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Erschienen in: Geotechnical and Geological Engineering 6/2018

28.05.2018 | Original Paper

Landslide Susceptibility Mapping Using Fuzzy-AHP

verfasst von: Marzieh Mokarram, Abdol Rassoul Zarei

Erschienen in: Geotechnical and Geological Engineering | Ausgabe 6/2018

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Abstract

Landslides are as the movement of soil on slopes that they are one of the most common natural hazards in many mountainous areas. Landslides are recognized as an important natural hazard in many countries. So in the study, the geographic information system-based the fuzzy quantifier is used to determinate the landslide susceptibility modeling in the north of Khorramabad, west of Kermanshah Province, Iran. To determine the landslide susceptibility modeling generated aspect, some input data were prepared such as the digital elevation model, lithology, slope, land use, river, road, fault, and precipitation maps. Fuzzy map showed that almost all of the area was medium landslide susceptibility that had the value close to 1. Fuzzy-AHP model showed that 77.62% of the study area had medium landslide susceptibility and this method was a useful tool for forecasting of landslide susceptibility status in each case study.

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Literatur
Zurück zum Zitat Abedini M, Shirzadi A, Gasemyan B (2015) Modelling the hazard of landslides by using statistical method of logistic regression. Geogr Dev 12(37):85–102 Abedini M, Shirzadi A, Gasemyan B (2015) Modelling the hazard of landslides by using statistical method of logistic regression. Geogr Dev 12(37):85–102
Zurück zum Zitat Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary review and new perspectives. Bull Eng Geol Environ 58:4–21CrossRef Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary review and new perspectives. Bull Eng Geol Environ 58:4–21CrossRef
Zurück zum Zitat Bai SB, Wang J, Zhang FY, Pozdnoukhov A, Kanevski M (2008) Prediction of landslide susceptibility using logistic regression: a case study in Bailongjiang River Basin, China. In: Fifth international conference on fuzzy systems and knowledge discovery, FSKD’08, vol 4, pp 647--651 Bai SB, Wang J, Zhang FY, Pozdnoukhov A, Kanevski M (2008) Prediction of landslide susceptibility using logistic regression: a case study in Bailongjiang River Basin, China. In: Fifth international conference on fuzzy systems and knowledge discovery, FSKD’08, vol 4, pp 647--651
Zurück zum Zitat Chacón J, Irigaray C, Fernández T, El Hamdouni R (2006) Engineering geology maps: landslides and geographical information systems. Bull Eng Geol Environ 65:341–411CrossRef Chacón J, Irigaray C, Fernández T, El Hamdouni R (2006) Engineering geology maps: landslides and geographical information systems. Bull Eng Geol Environ 65:341–411CrossRef
Zurück zum Zitat Chamaptiray ray PK, Dimri S, Lakhera RC, Sati S (2006) Fuzzy-based method of landslide hazard assessment in active seismic zone of Himalaya. Landslides 4:101–111CrossRef Chamaptiray ray PK, Dimri S, Lakhera RC, Sati S (2006) Fuzzy-based method of landslide hazard assessment in active seismic zone of Himalaya. Landslides 4:101–111CrossRef
Zurück zum Zitat Dai F, Lee C, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64:65–87CrossRef Dai F, Lee C, Ngai YY (2002) Landslide risk assessment and management: an overview. Eng Geol 64:65–87CrossRef
Zurück zum Zitat Drobne S, Lisec A (2009) Multi-attribute decision analysis in GIS: weighted linear combination and ordered weighted averaging. Informatica 33:459–474 Drobne S, Lisec A (2009) Multi-attribute decision analysis in GIS: weighted linear combination and ordered weighted averaging. Informatica 33:459–474
Zurück zum Zitat Entezari M, Gholamheydari H, Aghaeepour Y (2015) Zoning of landslide hazard using entropy model case study: zarab basin. Geogr Space 15(20):107–123 Entezari M, Gholamheydari H, Aghaeepour Y (2015) Zoning of landslide hazard using entropy model case study: zarab basin. Geogr Space 15(20):107–123
Zurück zum Zitat Ercanoglu M, Dağdelenler G, Özsayin E, Alkevlı T, Sönmez H, Özyurt NN, Kahraman B, Uçar İ, Çetınkaya S (2016) Application of Chebyshev theorem to data preparation in landslide susceptibility mapping studies: an example from Yenice (Karabük, Turkey) region. J Mt Sci 13(11):1923–1940CrossRef Ercanoglu M, Dağdelenler G, Özsayin E, Alkevlı T, Sönmez H, Özyurt NN, Kahraman B, Uçar İ, Çetınkaya S (2016) Application of Chebyshev theorem to data preparation in landslide susceptibility mapping studies: an example from Yenice (Karabük, Turkey) region. J Mt Sci 13(11):1923–1940CrossRef
Zurück zum Zitat Feizizadeh B, Blaschke T (2011) Landslide risk assessment based on GIS multi-criteria evaluation: a case study Boston Abad county, Iran. J Earth Sci Eng 1:66–71 Feizizadeh B, Blaschke T (2011) Landslide risk assessment based on GIS multi-criteria evaluation: a case study Boston Abad county, Iran. J Earth Sci Eng 1:66–71
Zurück zum Zitat Feizizadeh B., Blaschke T (2012) Uncertainty analysis of GIS-based ordered weighted averaging method for landslide susceptibility mapping in Urmia Lake Basin, Iran. Paper presented at the seventh international geographic information science conference, Ohio, Columbus Feizizadeh B., Blaschke T (2012) Uncertainty analysis of GIS-based ordered weighted averaging method for landslide susceptibility mapping in Urmia Lake Basin, Iran. Paper presented at the seventh international geographic information science conference, Ohio, Columbus
Zurück zum Zitat Feizizadeh B, Blaschke T (2013) GIS-multicriteria decision analysis for landslide susceptibility mapping: comparing three methods for the Urmia lake basin, Iran. Nat Hazards 65(3):2105–2128CrossRef Feizizadeh B, Blaschke T (2013) GIS-multicriteria decision analysis for landslide susceptibility mapping: comparing three methods for the Urmia lake basin, Iran. Nat Hazards 65(3):2105–2128CrossRef
Zurück zum Zitat Fell R (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Eng Geol 63(102):99–111CrossRef Fell R (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Eng Geol 63(102):99–111CrossRef
Zurück zum Zitat Gorsevski PV, Jankowski P (2008) Discerning landslide susceptibility using rough sets. Comput Environ Urban Syst 32:53–65CrossRef Gorsevski PV, Jankowski P (2008) Discerning landslide susceptibility using rough sets. Comput Environ Urban Syst 32:53–65CrossRef
Zurück zum Zitat Gorsevski PV, Jankowski P (2010) An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter. Comput Geosci 36:1005–1020CrossRef Gorsevski PV, Jankowski P (2010) An optimized solution of multi-criteria evaluation analysis of landslide susceptibility using fuzzy sets and Kalman filter. Comput Geosci 36:1005–1020CrossRef
Zurück zum Zitat Hejazi SA (2015) Landslide hazard mapping in Goijabel of Ahar using GIS. J Geogr Plan 18(20):135–152 Hejazi SA (2015) Landslide hazard mapping in Goijabel of Ahar using GIS. J Geogr Plan 18(20):135–152
Zurück zum Zitat Hölbling D, Friedl B, Eisank C (2015) An object-based approach for semi-automated landslide change detection and attribution of changes to landslide classes in northern Taiwan. Earth Sci Inf 8(2):327–335CrossRef Hölbling D, Friedl B, Eisank C (2015) An object-based approach for semi-automated landslide change detection and attribution of changes to landslide classes in northern Taiwan. Earth Sci Inf 8(2):327–335CrossRef
Zurück zum Zitat Jouri MH, Zare M, Fkhreghazi M, Salarian T, Askarizadeh D (2014) Landslide hazard zonation in subalpine ecosystem using AHP and landslide index methods (case study: Masooleh watershed). Nat Ecosyst Iran 4(2):99–112 Jouri MH, Zare M, Fkhreghazi M, Salarian T, Askarizadeh D (2014) Landslide hazard zonation in subalpine ecosystem using AHP and landslide index methods (case study: Masooleh watershed). Nat Ecosyst Iran 4(2):99–112
Zurück zum Zitat Kayastha P, Bijukchhen SM, Dhital MR, De Smedt F (2013) GIS based landslide susceptibility mapping using a fuzzy logic approach: a case study from Ghurmi-Dhad Khola area, Eastern Nepal. J Geol Soc India 82(3):249–261CrossRef Kayastha P, Bijukchhen SM, Dhital MR, De Smedt F (2013) GIS based landslide susceptibility mapping using a fuzzy logic approach: a case study from Ghurmi-Dhad Khola area, Eastern Nepal. J Geol Soc India 82(3):249–261CrossRef
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 Kouhpeima A, Feyznia S, Ahmadi H, Moghadamnia AR (2017) Landslide susceptibility mapping using logistic regression analysis in Latyan catchment. Desert 22(1):85–95 Kouhpeima A, Feyznia S, Ahmadi H, Moghadamnia AR (2017) Landslide susceptibility mapping using logistic regression analysis in Latyan catchment. Desert 22(1):85–95
Zurück zum Zitat Kreuzer TM, Wilde M, Terhorst B, Damm B (2017) A landslide inventory system as a base for automated process and risk analyses. Earth Sci Inf 10(4):507–515CrossRef Kreuzer TM, Wilde M, Terhorst B, Damm B (2017) A landslide inventory system as a base for automated process and risk analyses. Earth Sci Inf 10(4):507–515CrossRef
Zurück zum Zitat Lee CF, Huang CM, Tsao TC, Wei LW, Huang WK, Cheng CT, Chi CC (2016) Combining rainfall parameter and landslide susceptibility to forecast shallow landslide in Taiwan. Geotech Eng J SEAGS AGSSEA 47(2):72–82 Lee CF, Huang CM, Tsao TC, Wei LW, Huang WK, Cheng CT, Chi CC (2016) Combining rainfall parameter and landslide susceptibility to forecast shallow landslide in Taiwan. Geotech Eng J SEAGS AGSSEA 47(2):72–82
Zurück zum Zitat Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York
Zurück zum Zitat Malczewski J (2006) Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis. Int J Appl Earth Obs Geoinf 8:270–277CrossRef Malczewski J (2006) Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis. Int J Appl Earth Obs Geoinf 8:270–277CrossRef
Zurück zum Zitat Malczewski J, Chapman T, Flegel C, Walters D, Shrubsole D, Healy MA (2003) GIS-multicriteria evaluation with ordered weighted averaging (OWA): case study of developing watershed management strategies. Environ Plan 35(10):1769–1784CrossRef Malczewski J, Chapman T, Flegel C, Walters D, Shrubsole D, Healy MA (2003) GIS-multicriteria evaluation with ordered weighted averaging (OWA): case study of developing watershed management strategies. Environ Plan 35(10):1769–1784CrossRef
Zurück zum Zitat Maleki A, Ghorbanpour A (2008) The landslide hazard in Chrmlh watershed, Songhor, Kermanshah province. Geogr Dev 12:181–198 Maleki A, Ghorbanpour A (2008) The landslide hazard in Chrmlh watershed, Songhor, Kermanshah province. Geogr Dev 12:181–198
Zurück zum Zitat McBratney AB, Odeh IOA (1997) Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurements and fuzzy decisions. Geoderma 77:85–113CrossRef McBratney AB, Odeh IOA (1997) Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurements and fuzzy decisions. Geoderma 77:85–113CrossRef
Zurück zum Zitat Meten M, Bhandary NP, Yatabe R (2015) GIS-based frequency ratio and logistic regression modelling for landslide susceptibility mapping of Debre Sina area in central Ethiopia. J Mt Sci 12(6):1355–1372CrossRef Meten M, Bhandary NP, Yatabe R (2015) GIS-based frequency ratio and logistic regression modelling for landslide susceptibility mapping of Debre Sina area in central Ethiopia. J Mt Sci 12(6):1355–1372CrossRef
Zurück zum Zitat Mirnazari J, Khezri S, Shahabi H (2015) Assessment and zoning of landslide hazard using AHP model and fuzzy logic operators in Posht Tang watershed of Sar Pole Zahab (Kermanshah province). Geogr Dev 12(37):53–70 Mirnazari J, Khezri S, Shahabi H (2015) Assessment and zoning of landslide hazard using AHP model and fuzzy logic operators in Posht Tang watershed of Sar Pole Zahab (Kermanshah province). Geogr Dev 12(37):53–70
Zurück zum Zitat Mokarram M, Hamzeh S, Aminzadeh F, Zarei AR (2015) Using machine learning for land suitability classification. West Afr J Appl Ecol 23(1):63–73 Mokarram M, Hamzeh S, Aminzadeh F, Zarei AR (2015) Using machine learning for land suitability classification. West Afr J Appl Ecol 23(1):63–73
Zurück zum Zitat Nefeslioglu H, Gokceoglu C, Sonmez H (2008) An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps. Eng Geol 97:171–191CrossRef Nefeslioglu H, Gokceoglu C, Sonmez H (2008) An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps. Eng Geol 97:171–191CrossRef
Zurück zum Zitat Nowjavan MR, Hayati G (2013) Landslide hazard zonation using analytical hierarchy process method case study: Siah Khor basin. Q Geogr J Territ 10(38):81–92 Nowjavan MR, Hayati G (2013) Landslide hazard zonation using analytical hierarchy process method case study: Siah Khor basin. Q Geogr J Territ 10(38):81–92
Zurück zum Zitat Rahimzadeh A, Alaiee TM (2015) Assessment of hill side instability potential by using regional model in the north west part of Zagros, regarding leile landslides. Geogr Dev 13(39):181–194 Rahimzadeh A, Alaiee TM (2015) Assessment of hill side instability potential by using regional model in the north west part of Zagros, regarding leile landslides. Geogr Dev 13(39):181–194
Zurück zum Zitat Saaty TL, Vargas LG (1998) Diagnosis with dependent symptoms: Bayes theorem and the analytic hierarchy process. Oper Res 46(4):491–502CrossRef Saaty TL, Vargas LG (1998) Diagnosis with dependent symptoms: Bayes theorem and the analytic hierarchy process. Oper Res 46(4):491–502CrossRef
Zurück zum Zitat Sarvati MR, Nosrati K, Hassanvandi S, Mirbagheri B (2014) Prediction of landslide hazard in sikan river basin using logistic regression model. J Range Watershed Manag (Iran J Nat Resour) 67(1):17–29 Sarvati MR, Nosrati K, Hassanvandi S, Mirbagheri B (2014) Prediction of landslide hazard in sikan river basin using logistic regression model. J Range Watershed Manag (Iran J Nat Resour) 67(1):17–29
Zurück zum Zitat Shabani E, Javadi M, Zare M (2014) Landslide hazard zonation using information value and analytical hierarchy process (AHP) methods (a case study: Shalmanrood watershed). J Watershed Manag Res 5(10):157–169 Shabani E, Javadi M, Zare M (2014) Landslide hazard zonation using information value and analytical hierarchy process (AHP) methods (a case study: Shalmanrood watershed). J Watershed Manag Res 5(10):157–169
Zurück zum Zitat Shirani K, Arab Ameri AR (2015) Landslide hazard zonation using logistic regression method (case study: Dez-E-Oulia basin). Water Soil Sci (J Sci Technol Agric Nat Resour) 19(72):321–334 Shirani K, Arab Ameri AR (2015) Landslide hazard zonation using logistic regression method (case study: Dez-E-Oulia basin). Water Soil Sci (J Sci Technol Agric Nat Resour) 19(72):321–334
Zurück zum Zitat Srivastava V, Srivastava HB, Lakhera RC (2010) Fuzzy gamma based geomatic modeling for landslide hazard susceptibility in a part of Tons river valley, northwest Himalaya, India. Geomatics Nat Hazards Risk 1:225–242CrossRef Srivastava V, Srivastava HB, Lakhera RC (2010) Fuzzy gamma based geomatic modeling for landslide hazard susceptibility in a part of Tons river valley, northwest Himalaya, India. Geomatics Nat Hazards Risk 1:225–242CrossRef
Zurück zum Zitat Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285–1293CrossRef Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285–1293CrossRef
Zurück zum Zitat Van Westen CJ, Soeters R, Sijmons K (2000) Digital geomorphological landslide hazard mapping of the Alpago area, Italy. Int J Appl Earth Obs Geoinf 2:51–60CrossRef Van Westen CJ, Soeters R, Sijmons K (2000) Digital geomorphological landslide hazard mapping of the Alpago area, Italy. Int J Appl Earth Obs Geoinf 2:51–60CrossRef
Zurück zum Zitat Yager RR (1988) On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans Syst Man Cybern 18(1):183–190CrossRef Yager RR (1988) On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans Syst Man Cybern 18(1):183–190CrossRef
Metadaten
Titel
Landslide Susceptibility Mapping Using Fuzzy-AHP
verfasst von
Marzieh Mokarram
Abdol Rassoul Zarei
Publikationsdatum
28.05.2018
Verlag
Springer International Publishing
Erschienen in
Geotechnical and Geological Engineering / Ausgabe 6/2018
Print ISSN: 0960-3182
Elektronische ISSN: 1573-1529
DOI
https://doi.org/10.1007/s10706-018-0583-y

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