Landslide susceptibility modeling based on remote sensing data and data mining techniques

Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region

(2021) Yunzhi Chen et al.   Geocarto International

Debris flows modeling using geo-environmental factors: developing hybridized deep-learning algorithms

(2021) Yang Li et al.   Geocarto International

Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential

(2021) Yunzhi Chen et al.   Geocarto International

Efficient and automatic extraction of slope units based on multi-scale segmentation method for landslide assessments

(2021) Faming Huang et al.   Landslides

Landslide Susceptibility Prediction Using Sparse Feature Extraction and Machine Learning Models Based on GIS and Remote Sensing

(2021) Li Zhu et al.   IEEE Geoscience and Remote Sensing Letters

Toward the development of deep learning analyses for snow avalanche releases in mountain regions

(2021) Yunzhi Chen et al.   Geocarto International

Hybrid Computational Intelligence Methods for Landslide Susceptibility Mapping

(2020) Guirong Wang et al.   Symmetry-Basel

Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble

(2020) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide Susceptibility Prediction Modeling Based on Remote Sensing and a Novel Deep Learning Algorithm of a Cascade-Parallel Recurrent Neural Network

(2020) Li Zhu et al.   SENSORS

Comparisons of heuristic, general statistical and machine learning models for landslide susceptibility prediction and mapping

(2020) Faming Huang et al.   CATENA

Landslide susceptibility prediction based on a semi-supervised multiple-layer perceptron model

(2020) Faming Huang et al.   Landslides

GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran

(2020) Xinxiang Lei et al.   Remote Sensing

Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer

(2020) Wei Chen et al.   Geoscience Frontiers

GIS-based landslide susceptibility assessment using optimized hybrid machine learning methods

(2020) Xi Chen et al.   CATENA

Uncertainties Analysis of Collapse Susceptibility Prediction Based on Remote Sensing and GIS: Influences of Different Data-Based Models and Connections between Collapses and Environmental Factors

(2020) Wenbin Li et al.   Remote Sensing

Experimental study of subsurface erosion in granitic under the conditions of different soil column angles and flow discharges

(2019) Weiping Liu et al.   Bulletin of Engineering Geology and the Environment

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

(2019) Renwei Li et al.   Symmetry-Basel

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

A deep learning algorithm using a fully connected sparse autoencoder neural network for landslide susceptibility prediction

(2019) Faming Huang et al.   Landslides

Prediction of soil water retention curve using Bayesian updating from limited measurement data

(2019) Weiping Liu et al.   APPLIED MATHEMATICAL MODELLING

Landslide Susceptibility Evaluation Using Hybrid Integration of Evidential Belief Function and Machine Learning Techniques

(2019) Yang Li et al.   Water

GIS-Based Evaluation of Landslide Susceptibility Models Using Certainty Factors and Functional Trees-Based Ensemble Techniques

(2019) Xia Zhao et al.   Applied Sciences-Basel

Assessment of landslide-induced damage to structures: the Agnone landslide case study (southern Italy)

(2018) Matteo Del Soldato et al.   Bulletin of Engineering Geology and the Environment

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

A review of statistically-based landslide susceptibility models

(2018) Paola Reichenbach et al.   EARTH-SCIENCE REVIEWS

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

LiDAR-supported prediction of slope failures using an integrated ensemble weights-of-evidence and analytical hierarchy process

(2018) Abolfazl Jaafari   Environmental Earth Sciences

Developing a landslide susceptibility map based on remote sensing, fuzzy logic and expert knowledge of the Island of Lefkada, Greece

(2018) Paraskevas Tsangaratos et al.   Environmental Earth Sciences

Landslide susceptibility assessment by Dempster–Shafer and Index of Entropy models, Sarkhoun basin, Southwestern Iran

(2018) Kourosh Shirani et al.   NATURAL HAZARDS

A novel ensemble approach of bivariate statistical-based logistic model tree classifier for landslide susceptibility assessment

(2018) Wei Chen et al.   Geocarto International

Correction to: A comparison of five methods in landslide susceptibility assessment: a case study from the 330-kV transmission line in Gansu Region, China

(2018) Yunfeng Ge et al.   Environmental Earth Sciences

Susceptibility assessment of landslides triggered by earthquakes in the Western Sichuan Plateau

(2018) Juan Cao et al.   CATENA

Landslide susceptibility mapping based on self-organizing-map network and extreme learning machine

(2017) Faming Huang et al.   ENGINEERING GEOLOGY

A comparison of statistical and deterministic methods for shallow landslide susceptibility zoning in clayey soils

(2017) Mariantonietta Ciurleo et al.   ENGINEERING GEOLOGY

The assessment of landslide susceptibility mapping using random forest and decision tree methods in the Three Gorges Reservoir area, China

(2017) Kaixiang Zhang et al.   Environmental Earth Sciences

A novel hybrid artificial intelligence approach for flood susceptibility assessment

(2017) Kamran Chapi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Forest PA : Constructing a decision forest by penalizing attributes used in previous trees

(2017) Md Nasim Adnan et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

Global land-use allocation model linked to an integrated assessment model

(2017) Tomoko Hasegawa et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Integration of the Statistical Index Method and the Analytic Hierarchy Process technique for the assessment of landslide susceptibility in Huizhou, China

(2016) Guifang Zhang et al.   CATENA

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

Classification of large-scale landslides induced by the 2008 Wenchuan earthquake, China

(2015) Qiang Xu et al.   Environmental Earth Sciences

Landslide detection and susceptibility mapping using LiDAR and an artificial neural network approach: a case study in the Cuyahoga Valley National Park, Ohio

(2015) Pece V. Gorsevski 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

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

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

Misfire detection in an IC engine using vibration signal and decision tree algorithms

(2014) Abhishek Sharma et al.   MEASUREMENT

Estimating landslide susceptibility through a artificial neural network classifier

(2014) Paraskevas Tsangaratos et al.   NATURAL HAZARDS

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 analysis with logistic regression model based on FCM sampling strategy

(2013) Liang-Jie Wang et al.   COMPUTERS & 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

Landslide susceptibility mapping based on rough set theory and support vector machines: A case of the Three Gorges area, China

(2013) Ling Peng et al.   GEOMORPHOLOGY

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

Application of kernel-based Fisher discriminant analysis to map landslide susceptibility in the Qinggan River delta, Three Gorges, China

(2012) Sanwei He et al.   GEOMORPHOLOGY

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

Geomorphology and landslide susceptibility assessment using GIS and bivariate statistics: a case study in southern Italy

(2008) Paolo Magliulo et al.   NATURAL HAZARDS

Quality control of industrial processes by combining a hyperspectral sensor and Fisher's linear discriminant analysis

(2007) P. Beatriz Garcia-Allende et al.   SENSORS AND ACTUATORS B-CHEMICAL