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2019 | OriginalPaper | Buchkapitel

10. Comparison Between Landslide Susceptibility Models: A Critical Review and Evaluation

verfasst von : Sujit Mandal, Subrata Mondal

Erschienen in: Geoinformatics and Modelling of Landslide Susceptibility and Risk

Verlag: Springer International Publishing

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Abstract

Among the various natural hazards, slope failure is the most widespread and damaging hazard (De Smedt in Slope stability analysis using GIS on a regional scale: a case study of Narayanghat Mungling highway section, Nepal, 2005). A sudden failure of the slope is caused by sliding, rolling, falling or slumping. When failure occurs, material is transported down slope until a stable slope condition is re-established. The Darjeeling Himalayan terrain is very high susceptible to slope instability due to a complex geological structure and complex interaction among various processes acting upon the steep mountain southern escarpment slopes. In Darjeeling, the spatial extents of landslides are increasing day by day and causing severe damage to lives and properties. The Balason river basin is not an exception to it.

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Literatur
Zurück zum Zitat Bui DT, 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 96:28–40CrossRef Bui DT, 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 96:28–40CrossRef
Zurück zum Zitat Chen W, Li W (2014) Application of weights-of-evidence model in landslide susceptibility mapping at Baozhong Region in Baoji, China. Electron J Geotech Eng 19 Chen W, Li W (2014) Application of weights-of-evidence model in landslide susceptibility mapping at Baozhong Region in Baoji, China. Electron J Geotech Eng 19
Zurück zum Zitat Chen W, Li W, Hou E (2014) Landslide susceptibility mapping based on GIS and information value model for the Chencang District of Baoji, China. Arab J Geosci 7:4499–4511CrossRef Chen W, Li W, Hou E (2014) Landslide susceptibility mapping based on GIS and information value model for the Chencang District of Baoji, China. Arab J Geosci 7:4499–4511CrossRef
Zurück zum Zitat Devkota KC, Regmi AD, Yoshida KH, Pourghasemi R, Pradhan B, Althuwaynee OF, Dhital MR (2013) Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling-Narayanghat road section in Nepal Himalaya. Nat Hazards 65:135–165. https://doi.org/10.1007/s11069-012-0347-6CrossRef Devkota KC, Regmi AD, Yoshida KH, Pourghasemi R, Pradhan B, Althuwaynee OF, Dhital MR (2013) Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling-Narayanghat road section in Nepal Himalaya. Nat Hazards 65:135–165. https://​doi.​org/​10.​1007/​s11069-012-0347-6CrossRef
Zurück zum Zitat De Smedt F (2005) Slope stability analysis using GIS on a regional scale: a case study of Narayanghat Mungling highway section, Nepal. Dissertation of Master Degree, Universiteit Gent, Belgium De Smedt F (2005) Slope stability analysis using GIS on a regional scale: a case study of Narayanghat Mungling highway section, Nepal. Dissertation of Master Degree, Universiteit Gent, Belgium
Zurück zum Zitat Gupta RP, Joshi BC (1990) Landslide hazard zonation using the GIS approach—a case study from the Ramganga Catchment, Himalayas. Eng Geol 28:119–131CrossRef Gupta RP, Joshi BC (1990) Landslide hazard zonation using the GIS approach—a case study from the Ramganga Catchment, Himalayas. Eng Geol 28:119–131CrossRef
Zurück zum Zitat Hong H, Pradhan B, Xu C, Bui DT (2015) Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines. Catena 133:266–281CrossRef Hong H, Pradhan B, Xu C, Bui DT (2015) Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines. Catena 133:266–281CrossRef
Zurück zum Zitat Mohammady M, Pourghasemi HR, Pradhan B (2012) Landslide susceptibility mapping at Golestan Province, Iran: a comparison between frequency ratio, Dempster-Shafer, and weights-of-evidence models. J Asian Earth Sci 61:221–236CrossRef Mohammady M, Pourghasemi HR, Pradhan B (2012) Landslide susceptibility mapping at Golestan Province, Iran: a comparison between frequency ratio, Dempster-Shafer, and weights-of-evidence models. J Asian Earth Sci 61:221–236CrossRef
Zurück zum Zitat Montgomery DR, Dietrich WE (1994) A physically based model for the topographic control on shallow land sliding. Water Resour Res 30(4):1153–1171CrossRef Montgomery DR, Dietrich WE (1994) A physically based model for the topographic control on shallow land sliding. Water Resour Res 30(4):1153–1171CrossRef
Zurück zum Zitat Ozdemir A, Altural T (2013) A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey. J Asian Earth Sci 64:180–197CrossRef Ozdemir A, Altural T (2013) A comparative study of frequency ratio, weights of evidence and logistic regression methods for landslide susceptibility mapping: Sultan Mountains, SW Turkey. J Asian Earth Sci 64:180–197CrossRef
Zurück zum Zitat Pradhan B (2013) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS. Comput Geosci 51:350–365CrossRef Pradhan B (2013) A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS. Comput Geosci 51:350–365CrossRef
Zurück zum Zitat Pradhan B, Lee S (2010) 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(6):747–759CrossRef Pradhan B, Lee S (2010) 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(6):747–759CrossRef
Zurück zum Zitat Pradhan B, Oh HJ, Buchroithner M (2010) Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area. Geomat Nat Hazards Risk 1(3):199–223CrossRef Pradhan B, Oh HJ, Buchroithner M (2010) Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area. Geomat Nat Hazards Risk 1(3):199–223CrossRef
Zurück zum Zitat Pourghasemi HR, Pradhan B, Gokceoglu C, Mohammadi M, Moradi HR (2013) Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran. Arab J Geosci 6(7):2351–2365CrossRef Pourghasemi HR, Pradhan B, Gokceoglu C, Mohammadi M, Moradi HR (2013) Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran. Arab J Geosci 6(7):2351–2365CrossRef
Zurück zum Zitat Sharma LP, Patel N, Ghose MK, Debnath P (2013) Synergistic application of fuzzy logic and geoinformatics for landslide vulnerability zonation—a case study in Sikkim Himalayas, India. Appl Geomat 5:271–284CrossRef Sharma LP, Patel N, Ghose MK, Debnath P (2013) Synergistic application of fuzzy logic and geoinformatics for landslide vulnerability zonation—a case study in Sikkim Himalayas, India. Appl Geomat 5:271–284CrossRef
Zurück zum Zitat Sujatha ER, Rajamanickam GV, Kumaravel P (2012) Landslide susceptibility analysis using probabilistic certainty factor approach: a case study on Tevankarai stream watershed, India. J Earth Syst Sci 121(5):1337–1350CrossRef Sujatha ER, Rajamanickam GV, Kumaravel P (2012) Landslide susceptibility analysis using probabilistic certainty factor approach: a case study on Tevankarai stream watershed, India. J Earth Syst Sci 121(5):1337–1350CrossRef
Zurück zum Zitat Torkashvand AM, Irani A, Sorur J (2014) The preparation of landslide map by Landslide Numerical Risk Factor (LNRF) model and Geographic Information System (GIS). Egypt J Remote Sens Space Sci 17:159–170CrossRef Torkashvand AM, Irani A, Sorur J (2014) The preparation of landslide map by Landslide Numerical Risk Factor (LNRF) model and Geographic Information System (GIS). Egypt J Remote Sens Space Sci 17:159–170CrossRef
Zurück zum Zitat van Westen CJ (1997) Statistical landslide hazard analysis. In: Application guide, ILWIS 2.1 for Windows. ITC, Enschede, The Netherlands, pp 73–84 van Westen CJ (1997) Statistical landslide hazard analysis. In: Application guide, ILWIS 2.1 for Windows. ITC, Enschede, The Netherlands, pp 73–84
Zurück zum Zitat Yalcin A, Reis S, Aydinoglu AC, Yomralioglu T (2011) A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85(3):274–287CrossRef Yalcin A, Reis S, Aydinoglu AC, Yomralioglu T (2011) A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey. Catena 85(3):274–287CrossRef
Metadaten
Titel
Comparison Between Landslide Susceptibility Models: A Critical Review and Evaluation
verfasst von
Sujit Mandal
Subrata Mondal
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-10495-5_10