Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran

[1]  Saro Lee,et al.  Landslide susceptibility mapping by correlation between topography and geological structure: the Janghung area, Korea , 2002 .

[2]  G. Rawat,et al.  Weights of evidence modelling for landslide hazard zonation mapping in part of Bhagirathi valley, Uttarakhand , 2007 .

[3]  Manfred F. Buchroithner,et al.  A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses , 2010, Comput. Environ. Urban Syst..

[4]  Candan Gokceoglu,et al.  The 17 March 2005 Kuzulu landslide (Sivas, Turkey) and landslide-susceptibility map of its near vicinity , 2005 .

[5]  Xueping Wang,et al.  Landslide Susceptibility Mapping: A Comparison of Information and Weights-of-Evidence Methods in Three Gorges Area , 2009, 2009 International Conference on Environmental Science and Information Application Technology.

[6]  B. Pradhan.  Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling , 2011, Environmental and Ecological Statistics.

[7]  L. Ayalew,et al.  The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan , 2005 .

[8]  I. Moore,et al.  Terrain‐based catchment partitioning and runoff prediction using vector elevation data , 1991 .

[9]  B. Pradhan,et al.  Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models , 2007 .

[10]  I. Moore,et al.  A contour‐based topographic model for hydrological and ecological applications , 1988, Earth surface processes and landforms.

[11]  B. Pradhan,et al.  Coupling of remote sensing data aided with field investigations for geological hazards assessment in Jazan area, Kingdom of Saudi Arabia , 2011, Environmental Earth Sciences.

[12]  L. Ayalew,et al.  Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan , 2004 .

[13]  Manfred F. Buchroithner,et al.  Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model , 2011 .

[14]  D. Varnes.  SLOPE MOVEMENT TYPES AND PROCESSES , 1978 .

[15]  Birgit Terhorst,et al.  Landslide susceptibility assessment using “weights-of-evidence” applied to a study area at the Jurassic escarpment (SW-Germany) , 2007 .

[16]  B. Pradhan,et al.  Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia , 2006 .

[17]  Chang-Jo Chung,et al.  The representation of geoscience information for data integration , 1993 .

[18]  Saro Lee,et al.  Landslide susceptibility analysis and verification using the Bayesian probability model , 2002 .

[19]  F. Pergalani,et al.  Slope Instability Zonation: a Comparison Between Certainty Factor and Fuzzy Dempster–Shafer Approaches , 1998 .

[20]  B. Pradhan,et al.  Application of remote sensing data and GIS for landslide risk assessment as an environmental threat to Izmir city (west Turkey) , 2012, Environmental Monitoring and Assessment.

[21]  J A Swets,et al.  Measuring the accuracy of diagnostic systems. , 1988, Science.

[22]  M. Arora,et al.  An approach for GIS-based statistical landslide susceptibility zonation—with a case study in the Himalayas , 2005 .

[23]  P. Reichenbach,et al.  Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy , 1999 .

[24]  Lucia Luzi,et al.  Slope Instability in Static and Dynamic Conditions for Urban Planning: the ‘Oltre Po Pavese’ Case History (Regione Lombardia – Italy) , 1999 .

[25]  M. Anderson,et al.  Landslide hazard and risk , 2005 .

[26]  Saro Lee,et al.  Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data , 2005 .

[27]  B. Pradhan,et al.  Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area , 2010 .

[28]  Biswajeet Pradhan,et al.  Use of GIS-based fuzzy logic relations and its cross application to produce landslide susceptibility maps in three test areas in Malaysia , 2011 .

[29]  C. Chung,et al.  Systematic procedures of landslide hazard mapping for risk assessment using spatial prediction models , 2012 .

[30]  P. Aleotti,et al.  Landslide hazard assessment: summary review and new perspectives , 1999 .

[31]  Piotr Jankowski,et al.  Integrating a fuzzy k-means classification and a Bayesian approach for spatial prediction of landslide hazard , 2003, J. Geogr. Syst..

[32]  Netra R. Regmi,et al.  Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA , 2010 .

[33]  B. Pradhan,et al.  Geomorphological hazard analysis along the Egyptian Red Sea coast between Safaga and Quseir , 2009 .

[34]  Rajat Gupta,et al.  Landslide hazard zoning using the GIS approach—A case study from the Ramganga catchment, Himalayas , 1990 .

[35]  Biswajeet Pradhan,et al.  Comparison between prediction capabilities of neural network and fuzzy logic techniques for L and slide susceptibility mapping. , 2010 .

[36]  J. Adinarayana,et al.  Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia , 2011, Environmental Monitoring and Assessment.

[37]  Biswajeet Pradhan,et al.  Application of an advanced fuzzy logic model for landslide susceptibility analysis , 2010, Int. J. Comput. Intell. Syst..

[38]  A. Akgun,et al.  Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models , 2008 .

[39]  B. Pradhan,et al.  Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models , 2010 .

[40]  Aykut Akgün,et al.  GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region , 2007 .

[41]  Hyun-Joo Oh,et al.  Cross-application used to validate landslide susceptibility maps using a probabilistic model from Korea , 2011 .

[42]  Biswajeet Pradhan,et al.  Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model , 2010, Geo spatial Inf. Sci..

[43]  Biswajeet Pradhan,et al.  Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling , 2010, Environ. Model. Softw..

[44]  Saro Lee,et al.  Soil erosion assessment and its verification using the Universal Soil Loss Equation and Geographic Information System: a case study at Boun, Korea , 2004 .

[45]  Manfred F. Buchroithner,et al.  Landslide Susceptibility Mapping by Neuro-Fuzzy Approach in a Landslide-Prone Area (Cameron Highlands, Malaysia) , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[46]  B. Pradhan,et al.  Use of geospatial data and fuzzy algebraic operators to landslide-hazard mapping , 2009 .

[47]  Biswajeet Pradhan,et al.  Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area , 2011, Comput. Geosci..

[48]  H. Lan,et al.  Landslide hazard spatial analysis and prediction using GIS in the Xiaojiang watershed, Yunnan, China , 2004 .

[49]  B. Pradhan,et al.  Comparison and Validation of Landslide Susceptibility Maps Using an Artificial Neural Network Model for Three Test Areas in Malaysia , 2010 .

[50]  B. Pradhan.  Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia , 2010 .

[51]  Ling Shi,et al.  Investigations and assessment of the landslide hazards of Fengdu county in the reservoir region of the Three Gorges project on the Yangtze River , 2004 .

[52]  Biswajeet Pradhan,et al.  Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS , 2012, Comput. Geosci..

[53]  B. Pradhan.  Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches , 2010 .

[54]  A. Akgun,et al.  Landslide susceptibility mapping for Ayvalik (Western Turkey) and its vicinity by multicriteria decision analysis , 2010 .

[55]  Meei-Ling Lin,et al.  A GIS-based potential analysis of the landslides induced by the Chi-Chi earthquake , 2004 .

[56]  B. Pradhan,et al.  Manifestation of remote sensing data and GIS on landslide hazard analysis using spatial-based statistical models , 2010 .

[57]  Biswajeet Pradhan,et al.  Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia , 2011, Expert Syst. Appl..

[58]  Farrokh Nadim,et al.  Landslide Hazard and Risk Assessment in El Salvador , 2013 .

[59]  R L Shuster,et al.  Landslides: Analysis and Control , 1978 .

[60]  Alberto González,et al.  Validation of Landslide Susceptibility Maps; Examples and Applications from a Case Study in Northern Spain , 2003 .

[61]  T. Topal,et al.  GIS-based landslide susceptibility mapping for a problematic segment of the natural gas pipeline, Hendek (Turkey) , 2003 .

[62]  Andrea G. Fabbri,et al.  Validation of Spatial Prediction Models for Landslide Hazard Mapping , 2003 .

[63]  Biswajeet Pradhan,et al.  An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm , 2012, Comput. Geosci..

[64]  D. P. Kanungo,et al.  Combining neural network with fuzzy, certainty factor and likelihood ratio concepts for spatial prediction of landslides , 2011 .

[65]  B. Pradhan,et al.  Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model , 2010 .