Landslide susceptibility mapping using Genetic Algorithm for the Rule Set Production (GARP) model
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Title
Landslide susceptibility mapping using Genetic Algorithm for the Rule Set Production (GARP) model
Authors
Keywords
Landslide susceptibility mapping, GIS, GARP model, Klijanerestagh watershed, Iran
Journal
Journal of Mountain Science
Volume 15, Issue 9, Pages 2013-2026
Publisher
Springer Nature America, Inc
Online
2018-09-07
DOI
10.1007/s11629-018-4833-5
References
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Note: Only part of the references are listed.- Prediction of the landslide susceptibility: Which algorithm, which precision?
- (2018) Hamid Reza Pourghasemi et al. CATENA
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- (2018) Chao Zhou et al. COMPUTERS & GEOSCIENCES
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- (2018) R. Schlögel et al. GEOMORPHOLOGY
- Reprint of “A proposed cell model for multiple-occurrence regional landslide events: Implications for landslide susceptibility mapping”
- (2018) M.J. Crozier GEOMORPHOLOGY
- River suspended sediment modelling using the CART model: A comparative study of machine learning techniques
- (2018) Bahram Choubin et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2017) Seyed Amir Naghibi et al. JOURNAL OF HYDROLOGY
- Comparison of machine-learning techniques for landslide susceptibility mapping using two-level random sampling (2LRS) in Alakir catchment area, Antalya, Turkey
- (2017) Metehan Ada et al. NATURAL HAZARDS
- Suitability estimation for urban development using multi-hazard assessment map
- (2017) George D. Bathrellos et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework
- (2017) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
- (2017) Seyed Amir Naghibi et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models
- (2017) Omid Rahmati et al. WATER RESOURCES MANAGEMENT
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- (2017) Seyed Amir Naghibi et al. WATER RESOURCES MANAGEMENT
- Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea
- (2017) Jeong-Cheol Kim et al. Geocarto International
- Spatial prediction of flood-susceptible areas using frequency ratio and maximum entropy models
- (2017) Safura Siahkamari et al. Geocarto International
- Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)
- (2017) Bahareh Kalantar et al. Geomatics Natural Hazards & Risk
- Assessment and comparison of combined bivariate and AHP models with logistic regression for landslide susceptibility mapping in the Chaharmahal-e-Bakhtiari Province, Iran
- (2016) Ebrahim Karimi Sangchini et al. Arabian Journal of Geosciences
- GIS-based landslide spatial modeling in Ganzhou City, China
- (2016) Haoyuan Hong et al. Arabian Journal of Geosciences
- Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
- (2016) Paraskevas Tsangaratos et al. CATENA
- Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)
- (2016) Iman Nasiri Aghdam et al. Environmental Earth Sciences
- Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran
- (2016) Hamid Reza Pourghasemi et al. Environmental Earth Sciences
- Identifying the controls on coastal cliff landslides using machine-learning approaches
- (2016) Mark E. Dickson et al. ENVIRONMENTAL MODELLING & SOFTWARE
- A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)
- (2016) Binh Thai Pham et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- Exploring the effect of absence selection on landslide susceptibility models: A case study in Sicily, Italy
- (2016) Christian Conoscenti et al. GEOMORPHOLOGY
- Different landslide sampling strategies in a grid-based bi-variate statistical susceptibility model
- (2016) Haydar Y. Hussin et al. GEOMORPHOLOGY
- Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features
- (2016) Seyed Amir Naghibi et al. HYDROGEOLOGY JOURNAL
- Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison
- (2016) Omid Rahmati et al. NATURAL HAZARDS
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- (2016) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Delineation of groundwater potential zones using remote sensing and GIS-based data-driven models
- (2016) Samira Ghorbani Nejad et al. Geocarto International
- Applicability of generalized additive model in groundwater potential modelling and comparison its performance by bivariate statistical methods
- (2016) Fatemeh Falah et al. Geocarto International
- A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping
- (2016) Wei Chen et al. Geocarto International
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- (2015) Haoyuan Hong et al. CATENA
- Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling
- (2015) J.N. Goetz et al. COMPUTERS & GEOSCIENCES
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- (2014) Ahmed M. Youssef et al. Arabian Journal of Geosciences
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- (2014) P. Reichenbach et al. ENVIRONMENTAL MANAGEMENT
- Assessment of shallow landslide risk mitigation measures based on land use planning through probabilistic modelling
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- A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping
- (2014) Omar F. Althuwaynee et al. Landslides
- An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district
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- Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS
- (2014) Biswajeet Pradhan et al. NATURAL HAZARDS
- Estimating landslide susceptibility through a artificial neural network classifier
- (2014) Paraskevas Tsangaratos et al. NATURAL HAZARDS
- Forested landslide detection using LiDAR data and the random forest algorithm: A case study of the Three Gorges, China
- (2014) Weitao Chen et al. REMOTE SENSING OF ENVIRONMENT
- Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms
- (2013) Mohammad Zare et al. Arabian Journal of Geosciences
- A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy
- (2013) Christian Conoscenti et al. Environmental Earth Sciences
- Landslide susceptibility analysis using Probabilistic Certainty Factor Approach: A case study on Tevankarai stream watershed, India
- (2013) Evangelin Ramani Sujatha et al. Journal of Earth System Science
- Landslide susceptibility mapping using support vector machine and GIS at the Golestan Province, Iran
- (2013) HAMID REZA POURGHASEMI et al. Journal of Earth System Science
- Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
- (2013) Taskin Kavzoglu et al. Landslides
- Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
- (2013) Natan Micheletti et al. Mathematical Geosciences
- Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. Arabian Journal of Geosciences
- Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
- (2012) Dieu Tien Bui et al. CATENA
- Application of data-driven evidential belief functions to landslide susceptibility mapping in Jinbu, Korea
- (2012) S. Lee et al. CATENA
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- How can statistical models help to determine driving factors of landslides?
- (2012) Peter Vorpahl et al. ECOLOGICAL MODELLING
- Landslide susceptibility mapping along road corridors in the Indian Himalayas using Bayesian logistic regression models
- (2012) Iswar Das et al. GEOMORPHOLOGY
- Landslide susceptibility assessment in the Hoa Binh province of Vietnam: A comparison of the Levenberg–Marquardt and Bayesian regularized neural networks
- (2012) Dieu Tien Bui et al. GEOMORPHOLOGY
- GIS-based support vector machine modeling of earthquake-triggered landslide susceptibility in the Jianjiang River watershed, China
- (2012) Chong Xu et al. GEOMORPHOLOGY
- Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study
- (2012) Ángel M. Felicísimo et al. Landslides
- 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
- (2012) Krishna Chandra Devkota et al. NATURAL HAZARDS
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- Comparison of GIS-based gullying susceptibility mapping using bivariate and multivariate statistics: Northern Calabria, South Italy
- (2011) Federica Lucà et al. GEOMORPHOLOGY
- Combining neural network with fuzzy, certainty factor and likelihood ratio concepts for spatial prediction of landslides
- (2011) D. P. Kanungo et al. NATURAL HAZARDS
- Landslide susceptibility mapping in Injae, Korea, using a decision tree
- (2010) Young-Kwang Yeon et al. ENGINEERING GEOLOGY
- The Biology and Ecology of the Emerald Ash Borer,Agrilus planipennis, in China
- (2010) Xiao-Yi Wang et al. JOURNAL OF INSECT SCIENCE
- Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey
- (2010) H. A. Nefeslioglu et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz Environmental Earth Sciences
- Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling
- (2009) Biswajeet Pradhan et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Optimal landslide susceptibility zonation based on multiple forecasts
- (2009) Mauro Rossi et al. GEOMORPHOLOGY
- Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia
- (2009) Biswajeet Pradhan et al. Landslides
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