S, Hussein AN (2006) Landslide hazard and risk assessment: the Malaysian experience, Notes
33. Keefer DK, Wilson RC, Mark RK, Brabb EE, Brown WM, Ellen SD, Harp EL, Wieczorek GF, Alger CS, Zatkin RS (1987) Real-time landslide warning during heavy rainfall. Science 238:921–925
34. Kemec S, Zlatanova S, Duzgun S (2009) Selecting 3D urban visualisation models for disaster management: a rule-based approach, Proceedings of TIEMS 2009 Annual Conference, June, pp 9–11
35. Lai SH, Mohd A, Mohd S, Law PL, Mah DYS (2008) Applications of GIS and remote sensing in the hydrological study of the upper Bernam river Basin, Malaysia. The Institution of Engineers, Malaysia 69(1):13–18
36. Lee ML, Ng KY, Huang YF, Li WC (2014) Rainfall-induced landslides in Hulu Kelang area, Malaysia. Nat Hazards 70:353–375
37. Lucà F, D’Ambrosio D, Robustelli G, Rongo R, Spataro W (2014) Integrating geomorphology, statistic and numerical simulations for landslide invasion hazard scenarios mapping: an example in the Sorrento Peninsula (Italy). Comput Geosci
38. Malamud BD, Turcotte DL, Guzzetti F, Reichenbach P (2004) Landslide inventories and their statistical properties. Earth Surf Process Landf 29:687–711
39. Nefeslioglu HA, Gokceoglu C (2011) Probabilistic risk assessment in medium scale for rainfall-induced earthflows: catakli catchment area (Cayeli, Rize, Turkey). Math Probl Eng 2011
40. Noor MJMM, Aziz AA, Suhadi RUR (1993) Effects of cemented rice husk ash mixtures on compaction, strength and durability of Melaka series lateritic soil. Universiti Pertanian Malaysia, Serdang. 28:735–745
41. Pasuto A, Silvano S (1998) Rainfall as a trigger of shallow mass movements. A case study in the Dolomites, Italy. Environ Geol 35:184–189
42. Pradhan B (2011) Manifestation of an advanced fuzzy logic model coupled with geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling. Environ Ecol Stat 18:471–493
43. Pradhan B, Lee S (2007) Utilization of optical remote sensing data and GIS tools for regional landslide hazard analysis using an artificial neural network model. Earth Sci Front 14:143–151
44. Pradhan B, Lee S (2010a) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models. Environ Earth Sci 60:1037–1054
45. Pradhan B, Lee S (2010b) Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling. Environ Model Softw 25:747–759
46. Pradhan B, Oh HJ, Buchroithner M (2010a) Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area. Geomatics Nat Hazards Risk 1(3):199–223
47. Pradhan B, Youssef A, Varathrajoo R (2010b) Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model. Geo-spatial Information Science 13(2):93–102
48. Pradhan B, Mansor S, Pirasteh S, Buchroithner MF (2011) Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model. Int J Remote Sens 32(14):4075–4087
49. Salciarini D, Godt JW, Savage WZ, Baum RL, Conversini P (2008) Modeling landslide recurrence in Seattle, Washington, USA. Eng Geol 102:227–237
50. Tien Bui D, Pradhan B, Lofman O, Revhaug I, Dick OB (2012) Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): a comparative assessment of the efficacy of evidential belief functions and fuzzy logic models. Catena 96:28–40
51. Tien Bui D, Pradhan B, Lofman O, Revhaug I, Dick ØB (2013) Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam. Nat Hazards 66:707–730
52. Varnes D (1984) The International Association of Engineering Geology Commission on Landslides and Other Mass Movements on Slopes. 1984. Landslide hazard zonation: a review of principles and practice. Natural Hazard. United Nations Educational, Scientific and Cultural Organization 3, 63
53. White I, Mottershead D, Harrison J (1996) Environmental systems, 2nd edn. Chapman & Hall, London
54. Wieczorek GF (1996) Landslide triggering mechanisms. Landslides Investig Mitig 76–90
55. Zezere J, Trigo R, Trigo I (2005) Shallow and deep landslides induced by rainfall in the Lisbon region (Portugal): assessment of relationships with the North Atlantic Oscillation. Nat Hazards Earth Syst Sci 5:331–344