Landslide Susceptibility Mapping for the Muchuan County (China): A Comparison Between Bivariate Statistical Models (WoE, EBF, and IoE) and Their Ensembles with Logistic Regression

Landslide Susceptibility Modeling Using Integrated Ensemble Weights of Evidence with Logistic Regression and Random Forest Models

(2019) Wei Chen et al.   Applied Sciences-Basel

Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis

(2019) Wei Chen et al.   Natural Resources Research

Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree

(2019) Wei Chen et al.   Geocarto International

A relationship between displacement and tilting angle of the slope surface in shallow landslides

(2019) Jiren Xie et al.   Landslides

GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithms

(2019) Alireza Arabameri et al.   Journal of Mountain Science

A 142-year Climatology of Northern California Landslides and Atmospheric Rivers

(2019) Jason M. Cordeira et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

(2019) Dieu Tien Bui et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Lithological controls on hydrological processes that trigger shallow landslides: Observations from granite and hornfels hillslopes in Hiroshima, Japan

(2019) Takuma Watakabe et al.   CATENA

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

(2019) Dieu Tien Bui et al.   CATENA

Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A comparative assessment of information value, frequency ratio and analytical hierarchy process models for landslide susceptibility mapping of a Himalayan watershed, India

(2018) Swati Sharma et al.   Bulletin of Engineering Geology and the Environment

Enhancing the accuracy of rainfall-induced landslide prediction along mountain roads with a GIS-based random forest classifier

(2018) Viet-Hung Dang et al.   Bulletin of Engineering Geology and the Environment

Integrated approach for determining spatio-temporal variations in the hydrodynamic factors as a contributing parameter in landslide susceptibility assessments

(2018) Mustafa Can Canoglu et al.   Bulletin of Engineering Geology and the Environment

An improved algorithm for identifying shallow and deep-seated landslides in dense tropical forest from airborne laser scanning data

(2018) Mustafa Ridha Mezaal et al.   CATENA

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

A data-based landslide susceptibility map of Africa

(2018) Jente Broeckx et al.   EARTH-SCIENCE REVIEWS

Distribution and characteristics of landslide in Loess Plateau: A case study in Shaanxi province

(2018) Jianqi Zhuang et al.   ENGINEERING GEOLOGY

Object-oriented change detection and damage assessment using high-resolution remote sensing images, Tangjiao Landslide, Three Gorges Reservoir, China

(2018) Faming Huang et al.   Environmental Earth Sciences

Assessing LNRF, FR, and AHP models in landslide susceptibility mapping index: a comparative study of Nojian watershed in Lorestan province, Iran

(2018) M. Abedini et al.   Environmental Earth Sciences

Bagging based Support Vector Machines for spatial prediction of landslides

(2018) Binh Thai Pham et al.   Environmental Earth Sciences

A preliminary assessment of the impact of landslide, earthflow, and gully erosion on soil carbon stocks in New Zealand

(2018) Les Basher et al.   GEOMORPHOLOGY

A Novel Classifier Based on Composite Hyper-cubes on Iterated Random Projections for Assessment of Landslide Susceptibility

(2018) Binh Thai Pham   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Correction to: Shallow landslide susceptibility assessment in granitic rocks using GIS-based statistical methods: the contribution of the weathering grade map

(2018) Luigi Borrelli et al.   Landslides

Prediction of landslide displacement with an ensemble-based extreme learning machine and copula models

(2018) Huajin Li et al.   Landslides

Variability in soil-water retention properties and implications for physics-based simulation of landslide early warning criteria

(2018) Matthew A. Thomas et al.   Landslides

Landslide susceptibility mapping by using statistical analysis in the North Anatolian Fault Zone (NAFZ) on the northern part of Suşehri Town, Turkey

(2018) Gökhan Demir   NATURAL HAZARDS

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Contaminated landslide runout deposits in rivers – Method for estimating long-term ecological risks

(2018) G. Göransson et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide susceptibility assessment in the Anfu County, China: comparing different statistical and probabilistic models considering the new topo-hydrological factor (HAND)

(2018) Haoyuan Hong et al.   Earth Science Informatics

Influences of Risk Perception and Sense of Place on Landslide Disaster Preparedness in Southwestern China

(2018) Dingde Xu et al.   International Journal of Disaster Risk Science

Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling

(2018) Wei Chen et al.   Bulletin of Engineering Geology and the Environment

Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

(2018) Wei Chen et al.   CATENA

Risk-based evaluation on geological environment carrying capacity of mountain city - A case study in Suide County, Shaanxi Province, China

(2018) Yao Wang et al.   Journal of Mountain Science

Visual interpretation of stereoscopic NDVI satellite images to map rainfall-induced landslides

(2018) Federica Fiorucci et al.   Landslides

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

(2018) Wei Chen et al.   Applied Sciences-Basel

Distribution and genetic types of loess landslides in China

(2018) Jianbing Peng et al.   JOURNAL OF ASIAN EARTH SCIENCES

Mapping landslide susceptibility with frequency ratio, statistical index, and weights of evidence models: a case study in northern Iran

(2017) Samaneh Razavizadeh et al.   Environmental Earth Sciences

Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model

(2017) Daniela Castro Camilo et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Transition index maps for urban growth simulation: application of artificial neural networks, weight of evidence and fuzzy multi-criteria evaluation

(2017) Hossein Shafizadeh-Moghadam et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Statistical approaches for the definition of landslide rainfall thresholds and their uncertainty using rain gauge and satellite data

(2017) M. Rossi et al.   GEOMORPHOLOGY

Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques

(2017) Wei Chen et al.   GEOMORPHOLOGY

Characterization and quantification of path dependency in landslide susceptibility

(2017) Jalal Samia et al.   GEOMORPHOLOGY

Landslide characteristics and spatial distribution in the Rwenzori Mountains, Uganda

(2017) Liesbet Jacobs et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Hydrological effect of vegetation against rainfall-induced landslides

(2017) Alejandro Gonzalez-Ollauri et al.   JOURNAL OF HYDROLOGY

The influence of geological–morphological and land use settings on shallow landslides in the Pogliaschina T. basin (northern Apennines, Italy)

(2017) C. Bartelletti et al.   Journal of Maps

Evaluating effectiveness of frequency ratio, fuzzy logic and logistic regression models in assessing landslide susceptibility: a case from Rudraprayag district, India

(2017) Mehebub Sahana et al.   Journal of Mountain Science

Landslide susceptibility assessment using the certainty factor and analytic hierarchy process

(2017) Wen Fan et al.   Journal of Mountain Science

Correction to: Landslide susceptibility mapping of the Sera River Basin using logistic regression model

(2017) Nussaïbah B. Raja et al.   NATURAL HAZARDS

Rapid post-seismic landslide evacuation boosted by dynamic river width

(2017) Thomas Croissant et al.   Nature Geoscience

Floristic and vegetation successional processes within landslides in a Mediterranean environment

(2017) Carlos Neto et al.   SCIENCE OF THE TOTAL ENVIRONMENT

The role of land use changes in the distribution of shallow landslides

(2017) Maria Giuseppina Persichillo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China

(2017) Wei Chen et al.   Geomatics Natural Hazards & Risk

Loess Landslide Inventory Map Based on GF-1 Satellite Imagery

(2017) Wenyi Sun et al.   Remote Sensing

Application of a GIS-Based Slope Unit Method for Landslide Susceptibility Mapping along the Longzi River, Southeastern Tibetan Plateau, China

(2017) Fei Wang et al.   ISPRS International Journal of Geo-Information

Spatial data analysis and application of evidential belief functions to shallow landslide susceptibility mapping at Mt. Umyeon, Seoul, Korea

(2016) Ananta Man Singh Pradhan et al.   Bulletin of Engineering Geology and the Environment

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

A complex rock topple-rock slide failure of an anaclinal rock slope in the Wu Gorge, Yangtze River, China

(2016) Dongming Gu et al.   ENGINEERING GEOLOGY

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

Landslide-induced changes of soil physicochemical properties in Xitou, Central Taiwan

(2016) Chih-Hsin Cheng et al.   GEODERMA

Distributions of landslides, vegetation, and related sediment yields during typhoon events in northwestern Taiwan

(2016) Chi-Wen Chen et al.   GEOMORPHOLOGY

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

Landslide susceptibility mapping at Gongliu county, China using artificial neural network and weight of evidence models

(2016) Qiqing Wang et al.   GEOSCIENCES JOURNAL

A comparative study on the landslide susceptibility mapping using evidential belief function and weights of evidence models

(2016) QIQING WANG et al.   Journal of Earth System Science

Assessment of data availability for the development of landslide fatality curves

(2016) Tonje Grahn et al.   Landslides

Do landslides follow landslides? Insights in path dependency from a multi-temporal landslide inventory

(2016) Jalal Samia et al.   Landslides

Coupled DEM-CFD investigation on the formation of landslide dams in narrow rivers

(2016) Tao Zhao et al.   Landslides

Landslide susceptibility modeling in a landslide prone area in Mazandarn Province, north of Iran: a comparison between GLM, GAM, MARS, and M-AHP methods

(2016) Hamid Reza Pourghasemi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

(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

The role of the lithological setting on the landslide pattern and distribution

(2015) Cristina Henriques et al.   ENGINEERING GEOLOGY

GIS-based frequency ratio and logistic regression modelling for landslide susceptibility mapping of Debre Sina area in central Ethiopia

(2015) Matebie Meten et al.   Journal of Mountain Science

Landslide susceptibility mapping by combining the analytical hierarchy process and weighted linear combination methods: a case study in the upper Lo River catchment (Vietnam)

(2015) Le Quoc Hung et al.   Landslides

Geophysical characterization of the lithological control on the kinematic pattern in a large clayey landslide (Avignonet, French Alps)

(2015) Grégory Bièvre et al.   Landslides

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

(2015) Dieu Tien Bui et al.   Landslides

BoostWofE: A New Sequential Weights of Evidence Model Reducing the Effect of Conditional Dependency

(2015) Qiuming Cheng   Mathematical Geosciences

Landslide susceptibility mapping based on landslide history and analytic hierarchy process (AHP)

(2015) Dimitrios Myronidis et al.   NATURAL HAZARDS

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

(2015) Jie Dou et al.   NATURAL HAZARDS

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

(2015) Binh Thai Pham et al.   THEORETICAL AND APPLIED CLIMATOLOGY

A Comparative Analysis of Weights of Evidence, Evidential Belief Functions, and Fuzzy Logic for Mineral Potential Mapping Using Incomplete Data at the Scale of Investigation

(2015) Arianne Ford et al.   Natural Resources Research

GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran

(2014) A. Jaafari et al.   International Journal of Environmental Science and Technology

Landslide susceptibility zonation mapping using logistic regression and its validation in Hashtchin Region, northwest of Iran

(2014) Reza Talaei   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

Integrating the Analytical Hierarchy Process (AHP) and the frequency ratio (FR) model in landslide susceptibility mapping of Shiv-khola watershed, Darjeeling Himalaya

(2014) Sujit Mondal et al.   International Journal of Disaster Risk Science

Data-Driven Evidential Belief Modeling of Mineral Potential Using Few Prospects and Evidence with Missing Values

(2014) Emmanuel John M. Carranza   Natural Resources Research

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

Landslide susceptibility assessment using object mapping units, decision tree, and support vector machine models in the Three Gorges of China

(2013) Xueling Wu et al.   Environmental Earth Sciences

Multicollinearity in path analysis of maize (Zea mays L.)

(2013) Marcos Toebe et al.   JOURNAL OF CEREAL 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 assessment using Information Value Method in parts of the Darjeeling Himalayas

(2013) Shraban Sarkar et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Application of an evidential belief function model in landslide susceptibility mapping

(2012) Omar F. Althuwaynee et al.   COMPUTERS & GEOSCIENCES

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

Landslide inventory maps: New tools for an old problem

(2012) Fausto Guzzetti et al.   EARTH-SCIENCE REVIEWS

Comparison of bivariate and multivariate statistical approaches in landslide susceptibility mapping at a regional scale

(2012) Renée Schicker et al.   GEOMORPHOLOGY

GIS-based landslide susceptibility mapping using analytic hierarchy process and artificial neural network in Jeju (Korea)

(2012) He-Chun Quan et al.   KSCE Journal of Civil Engineering

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

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

GIS-based assessment of landslide susceptibility on the base of the Weights-of-Evidence model

(2011) Bettina Neuhäuser et al.   Landslides

Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling

(2010) Biswajeet Pradhan   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Landslide susceptibility assessment using the bivariate statistical analysis and the index of entropy in the Sibiciu Basin (Romania)

(2010) Mihaela Constantin et al.   Environmental Earth Sciences

Patterns from the past: modeling Public Land Survey witness tree distributions with weights-of-evidence

(2010) Todd D. Fagin et al.   PLANT ECOLOGY

Techniques for evaluating the performance of landslide susceptibility models

(2009) Paolo Frattini et al.   ENGINEERING GEOLOGY

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

(2009) Biswajeet Pradhan et al.   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

A simplified method for assessing landslide damage indices

(2009) Olga Petrucci et al.   NATURAL HAZARDS

A Conditional Dependence Adjusted Weights of Evidence Model

(2009) Minfeng Deng   Natural Resources Research

Vegetation recovery patterns assessment at landslides caused by catastrophic earthquake: A case study in central Taiwan

(2008) Wen-Chieh Chou et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT