Mapping of earthquake hotspot and coldspot zones for identifying potential landslide hotspot areas in the Himalayan region

Effect of time and space partitioning strategies of samples on regional landslide susceptibility modelling

(2021) Kirti Khanna et al.   Landslides

Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya

(2021) Indrajit Chowdhuri et al.   Natural Hazards

Spatial prediction of landslide susceptibility using projected storm rainfall and land use in Himalayan region

(2021) Indrajit Chowdhuri et al.   Bulletin of Engineering Geology and the Environment

Evaluation of spatial probability of landslides using bivariate and multivariate approaches in the Goriganga valley, Kumaun Himalaya, India

(2021) Sandeep Kumar et al.   NATURAL HAZARDS

Modelling multi-hazard threats to cultural heritage sites and environmental sustainability: The present and future scenarios

(2021) Asish Saha et al.   Journal of Cleaner Production

Landslide susceptibility modeling in a complex mountainous region of Sikkim Himalaya using new hybrid data mining approach

(2021) Abu Reza Md. Towfiqul Islam et al.   Geocarto International

Landslide Susceptibility Evaluation and Management Using Different Machine Learning Methods in The Gallicash River Watershed, Iran

(2020) Alireza Arabameri et al.   Remote Sensing

Spatial Prediction of Landslide Susceptibility Based on GIS and Discriminant Functions

(2020) Guirong Wang et al.   ISPRS International Journal of Geo-Information

GIS-Based Ensemble Soft Computing Models for Landslide Susceptibility Mapping

(2020) Binh Thai Pham et al.   ADVANCES IN SPACE RESEARCH

Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment

(2020) Dieu Tien Bui et al.   CATENA

A spatially explicit deep learning neural network model for the prediction of landslide susceptibility

(2020) Dong Van Dao et al.   CATENA

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

Rainfall Induced Landslide Studies in Indian Himalayan Region: A Critical Review

(2020) Abhirup Dikshit et al.   Applied Sciences-Basel

Optimization of state-of-the-art fuzzy-metaheuristic ANFIS based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India

(2020) Aman Arora et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

(2020) Ahmed Mohamed Youssef et al.   Geoscience Frontiers

Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

(2020) Shahab S. Band et al.   SENSORS

Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping

(2020) Emrehan Kutlug Sahin   Geocarto International

Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility

(2020) Alireza Arabameri et al.   Remote Sensing

Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion Susceptibility

(2020) Paramita Roy et al.   Remote Sensing

Mapping the effect of climate change on community livelihood vulnerability in the riparian region of Gangatic Plain, India

(2020) Manob Das et al.   ECOLOGICAL INDICATORS

An Ensemble Model for Landslide Susceptibility Mapping in a Forested Area

(2019) Alireza Arabameri et al.   Geocarto International

Novel Entropy and Rotation Forest-Based Credal Decision Tree Classifier for Landslide Susceptibility Modeling

(2019) Qingfeng He et al.   Entropy

Earthquake‐induced chains of geologic hazards: patterns, mechanisms, and impacts

(2019) Xuanmei Fan et al.   REVIEWS OF GEOPHYSICS

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

Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

(2019) Pham et al.   Sustainability

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

(2019) Saeid Janizadeh et al.   Sustainability

Sedimentological characteristics and application of machine learning techniques for landslide susceptibility modelling along the highway corridor Nahan to Rajgarh (Himachal Pradesh), India

(2019) Vijendra Kumar Pandey et al.   CATENA

Landslides detection through optimized hot spot analysis on persistent scatterers and distributed scatterers

(2019) Ping Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Performance Evaluation of the GIS-Based Data-Mining Techniques Decision Tree, Random Forest, and Rotation Forest for Landslide Susceptibility Modeling

(2019) Soyoung Park et al.   Sustainability

Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India

(2019) Indrajit Chowdhuri et al.   ADVANCES IN SPACE RESEARCH

Geothermal sources and utilization practice in six countries along the southern part of the Pannonian basin

(2019) Nina Rman et al.   Environmental Earth Sciences

Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia

(2019) Omid Rahmati et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial prediction of landslide-susceptible zones in El-Qaá area, Egypt, using an integrated approach based on GIS statistical analysis

(2018) Sara M. Abuzied 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

Landslide hazard assessment in the Himalayas (Nepal and Bhutan) based on Earth-Observation data

(2018) Christian Ambrosi et al.   ENGINEERING GEOLOGY

Modeling landslide susceptibility in data-scarce environments using optimized data mining and statistical methods

(2018) Jung-Hyun Lee et al.   GEOMORPHOLOGY

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

A Novel Hybrid Approach of Bayesian Logistic Regression and Its Ensembles for Landslide Susceptibility Assessment

(2018) Mousa Abedini et al.   Geocarto International

A New Method for Recognizing Cytokines Based on Feature Combination and a Support Vector Machine Classifier

(2018) Zhe Yang et al.   MOLECULES

Comparing probabilistic and statistical methods in landslide susceptibility modeling in Rwanda/Centre-Eastern Africa

(2018) Jean Baptiste Nsengiyumva et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

(2017) Wei Chen et al.   GEODERMA

MugNet: Deep learning for hyperspectral image classification using limited samples

(2017) Bin Pan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Shallow Landslide Susceptibility Modeling Using the Data Mining Models Artificial Neural Network and Boosted Tree

(2017) Hyun-Joo Oh et al.   Applied Sciences-Basel

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

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

Geospatial risk assessment of flash floods in Nuweiba area, Egypt

(2016) Sara Abuzied et al.   JOURNAL OF ARID ENVIRONMENTS

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

Landslide susceptibility zonation mapping using frequency ratio and fuzzy gamma operator models in part of NH-39, Manipur, India

(2016) Guru Balamurugan et al.   NATURAL HAZARDS

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

Geomorphic and geologic controls of geohazards induced by Nepals 2015 Gorkha earthquake

(2015) J. S. Kargel et al.   SCIENCE

Landslide susceptibility mapping based on GIS and information value model for the Chencang District of Baoji, China

(2014) Wei Chen et al.   Arabian Journal of Geosciences

A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping

(2014) Bakhtiar Feizizadeh et al.   COMPUTERS & GEOSCIENCES

A Remote Sensing-Based Approach for Debris-Flow Susceptibility Assessment Using Artificial Neural Networks and Logistic Regression Modeling

(2014) Racha Elkadiri et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluation and comparison of landslide susceptibility mapping methods: a case study for the Ulus district, Bartın, northern Turkey

(2014) Arif Mert Eker et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Landslide susceptibility mapping using multi-criteria evaluation techniques in Chittagong Metropolitan Area, Bangladesh

(2014) Bayes Ahmed   Landslides

Rainfall thresholds for prediction of shallow landslides around Chamoli-Joshimath region, Garhwal Himalayas, India

(2013) D. P. Kanungo et al.   Landslides

Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression

(2013) Taskin Kavzoglu et al.   Landslides

Landslide inventory maps: New tools for an old problem

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

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

Selecting and weighting spatial predictors for empirical modeling of landslide susceptibility in the Darjeeling Himalayas (India)

(2011) Saibal Ghosh et al.   GEOMORPHOLOGY

Remote-sensing and GIS-based landslide-susceptibility zonation using the landslide index method in Igo River Basin, Eastern Himalaya, India

(2011) Jawan SINGH Rawat et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya

(2010) Chandra Prakash Poudyal et al.   Environmental Earth Sciences

Landslide susceptibility zonation of the Chamoli region, Garhwal Himalayas, using logistic regression model

(2010) Shivani Chauhan et al.   Landslides

Improvement of statistical landslide susceptibility mapping by using spatial and global regression methods in the case of More and Romsdal (Norway)

(2010) Arzu Erener et al.   Landslides

Impact of seismic factors on landslide susceptibility zonation: a case study in part of Indian Himalayas

(2010) Naveen Pareek et al.   Landslides

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

The Application of Remote Sensing Technology to the Interpretation of Land Use for Rainfall-Induced Landslides Based on Genetic Algorithms and Artificial Neural Networks

(2009) Yie-Ruey Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Landslide susceptibility assessment of the Kraľovany–Liptovský Mikuláš railway case study

(2009) Martin Bednarik et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region

(2008) Ulrich Kamp et al.   GEOMORPHOLOGY