Skip to main content
Erschienen in: Geotechnical and Geological Engineering 1/2015

01.02.2015 | Original paper

Susceptibility Assessment of Shallow Landslides in Hulu Kelang Area, Kuala Lumpur, Malaysia Using Analytical Hierarchy Process and Frequency Ratio

verfasst von: Nader Saadatkhah, Azman Kassim, Lee Min Lee

Erschienen in: Geotechnical and Geological Engineering | Ausgabe 1/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Hulu Kelang is known as one of the most landslide susceptible areas in Malaysia. From 1990 to 2011, a total of 28 landslide events had been reported in this area. This paper compares two models as Analytical Hierarchy Process (AHP) and probability–frequency ratio (FR) methods for recognizing landslide susceptibility regions in the Hulu Kelang area. Eleven landslide influencing factors were considered to form the probability–FR and AHP matrix, i.e. lithology-weathering, land cover, curvature, slope inclination, slope aspect, drainage density, elevation, distance to lake and stream, distance to road and trenches, the Stream Power Index and the Topographic Wetness Index. The accuracy of the maps produced from the two models were verified using a receiver operating characteristics. The verification results indicated that the probability–FR model based on probabilistic analysis of spatial distribution of historical landslide events was capable of producing a more reliable landslide susceptibility map in this study area compared to AHP model. About 89 % of the landslide locations have been predicted accurately by using the FR map.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Akgün A, Bulut F (2007) GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environ Geol 51:1348–1377CrossRef Akgün A, Bulut F (2007) GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environ Geol 51:1348–1377CrossRef
Zurück zum Zitat Akgün A, Dag S, Bulut F (2008) Landslide susceptibility mapping for landslide-prone area (Findikli, NE Turkey) by likelihood frequency ratio and weighted linear combination models. Environ Geol 54:1127–1143CrossRef Akgün A, Dag S, Bulut F (2008) Landslide susceptibility mapping for landslide-prone area (Findikli, NE Turkey) by likelihood frequency ratio and weighted linear combination models. Environ Geol 54:1127–1143CrossRef
Zurück zum Zitat Ali F (2000) Unsaturated tropical residual soils and rainfall induced slopes in malaysia. Asian Conference on Unsaturated Soils Singapore 41(52):18–19 Ali F (2000) Unsaturated tropical residual soils and rainfall induced slopes in malaysia. Asian Conference on Unsaturated Soils Singapore 41(52):18–19
Zurück zum Zitat Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko mountains. Cent Jpn Geomorphol 65:15–31CrossRef Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko mountains. Cent Jpn Geomorphol 65:15–31CrossRef
Zurück zum Zitat 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. Jpn Landslides 1:73–81CrossRef 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. Jpn Landslides 1:73–81CrossRef
Zurück zum Zitat Ayalew L, Yamagishi H, Marui H, Kanno T (2005) Landslides in Sado Island of Japan: part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications. Eng Geol 81:432–445CrossRef Ayalew L, Yamagishi H, Marui H, Kanno T (2005) Landslides in Sado Island of Japan: part II. GIS-based susceptibility mapping with comparisons of results from two methods and verifications. Eng Geol 81:432–445CrossRef
Zurück zum Zitat Castellanos Abella EA, Van Westen CJ (2007) Generation of landslide risk index map for Cuba using spatial multi-criteria evaluation. Landslides 4:311–325CrossRef Castellanos Abella EA, Van Westen CJ (2007) Generation of landslide risk index map for Cuba using spatial multi-criteria evaluation. Landslides 4:311–325CrossRef
Zurück zum Zitat Cervi F, Berti M, Borgatti L, Ronchetti F, Manenti F, Corsini A (2010) Comparing predictive capability of statistical and deterministic methods for landslide susceptibility mapping: a case study in the northern Apennines (Reggio Emilia Province, Italy). Landslides 7:433–444 Cervi F, Berti M, Borgatti L, Ronchetti F, Manenti F, Corsini A (2010) Comparing predictive capability of statistical and deterministic methods for landslide susceptibility mapping: a case study in the northern Apennines (Reggio Emilia Province, Italy). Landslides 7:433–444
Zurück zum Zitat Cevik E, Topal T (2003) GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey). Environ Geol 44:949–962CrossRef Cevik E, Topal T (2003) GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey). Environ Geol 44:949–962CrossRef
Zurück zum Zitat Chigira M, Nakamoto M, Nakata E (2002) Weathering mechanisms and their effects on the landsliding of ignimbrite subject to vapor-phase crystallization in the Shirakawa pyroclastic flow, northern Japan. Eng Geol 66(1–2):111–125CrossRef Chigira M, Nakamoto M, Nakata E (2002) Weathering mechanisms and their effects on the landsliding of ignimbrite subject to vapor-phase crystallization in the Shirakawa pyroclastic flow, northern Japan. Eng Geol 66(1–2):111–125CrossRef
Zurück zum Zitat Chung CJF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30:451–472 Chung CJF, Fabbri AG (2003) Validation of spatial prediction models for landslide hazard mapping. Nat Hazards 30:451–472
Zurück zum Zitat Dai FC, Lee CF, Li J, Xu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island. Hong Kong. Environ Geol 43(3):381–391 Dai FC, Lee CF, Li J, Xu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island. Hong Kong. Environ Geol 43(3):381–391
Zurück zum Zitat Dai FC, Lee CF, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64(1):65–87CrossRef Dai FC, Lee CF, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64(1):65–87CrossRef
Zurück zum Zitat D’Amato Avanzi G, Giannecchini R, Puccinelli A (2004) The influence of the geological and geomorphological settings on shallow landslides. An example in a temperate climate environment: the June 19, 1996 event in northwestern Tuscany (Italy). Eng Geol 73:215–228CrossRef D’Amato Avanzi G, Giannecchini R, Puccinelli A (2004) The influence of the geological and geomorphological settings on shallow landslides. An example in a temperate climate environment: the June 19, 1996 event in northwestern Tuscany (Italy). Eng Geol 73:215–228CrossRef
Zurück zum Zitat Derbyshire E, Wang J, Meng X (2000) A treacherous terrain: background to natural hazards in northern China with special reference to the history of landslide in Gansu Province, in Landslides in the Thick Loess Terrain of North-West China. Wiley, Chichester, UK, pp 1–19 Derbyshire E, Wang J, Meng X (2000) A treacherous terrain: background to natural hazards in northern China with special reference to the history of landslide in Gansu Province, in Landslides in the Thick Loess Terrain of North-West China. Wiley, Chichester, UK, pp 1–19
Zurück zum Zitat Ercanoglu M (2005) Landslide susceptibility assessment of SE Bartin (West Black Sea region, Turkey) by artificial neural networks. Nat Hazards Earth Syst Sci 5:979–992CrossRef Ercanoglu M (2005) Landslide susceptibility assessment of SE Bartin (West Black Sea region, Turkey) by artificial neural networks. Nat Hazards Earth Syst Sci 5:979–992CrossRef
Zurück zum Zitat Ercanoglu M, Gokceoglu C, Van Asch THWJ (2004) Landslide susceptibility zoning north of Yenice (NW Turkey) by multivariate statistical techniques. Nat Hazards 32:1–23CrossRef Ercanoglu M, Gokceoglu C, Van Asch THWJ (2004) Landslide susceptibility zoning north of Yenice (NW Turkey) by multivariate statistical techniques. Nat Hazards 32:1–23CrossRef
Zurück zum Zitat Ercanoglu M, Kasmer O, Temiz N (2008) Adaptation and comparison of expert opinion to analytical hierarchy process for landslide susceptibility mapping. Bull. Eng Geol Environ 67:565–578CrossRef Ercanoglu M, Kasmer O, Temiz N (2008) Adaptation and comparison of expert opinion to analytical hierarchy process for landslide susceptibility mapping. Bull. Eng Geol Environ 67:565–578CrossRef
Zurück zum Zitat Farisham AS (2007) Landslides in the hillside development in the Hulu Klang, Klang Valley. Post-Graduate Seminar, UTM, Skudai, Malaysia Farisham AS (2007) Landslides in the hillside development in the Hulu Klang, Klang Valley. Post-Graduate Seminar, UTM, Skudai, Malaysia
Zurück zum Zitat Guzzetti F, Carrara A, Cardinalli M, Reichenbach P (2006) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study. Cent Italy. Geomorphology 31:181–216CrossRef Guzzetti F, Carrara A, Cardinalli M, Reichenbach P (2006) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study. Cent Italy. Geomorphology 31:181–216CrossRef
Zurück zum Zitat Komac M (2006) A landslide susceptibility model using the analytical hierarchy process method and multivariate statistics in perialpine Slovenia. Geomorphology 74(1–4):17–28CrossRef Komac M (2006) A landslide susceptibility model using the analytical hierarchy process method and multivariate statistics in perialpine Slovenia. Geomorphology 74(1–4):17–28CrossRef
Zurück zum Zitat 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 26:1477–1491CrossRef 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 26:1477–1491CrossRef
Zurück zum Zitat Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4:33–41CrossRef Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models. Landslides 4:33–41CrossRef
Zurück zum Zitat 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):2037–2052CrossRef 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):2037–2052CrossRef
Zurück zum Zitat Lee S, Ryu J, Won J, Park H (2004b) Determination and application of the weight for landslide susceptibility mapping using an artificial neural network. Eng Geol 71:289–302CrossRef Lee S, Ryu J, Won J, Park H (2004b) Determination and application of the weight for landslide susceptibility mapping using an artificial neural network. Eng Geol 71:289–302CrossRef
Zurück zum Zitat Low TH, Ali F (2012) Slope hazard assessment in urbanized area. Electron J Geotech Eng 17(C):341–352 Low TH, Ali F (2012) Slope hazard assessment in urbanized area. Electron J Geotech Eng 17(C):341–352
Zurück zum Zitat Moore ID, O'Loughlin EM, Burch GJ (1988) A contour based topographic model and its hydrologic and ecological applications, Earth Surf. Process. Landforms 13: 305–320 Moore ID, O'Loughlin EM, Burch GJ (1988) A contour based topographic model and its hydrologic and ecological applications, Earth Surf. Process. Landforms 13: 305–320
Zurück zum Zitat Nagarajan R, Roy A, Vinod Kumar R, Mukherjee A, Khire MV (2000) Landslide hazard susceptibility mapping based on terrain and climatic factors for tropical monsoon regions. Eng Geol Environ 58:275–287CrossRef Nagarajan R, Roy A, Vinod Kumar R, Mukherjee A, Khire MV (2000) Landslide hazard susceptibility mapping based on terrain and climatic factors for tropical monsoon regions. Eng Geol Environ 58:275–287CrossRef
Zurück zum Zitat Nandi A, Shakoor A (2009) A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses. Eng Geol 110:11–20 Nandi A, Shakoor A (2009) A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses. Eng Geol 110:11–20
Zurück zum Zitat Nefeslioglu HA, Duman TY, Durmaz S (2008) Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Easten Black Sea Region of Turkey). Geomorphology 94:401–418 Nefeslioglu HA, Duman TY, Durmaz S (2008)  Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Easten Black Sea Region of Turkey). Geomorphology 94:401–418
Zurück zum Zitat Phua MH, Minowa M (2005) Evaluation of environmental functions of tropical forest in Kinabalu Park, Sabah, Malaysia using GIS and remote sensing techniques: implications to forest conservation planning. J For Res 5:123–131CrossRef Phua MH, Minowa M (2005) Evaluation of environmental functions of tropical forest in Kinabalu Park, Sabah, Malaysia using GIS and remote sensing techniques: implications to forest conservation planning. J For Res 5:123–131CrossRef
Zurück zum Zitat Pradhan B, Lee S (2010) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression and artificial neural network models. Environ Earth Sci 60:1037–1054CrossRef Pradhan B, Lee S (2010) Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression and artificial neural network models. Environ Earth Sci 60:1037–1054CrossRef
Zurück zum Zitat Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–281 Saaty TL (1977) A scaling method for priorities in hierarchical structures. J Math Psychol 15(3):234–281
Zurück zum Zitat Saaty TL (1980) The analytic hierarchy process. Mcgraw-Hill International, New York Saaty TL (1980) The analytic hierarchy process. Mcgraw-Hill International, New York
Zurück zum Zitat Saaty TL, Vargas GL (2001) Models, methods, concepts, and applications of the analytic hierarchy process. Kluwer Academic Publisher, BostonCrossRef Saaty TL, Vargas GL (2001) Models, methods, concepts, and applications of the analytic hierarchy process. Kluwer Academic Publisher, BostonCrossRef
Zurück zum Zitat Saha AK, Gupta RP, Arora MK (2002) GIS-based landslide hazard zonation in the Bhagirathi (Ganga) valley, Himalayas. Int J Remote Sens 23(2):357–369CrossRef Saha AK, Gupta RP, Arora MK (2002) GIS-based landslide hazard zonation in the Bhagirathi (Ganga) valley, Himalayas. Int J Remote Sens 23(2):357–369CrossRef
Zurück zum Zitat Sidle RC, Chigira M (2004) Landslides and debris flows strike Kyushu, Japan. Trans Am Geophys Union 85(15):145–151CrossRef Sidle RC, Chigira M (2004) Landslides and debris flows strike Kyushu, Japan. Trans Am Geophys Union 85(15):145–151CrossRef
Zurück zum Zitat Sidle RC, Ochiai H (2006) Landslides: processes, prediction and land use. Water Resour Monogr 18:312 Sidle RC, Ochiai H (2006) Landslides: processes, prediction and land use. Water Resour Monogr 18:312
Zurück zum Zitat Sidle RC, Tsuboyama Y, Noguchi S, Hosoda I, Fujieda M, Shimizu T (2000a) Stream flow generation in steep headwaters: a linked hydrogeomorphic paradigm. Hydrol Process 14:369–385CrossRef Sidle RC, Tsuboyama Y, Noguchi S, Hosoda I, Fujieda M, Shimizu T (2000a) Stream flow generation in steep headwaters: a linked hydrogeomorphic paradigm. Hydrol Process 14:369–385CrossRef
Zurück zum Zitat Sidle RC, Kamil I, Sharma A, Yamashita S (2000b) Stream response to subsidence from underground coal mining in central Utah. Environ Geol 39(3–4):279–291CrossRef Sidle RC, Kamil I, Sharma A, Yamashita S (2000b) Stream response to subsidence from underground coal mining in central Utah. Environ Geol 39(3–4):279–291CrossRef
Zurück zum Zitat Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285–1293 Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285–1293
Zurück zum Zitat Vargas LG (1990) An overview of the analytic hierarchy process and its applications. Eur J Oper Res 1(48):2–8CrossRef Vargas LG (1990) An overview of the analytic hierarchy process and its applications. Eur J Oper Res 1(48):2–8CrossRef
Zurück zum Zitat Wakatsuki T, Tanaka Y, Matsukura Y (2005) Soil slips on weathering-limited slopes underlain by coarse-grained granite or fine-grained gneiss near Seoul, Republic of Korea. Catena 60(2):181–203CrossRef Wakatsuki T, Tanaka Y, Matsukura Y (2005) Soil slips on weathering-limited slopes underlain by coarse-grained granite or fine-grained gneiss near Seoul, Republic of Korea. Catena 60(2):181–203CrossRef
Zurück zum Zitat Wilson JP, Gallant JC (2000) Terrain analysis: principles and applications. Wiley, New York, pp 303 Wilson JP, Gallant JC (2000) Terrain analysis: principles and applications. Wiley, New York, pp 303
Zurück zum Zitat Yalcin A (2005) An investigation on Ardesen (Rize) region on the basis of landslide susceptibility. Ph.D. dissertation Karadeniz Technical University, Trabzon, Turkey (in Turkish) Yalcin A (2005) An investigation on Ardesen (Rize) region on the basis of landslide susceptibility. Ph.D. dissertation Karadeniz Technical University, Trabzon, Turkey (in Turkish)
Zurück zum Zitat Yalcin A (2008) GIS based landslide susceptibility mapping using analytical hierarchy process and bivariat statistics in Ardesen (Turkey): comparison of results and confirmations. Catena 72:1–12CrossRef Yalcin A (2008) GIS based landslide susceptibility mapping using analytical hierarchy process and bivariat statistics in Ardesen (Turkey): comparison of results and confirmations. Catena 72:1–12CrossRef
Zurück zum Zitat Yoshimatsu H, Abe S (2006) A review of landslide hazards in Japan and assessment of their susceptibility using analytical hierarchy process (AHP) method. Landslides 3:149–158CrossRef Yoshimatsu H, Abe S (2006) A review of landslide hazards in Japan and assessment of their susceptibility using analytical hierarchy process (AHP) method. Landslides 3:149–158CrossRef
Metadaten
Titel
Susceptibility Assessment of Shallow Landslides in Hulu Kelang Area, Kuala Lumpur, Malaysia Using Analytical Hierarchy Process and Frequency Ratio
verfasst von
Nader Saadatkhah
Azman Kassim
Lee Min Lee
Publikationsdatum
01.02.2015
Verlag
Springer International Publishing
Erschienen in
Geotechnical and Geological Engineering / Ausgabe 1/2015
Print ISSN: 0960-3182
Elektronische ISSN: 1573-1529
DOI
https://doi.org/10.1007/s10706-014-9818-8

Weitere Artikel der Ausgabe 1/2015

Geotechnical and Geological Engineering 1/2015 Zur Ausgabe