Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran

[1]  B. Pradhan,et al.  Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran , 2013, Arabian Journal of Geosciences.

[2]  Á. Felicísimo,et al.  Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study , 2013, Landslides.

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

[4]  Biswajeet Pradhan,et al.  Application of an evidential belief function model in landslide susceptibility mapping , 2012, Comput. Geosci..

[5]  Saro Lee,et al.  Extraction of landslide-related factors from ASTER imagery and its application to landslide susceptibility mapping , 2012 .

[6]  Chong Xu,et al.  GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China , 2012 .

[7]  Chong Xu,et al.  The 2010 Yushu earthquake triggered landslide hazard mapping using GIS and weight of evidence modeling , 2012, Environmental Earth Sciences.

[8]  Aykut Akgün A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey , 2012 .

[9]  Saro Lee,et al.  Prediction of landslides using ASTER imagery and data mining models , 2012 .

[10]  Saro Lee,et al.  Ensemble-based landslide susceptibility maps in Jinbu area, Korea , 2012, Environmental Earth Sciences.

[11]  B. Pradhan,et al.  Landslide Susceptibility Mapping Using a Spatial Multi Criteria Evaluation Model at Haraz Watershed, Iran , 2012 .

[12]  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..

[13]  B. Pradhan,et al.  Geohazards analysis of Pisa tunnel in a fractured incompetent rocks in Zagros Mountains, Iran , 2013, Arabian Journal of Geosciences.

[14]  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.

[15]  Wei Li,et al.  Application and verification of a fractal approach to landslide susceptibility mapping , 2012, Natural Hazards.

[16]  Iuliana Armaş,et al.  Weights of evidence method for landslide susceptibility mapping. Prahova Subcarpathians, Romania , 2012, Natural Hazards.

[17]  M. Marjanović,et al.  Landslide susceptibility assessment using SVM machine learning algorithm , 2011 .

[18]  Biswajeet Pradhan,et al.  A recent scenario of mass wasting and its impact on the transportation in Alborz Mountains, Iran using geo-information technology , 2011 .

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

[20]  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..

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

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

[23]  A. Brenning,et al.  Integrating physical and empirical landslide susceptibility models using generalized additive models , 2011 .

[24]  M. Bednarik,et al.  Landslide susceptibility assessment using the bivariate statistical analysis and the index of entropy in the Sibiciu Basin (Romania) , 2011 .

[25]  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 .

[26]  Saro Lee,et al.  Landslide susceptibility mapping on Panaon Island, Philippines using a geographic information system , 2011 .

[27]  Biswajeet Pradhan,et al.  Tectonic process analysis in Zagros Mountain with the aid of drainage networks and topography maps dated 1950–2001 in GIS , 2011 .

[28]  No-Wook Park,et al.  Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis , 2011 .

[29]  Mrinal K. Ghose,et al.  Influence of Shannon’s entropy on landslide-causing parameters for vulnerability study and zonation—a case study in Sikkim, India , 2012, Arabian Journal of Geosciences.

[30]  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.

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

[32]  Young-Kwang Yeon,et al.  Landslide susceptibility mapping in Injae, Korea, using a decision tree , 2010 .

[33]  Mukta Sharma,et al.  Landslide Susceptibility Zonation through ratings derived from Artificial Neural Network , 2010, Int. J. Appl. Earth Obs. Geoinformation.

[34]  Jianping Qiao,et al.  Regional landslide zonation based on entropy method in Three Gorges area, China , 2010, 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery.

[35]  Abbas Alimohammadi,et al.  A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping , 2010, Comput. Geosci..

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

[37]  I. Yilmaz Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine , 2010 .

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

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

[40]  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.

[41]  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..

[42]  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 .

[43]  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 .

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

[45]  Shattri Mansor,et al.  Disasters and Risk Reduction in Groundwater: Zagros Mountain Southwest Iran Using Geoinformatics Techniques , 2010 .

[46]  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..

[47]  Işık Yilmaz,et al.  The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks , 2010 .

[48]  H. A. Nefeslioglu,et al.  Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey , 2010 .

[49]  S. Bai,et al.  GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China , 2010 .

[50]  A. Erener,et al.  Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway) , 2010 .

[51]  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 .

[52]  M. Marschalko,et al.  Landslide susceptibility assessment of the Kraľovany–Liptovský Mikuláš railway case study , 2010 .

[53]  M. Jayaprakash,et al.  Landslide susceptibility mapping using frequency ratio method and GIS in south eastern part of Nilgiri District, Tamilnadu, India , 2010 .

[54]  Biswajeet Pradhan,et al.  Upliftment Estimation of the Zagros Transverse Fault in Iran Using Geoinformatics Technology , 2009, Remote. Sens..

[55]  Saro Lee,et al.  Landslide susceptibility mapping using a neuro-fuzzy , 2009 .

[56]  H. Saito,et al.  Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan , 2009 .

[57]  Shi Yufeng,et al.  Landslide Stability Analysis Based on Generalized Information Entropy , 2009, 2009 International Conference on Environmental Science and Information Application Technology.

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

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

[60]  A. Ribolini,et al.  Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy , 2009 .

[61]  Manoj K. Arora,et al.  Landslide Susceptibility Zonation (LSZ) Mapping - A Review , 2009 .

[62]  Zongji Yang,et al.  Entropy-Based Hazard Degree Assessment for Typical Landslides in the Three Gorges Area, China , 2009 .

[63]  B. Pradhan,et al.  Landslide risk analysis using artificial neural network model focussing on different training sites. , 2009 .

[64]  Minoru Yamanaka,et al.  Predictive modelling of rainfall-induced landslide hazard in the Lesser Himalaya of Nepal based on weights-of-evidence , 2008 .

[65]  L. Tham,et al.  Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China , 2008 .

[66]  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 .

[67]  H. A. Nefeslioglu,et al.  Extraction of potential debris source areas by logistic regression technique: a case study from Barla, Besparmak and Kapi mountains (NW Taurids, Turkey) , 2008 .

[68]  Sajidu,et al.  Groundwater fluoride levels in villages of Southern Malawi and removal studies using bauxite , 2008 .

[69]  Manfred F. Buchroithner,et al.  Utilization of optical remote sensing data and geographic information system tools for regional landslide hazard analysis by using binomial logistic regression model , 2008 .

[70]  Pradhan Biswajeet,et al.  Utilization of Optical Remote Sensing Data and GIS Tools for Regional Landslide Hazard Analysis Using an Artificial Neural Network Model , 2007 .

[71]  Saro Lee Application and verification of fuzzy algebraic operators to landslide susceptibility mapping , 2007 .

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

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

[74]  Saro Lee,et al.  Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models , 2006 .

[75]  A. Clerici,et al.  A GIS-based automated procedure for landslide susceptibility mapping by the Conditional Analysis method: the Baganza valley case study (Italian Northern Apennines) , 2006 .

[76]  Ramesh P. Singh,et al.  Estimation of stress and its use in evaluation of landslide prone regions using remote sensing data , 2006 .

[77]  A. Jeyaram,et al.  Probabilistic Techniques, GIS and Remote Sensing in Landslide Hazard Mitigation: A Case Study from Sikkim Himalayas, India , 2005 .

[78]  H. Wang,et al.  Comparative evaluation of landslide susceptibility in Minamata area, Japan , 2005 .

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

[80]  Saro Lee,et al.  Determination and application of the weights for landslide susceptibility mapping using an artificial neural network , 2004 .

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

[82]  C. Gokceoğlu,et al.  Assessment of landslide susceptibility for a landslide-prone area (north of Yenice, NW Turkey) by fuzzy approach , 2002 .

[83]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.

[84]  Michael Negnevitsky,et al.  Artificial Intelligence: A Guide to Intelligent Systems , 2001 .

[85]  C. Gokceoğlu,et al.  Discontinuity controlled probabilistic slope failure risk maps of the Altindag (settlement) region in Turkey , 2000 .

[86]  Ren Lu Disaster entropy:conception and application , 2000 .

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

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

[89]  G. Bonham-Carter Geographic Information Systems for Geoscientists: Modelling with GIS , 1995 .

[90]  Don-lin Mon,et al.  Evaluating weapon system using fuzzy analytic hierarchy process based on entropy weight , 1994, Proceedings of 1995 IEEE International Conference on Fuzzy Systems..

[91]  I. Moore,et al.  Length-slope factors for the Revised Universal Soil Loss Equation: simplified method of estimation , 1992 .

[92]  I. Moore,et al.  Digital terrain modelling: A review of hydrological, geomorphological, and biological applications , 1991 .

[93]  F. Agterberg,et al.  Statistical Pattern Integration for Mineral Exploration , 1990 .

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

[95]  I. Moore,et al.  Sediment Transport Capacity of Sheet and Rill Flow: Application of Unit Stream Power Theory , 1986 .

[96]  D. Varnes Landslide hazard zonation: A review of principles and practice , 1984 .

[97]  K. Beven,et al.  A physically based, variable contributing area model of basin hydrology , 1979 .

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