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Volumn 184, Issue 2, 2012, Pages 715-727

Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: A case study at Penang Island, Malaysia

Author keywords

Frequency ratio analysis; GIS; Land use cover; Landslides; Malaysia; Remote sensing; Soil erosion; USLE

Indexed keywords

CONSERVATION; EROSION; GEOGRAPHIC INFORMATION SYSTEMS; LAND USE; LANDFORMS; LANDSLIDES; REMOTE SENSING; SEDIMENT TRANSPORT; SOILS; SPACE OPTICS;

EID: 85027941774     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-011-1996-8     Document Type: Article
Times cited : (203)

References (46)
  • 2
    • 0032716693 scopus 로고    scopus 로고
    • A rule-based soil erosion model for a hilly catchment
    • 10.1016/S0341-8162(99)00023-5
    • J Adinarayana KG Rao NR Krishna P Venkatachalam JK Suri 1999 A rule-based soil erosion model for a hilly catchment Catena 37 3-4 309 318 10.1016/S0341-8162(99)00023-5
    • (1999) Catena , vol.37 , Issue.34 , pp. 309-318
    • Adinarayana, J.1    Rao, K.G.2    Krishna, N.R.3    Venkatachalam, P.4    Suri, J.K.5
  • 3
    • 85028113863 scopus 로고
    • Environmental impacts of road construction up Gunung Raya, Pulau Langkawi
    • R.P. Lim S.W. Lee (eds). Malaysian Nature Society Kuala Lumpur
    • Ahmad, C. (1992). Environmental impacts of road construction up Gunung Raya, Pulau Langkawi. In R. P. Lim, & S. W. Lee (Eds.), Hill development, proceedings of the Seminar (pp. 16-19). Kuala Lumpur: Malaysian Nature Society.
    • (1992) Hill Development, Proceedings of the Seminar , pp. 16-19
    • Ahmad, C.1
  • 4
    • 77953651150 scopus 로고    scopus 로고
    • Characterization and geotechnical properties of Penang residual soils with emphasis on landslides
    • 10.3844/ajessp.2006.121.128
    • F Ahmad AS Yahaya MA Farooqi 2006 Characterization and geotechnical properties of Penang residual soils with emphasis on landslides American Journal of Environnemental Science 2 4 121 128 10.3844/ajessp.2006.121.128
    • (2006) American Journal of Environnemental Science , vol.2 , Issue.4 , pp. 121-128
    • Ahmad, F.1    Yahaya, A.S.2    Farooqi, M.A.3
  • 5
    • 0003309672 scopus 로고
    • An approximation of the rainfall factor in the USLE
    • M. de Boodt D. Gabriels (eds). Wiley Chichester
    • Arnoldus, H. M. (1981). An approximation of the rainfall factor in the USLE. In M. de Boodt, & D. Gabriels (Eds.), Assessment of erosion (pp. 127-132). Chichester: Wiley.
    • (1981) Assessment of Erosion , pp. 127-132
    • Arnoldus, H.M.1
  • 6
    • 0036606865 scopus 로고    scopus 로고
    • Erosion database interface (EDI): A computer program for georeferenced application of erosion prediction models
    • 10.1016/S0098-3004(01)00091-7
    • S Beatriz L Ranieri QJ Lier G Sparovek DC Flanagan 2002 Erosion database interface (EDI): A computer program for georeferenced application of erosion prediction models Computer & Geoscience 28 5 661 668 10.1016/S0098-3004(01) 00091-7
    • (2002) Computer & Geoscience , vol.28 , Issue.5 , pp. 661-668
    • Beatriz, S.1    Ranieri, L.2    Lier, Q.J.3    Sparovek, G.4    Flanagan, D.C.5
  • 7
    • 0037011842 scopus 로고    scopus 로고
    • Mapping erosion risk for cultivated soil in France
    • 10.1016/S0341-8162(01)00167-9
    • YL Bissonnais C Montier M Jamagne J Daroussin D King 2002 Mapping erosion risk for cultivated soil in France Catena 46 2-3 207 220 10.1016/S0341-8162(01) 00167-9
    • (2002) Catena , vol.46 , Issue.23 , pp. 207-220
    • Bissonnais, Y.L.1    Montier, C.2    Jamagne, M.3    Daroussin, J.4    King, D.5
  • 8
    • 0004257071 scopus 로고
    • D. Brunsden D.B. Prior (eds). Wiley Singapore
    • Brunsden, D.; & Prior, D. B. (Eds.) (1984). Slope instability. Wiley, Singapore.
    • (1984) Slope Instability
  • 9
    • 77950043685 scopus 로고    scopus 로고
    • Environmental hazards associated with hill land development in Penang Island, Malaysia: Some recommendations on effective management
    • 10.1108/09653569810230148
    • NW Chan 1998 Environmental hazards associated with hill land development in Penang Island, Malaysia: Some recommendations on effective management Disaster Prevention and Management 7 4 305 318 10.1108/09653569810230148
    • (1998) Disaster Prevention and Management , vol.7 , Issue.4 , pp. 305-318
    • Chan, N.W.1
  • 10
    • 77950052027 scopus 로고    scopus 로고
    • Responding to landslide hazards in rapidly developing Malaysia: A case of economics versus environmental protection
    • Chan, N. W. (1998b). Responding to landslide hazards in rapidly developing Malaysia: A case of economics versus environmental protection. Disaster Prevention and Management, 7(1).
    • (1998) Disaster Prevention and Management , vol.7 , Issue.1
    • Chan, N.W.1
  • 12
    • 0029750404 scopus 로고    scopus 로고
    • Comparison of routing algorithms for digital elevation models and their implications for predicting ephemeral gullies
    • PJJ Desmet G Govers 1996 Comparison of routing algorithms for digital elevation models and their implications for predicting ephemeral gullies International Journal of GIS 10 311 331
    • (1996) International Journal of GIS , vol.10 , pp. 311-331
    • Desmet, P.J.J.1    Govers, G.2
  • 13
    • 34347379912 scopus 로고    scopus 로고
    • Use of USLE/GIS methodology for predicting soil loss in a Semiarid agricultural watershed
    • 10.1007/s10661-006-9464-6
    • H Emrah E Günay B İlhami 2007 Use of USLE/GIS methodology for predicting soil loss in a Semiarid agricultural watershed Environmental Monitoring and Assessment 131 153 161 10.1007/s10661-006-9464-6
    • (2007) Environmental Monitoring and Assessment , vol.131 , pp. 153-161
    • Emrah, H.1    Günay, E.2    Ilhami, B.3
  • 14
    • 77950048974 scopus 로고
    • Landuse and soil erosion problems in Malaysia
    • Consumers' Association of Penang (Ed.) Consumers' Association of Malaysia, Penang
    • Goh, K. C. (1982). Landuse and soil erosion problems in Malaysia. In Consumers' Association of Penang (Ed.), Development and the environmental crisis: A Malaysian case. Consumers' Association of Malaysia, Penang.
    • (1982) Development and the Environmental Crisis: A Malaysian Case
    • Goh, K.C.1
  • 15
    • 0033825786 scopus 로고    scopus 로고
    • Canadian agri-environmental indicators related to land quality: Integrating census and biophysical data to estimate soil cover, wind erosion and soil salinity
    • 10.1016/S0167-8809(00)00185-7
    • E Huffman RG Eilers G Padbury G Wall KB MacDonald 2000 Canadian agri-environmental indicators related to land quality: Integrating census and biophysical data to estimate soil cover, wind erosion and soil salinity Agriculture Ecosystems & Environment 81 2 113 123 10.1016/S0167-8809(00) 00185-7
    • (2000) Agriculture Ecosystems & Environment , vol.81 , Issue.2 , pp. 113-123
    • Huffman, E.1    Eilers, R.G.2    Padbury, G.3    Wall, G.4    MacDonald, K.B.5
  • 16
    • 1242344061 scopus 로고    scopus 로고
    • Soil erosion assessment and its verification using the universal soil loss equation and geographic information system: A case study at Boun, Korea
    • 10.1007/s00254-003-0897-8
    • S Lee 2004 Soil erosion assessment and its verification using the universal soil loss equation and geographic information system: A case study at Boun, Korea Environmental Geology 45 457 465 10.1007/s00254-003-0897-8
    • (2004) Environmental Geology , vol.45 , pp. 457-465
    • Lee, S.1
  • 17
    • 33845678462 scopus 로고    scopus 로고
    • Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia
    • 10.1007/s12040-006-0004-0
    • S Lee B Pradhan 2006 Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia Journal of Earth System Science 115 6 661 672 10.1007/s12040-006-0004-0
    • (2006) Journal of Earth System Science , vol.115 , Issue.6 , pp. 661-672
    • Lee, S.1    Pradhan, B.2
  • 18
    • 84857327145 scopus 로고
    • Hill development
    • Malaysian Nature Society, Kuala Lumpur
    • Lim, R. P.; & Lee, S. W. (Eds.) (1992). Hill development. In Proceedings of the Seminar, Malaysian Nature Society, Kuala Lumpur.
    • (1992) Proceedings of the Seminar
    • Lim, R.P.1    Lee, S.W.2
  • 20
    • 0037217331 scopus 로고    scopus 로고
    • A spatial information technology approach for the mapping and quantification of gully erosion
    • 10.1016/S0341-8162(02)00134-0
    • JA Martínez-Casasnovas 2003 A spatial information technology approach for the mapping and quantification of gully erosion Catena 50 2-4 293 308 10.1016/S0341-8162(02)00134-0
    • (2003) Catena , vol.50 , Issue.24 , pp. 293-308
    • Martínez-Casasnovas, J.A.1
  • 21
    • 0036169842 scopus 로고    scopus 로고
    • Soil erosion caused by extreme rainfall events: Mapping and quantification in agricultural plots from very detailed digital elevation models
    • 10.1016/S0016-7061(01)00096-9
    • JA Martínez-Casasnovas MC Ramos M Ribes-Dasi 2002 Soil erosion caused by extreme rainfall events: Mapping and quantification in agricultural plots from very detailed digital elevation models Geoderma 105 1-2 125 140 10.1016/S0016-7061(01)00096-9
    • (2002) Geoderma , vol.105 , Issue.12 , pp. 125-140
    • Martínez-Casasnovas, J.A.1    Ramos, M.C.2    Ribes-Dasi, M.3
  • 22
    • 0032787022 scopus 로고    scopus 로고
    • Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed
    • 10.1016/S0341-8162(99)00067-3
    • AA Millward JE Mersey 1999 Adapting the RUSLE to model soil erosion potential in a mountainous tropical watershed Catena 38 2 109 129 10.1016/S0341-8162(99)00067-3
    • (1999) Catena , vol.38 , Issue.2 , pp. 109-129
    • Millward, A.A.1    Mersey, J.E.2
  • 23
    • 0034955925 scopus 로고    scopus 로고
    • Conservation strategies for effective land management of protected areas using an erosion prediction information system (EPIS)
    • 10.1006/jema.2000.0415 1:STN:280:DC%2BD3MzhtVGgug%3D%3D
    • AA Millward JE Mersey 2001 Conservation strategies for effective land management of protected areas using an erosion prediction information system (EPIS) Environmental Management 61 4 329 343 10.1006/jema.2000.0415 1:STN:280:DC%2BD3MzhtVGgug%3D%3D
    • (2001) Environmental Management , vol.61 , Issue.4 , pp. 329-343
    • Millward, A.A.1    Mersey, J.E.2
  • 24
    • 0022928602 scopus 로고
    • Physical basis of the length-slope factor in the universal soil loss equation
    • 10.2136/sssaj1986.03615995005000050042x
    • I Moore G Burch 1986 Physical basis of the length-slope factor in the universal soil loss equation Soil Science Society of America Journal 50 1294 1298 10.2136/sssaj1986.03615995005000050042x
    • (1986) Soil Science Society of America Journal , vol.50 , pp. 1294-1298
    • Moore, I.1    Burch, G.2
  • 25
    • 0022812455 scopus 로고
    • Modeling erosion and deposition: Topographic effects
    • I Moore G Burch 1986 Modeling erosion and deposition: Topographic effects TRANS of ASAE 29 6 1624 1630
    • (1986) TRANS of ASAE , vol.29 , Issue.6 , pp. 1624-1630
    • Moore, I.1    Burch, G.2
  • 26
    • 80051570616 scopus 로고    scopus 로고
    • Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area
    • 10.1016/j.cageo.2010.10.012
    • HJ Oh B Pradhan 2010 Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area Computers & Geosciences 10.1016/j.cageo.2010.10.012
    • (2010) Computers & Geosciences
    • Oh, H.J.1    Pradhan, B.2
  • 27
    • 77954087468 scopus 로고
    • The geology and engineering geology of Penang Island
    • Malaysia
    • Ong, W. S. (1993). The geology and engineering geology of Penang Island. Geological Survey of Malaysia, Malaysia.
    • (1993) Geological Survey of Malaysia
    • Ong, W.S.1
  • 29
    • 77950518811 scopus 로고    scopus 로고
    • Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia
    • 10.1016/j.asr.2010.01.006 1:CAS:528:DC%2BC3cXksFKgtr8%3D
    • B Pradhan 2010 Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia Advances in Space Research 45 1244 1256 10.1016/j.asr.2010.01. 006 1:CAS:528:DC%2BC3cXksFKgtr8%3D
    • (2010) Advances in Space Research , vol.45 , pp. 1244-1256
    • Pradhan, B.1
  • 30
    • 79955068561 scopus 로고    scopus 로고
    • Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia
    • 10.1007/s12665-010-0705-1 (article on-line first available)
    • B Pradhan 2010 Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia Environmental Earth Sciences 10.1007/s12665-010-0705-1 (article on-line first available)
    • (2010) Environmental Earth Sciences
    • Pradhan, B.1
  • 31
    • 80051846342 scopus 로고    scopus 로고
    • Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling
    • 10.1007/s10651-010-0147-7 (article on-line first available)
    • B Pradhan 2010 Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling Environmental and Ecological Statistics 10.1007/s10651-010-0147-7 (article on-line first available)
    • (2010) Environmental and Ecological Statistics
    • Pradhan, B.1
  • 32
    • 79955066106 scopus 로고    scopus 로고
    • Comparison and validation of landslide susceptibility maps using an artificial neural network model for three test areas in Malaysia
    • 10.2113/gseegeosci.16.2.107
    • B Pradhan MF Buchroithner 2010 Comparison and validation of landslide susceptibility maps using an artificial neural network model for three test areas in Malaysia Environmental & Engineering Geoscience 16 2 107 126 10.2113/gseegeosci.16.2.107
    • (2010) Environmental & Engineering Geoscience , vol.16 , Issue.2 , pp. 107-126
    • Pradhan, B.1    Buchroithner, M.F.2
  • 33
    • 70350074037 scopus 로고    scopus 로고
    • Landslide risk analysis using artificial neural network model focussing on different training sites
    • B Pradhan S Lee 2009 Landslide risk analysis using artificial neural network model focussing on different training sites International Journal of Physical Sciences 4 1 1 15
    • (2009) International Journal of Physical Sciences , vol.4 , Issue.1 , pp. 1-15
    • Pradhan, B.1    Lee, S.2
  • 34
    • 77954084069 scopus 로고    scopus 로고
    • Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models
    • 10.1007/s12665-009-0245-8
    • B Pradhan S Lee 2010 Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models Environmental Earth Sciences 60 1037 1054 10.1007/s12665-009-0245-8
    • (2010) Environmental Earth Sciences , vol.60 , pp. 1037-1054
    • Pradhan, B.1    Lee, S.2
  • 35
    • 77149157821 scopus 로고    scopus 로고
    • Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
    • 10.1007/s10346-009-0183-2
    • B Pradhan S Lee 2010 Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia Landslides 7 1 13 30 10.1007/s10346-009-0183-2
    • (2010) Landslides , vol.7 , Issue.1 , pp. 13-30
    • Pradhan, B.1    Lee, S.2
  • 36
    • 76749088419 scopus 로고    scopus 로고
    • Landslide susceptibility assessment and factor effect analysis: Backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling
    • 10.1016/j.envsoft.2009.10.016
    • B Pradhan S Lee 2010 Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling Environmental Modelling & Software 25 6 747 759 10.1016/j.envsoft.2009.10.016
    • (2010) Environmental Modelling & Software , vol.25 , Issue.6 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 37
    • 77955354845 scopus 로고    scopus 로고
    • Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model
    • 10.1127/1432-8364/2010/0037
    • B Pradhan S Lee MF Buchroithner 2010 Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model Photogrammetrie, Fernerkundung, Geoinformation 1 1 17 32 10.1127/1432-8364/2010/0037
    • (2010) Photogrammetrie, Fernerkundung, Geoinformation , vol.1 , Issue.1 , pp. 17-32
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 38
    • 77952010906 scopus 로고    scopus 로고
    • A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses
    • 10.1016/j.compenvurbsys.2009.12.004
    • B Pradhan S Lee MF Buchroithner 2010 A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses Computers, Environment and Urban Systems 34 216 235 10.1016/j.compenvurbsys.2009.12.004
    • (2010) Computers, Environment and Urban Systems , vol.34 , pp. 216-235
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 39
    • 77955403894 scopus 로고    scopus 로고
    • Comparison between prediction capabilities of neural network and fuzzy logic techniques for landslide susceptibility mapping
    • B Pradhan S Pirasteh 2010 Comparison between prediction capabilities of neural network and fuzzy logic techniques for landslide susceptibility mapping Disaster Advances 3 3 26 34
    • (2010) Disaster Advances , vol.3 , Issue.3 , pp. 26-34
    • Pradhan, B.1    Pirasteh, S.2
  • 40
    • 77954455525 scopus 로고    scopus 로고
    • Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models
    • 10.1007/s12517-009-0089-2
    • B Pradhan AM Youssef 2010 Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models Arabian Journal of Geosciences 3 3 319 326 10.1007/s12517-009-0089-2
    • (2010) Arabian Journal of Geosciences , vol.3 , Issue.3 , pp. 319-326
    • Pradhan, B.1    Youssef, A.M.2
  • 42
    • 0036378660 scopus 로고    scopus 로고
    • Soil erosion assessment tools from point to regional scales-The role of geomorphologists in land management research and implementation
    • 10.1016/S0169-555X(02)00082-X
    • CS Renschler J Harbor 2002 Soil erosion assessment tools from point to regional scales-The role of geomorphologists in land management research and implementation Geomorphology 47 189 209 10.1016/S0169-555X(02)00082-X
    • (2002) Geomorphology , vol.47 , pp. 189-209
    • Renschler, C.S.1    Harbor, J.2
  • 46
    • 71549130284 scopus 로고    scopus 로고
    • Geomorphological hazard analysis along the Egyptian red sea coast between Safaga and Quseir
    • 10.5194/nhess-9-751-2009
    • AM Youssef B Pradhan AFD Gaber MF Buchroithner 2009 Geomorphological hazard analysis along the Egyptian red sea coast between Safaga and Quseir Natural Hazards & Earth System Sciences 9 3 751 766 10.5194/nhess-9-751-2009
    • (2009) Natural Hazards & Earth System Sciences , vol.9 , Issue.3 , pp. 751-766
    • Youssef, A.M.1    Pradhan, B.2    Gaber, A.F.D.3    Buchroithner, M.F.4


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