Landslide hazard assessment based on Bayesian optimization–support vector machine in Nanping City, China

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

A Novel Hybrid Method for Landslide Susceptibility Mapping-Based GeoDetector and Machine Learning Cluster: A Case of Xiaojin County, China

(2021) Wei Xie et al.   ISPRS International Journal of Geo-Information

Evaluation of different boosting ensemble machine learning models and novel deep learning and boosting framework for head-cut gully erosion susceptibility

(2021) Wei Chen et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Use of Mamdani Fuzzy Algorithm for Multi-Hazard Susceptibility Assessment in a Developing Urban Settlement (Mamak, Ankara, Turkey)

(2020) Tugce Yanar et al.   ISPRS International Journal of Geo-Information

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

(2020) Viet-Ha Nhu et al.   CATENA

Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance

(2020) Abdelaziz Merghadi et al.   EARTH-SCIENCE REVIEWS

A random forest model of landslide susceptibility mapping based on hyperparameter optimization using Bayes algorithm

(2020) Deliang Sun et al.   GEOMORPHOLOGY

Optimization of Computational Intelligence Models for Landslide Susceptibility Evaluation

(2020) Xia Zhao 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

Improving landslide susceptibility predictive power through colluvium mapping in Tegucigalpa, Honduras

(2020) Ginés Suárez et al.   Natural Hazards

GIS-based evaluation of landslide susceptibility using hybrid computational intelligence models

(2020) Wei Chen et al.   CATENA

Combining Evolutionary Algorithms and Machine Learning Models in Landslide Susceptibility Assessments

(2020) Wei Chen et al.   Remote Sensing

Prediction of spatiotemporal stability and rainfall threshold of shallow landslides using the TRIGRS and Scoops3D models

(2020) Jianyin He et al.   CATENA

Bayesian optimization of support vector machine for regression prediction of short-term traffic flow

(2019) Dong Wang et al.   Intelligent Data Analysis

Local-scale landslide susceptibility mapping using the B-GeoSVC model

(2019) Yang Yang et al.   Landslides

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

(2019) Xuanmei Fan et al.   REVIEWS OF GEOPHYSICS

Forecasting the time of failure of landslides at slope-scale: A literature review

(2019) Emanuele Intrieri et al.   EARTH-SCIENCE REVIEWS

Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

(2019) Xiangang Luo et al.   PLoS One

Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples

(2019) Xianzhe Tang et al.   JOURNAL OF HYDROLOGY

Landslide susceptibility modeling using different artificial intelligence methods: a case study at Muong Lay district, Vietnam

(2019) Tran Van Phong et al.   Geocarto International

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

(2019) Jie Dou et al.   Landslides

The Marine Environment: Hazards, Resources and the Application of Geoethics Principles

(2018) Roberto A. Violante et al.   ANNALS OF GEOPHYSICS

A review of statistically-based landslide susceptibility models

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

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

Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China

(2018) Fanyu Zhang et al.   Landslides

Landslide hazard zoning based on numerical simulation and hazard assessment

(2018) Chia-Ming Lo et al.   Geomatics Natural Hazards & Risk

Developing an Accessible Landslide Susceptibility Model Using Open-Source Resources

(2018) Kyungjin An et al.   Sustainability

New method for landslide susceptibility mapping supported by spatial logistic regression and GeoDetector: A case study of Duwen Highway Basin, Sichuan Province, China

(2018) Jintao Yang et al.   GEOMORPHOLOGY

Mapping Damage-Affected Areas after Natural Hazard Events Using Sentinel-1 Coherence Time Series

(2018) Stephanie Olen et al.   Remote Sensing

The Role of Earth Observation, with a Focus on SAR Interferometry, for Sinkhole Hazard Assessment

(2018) Andre Theron et al.   Remote Sensing

Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions

(2018) Sahar Abdollahi et al.   Bulletin of Engineering Geology and the Environment

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

(2017) Wei Chen et al.   GEODERMA

Mapping landslide susceptibility using data-driven methods

(2017) J.L. Zêzere et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide hazard mapping in the Constantine city, Northeast Algeria using frequency ratio, weighting factor, logistic regression, weights of evidence, and analytical hierarchy process methods

(2016) Hamid Bourenane et al.   Arabian Journal of Geosciences

Landslides in a changing climate

(2016) Stefano Luigi Gariano et al.   EARTH-SCIENCE REVIEWS

A comparative study for landslide susceptibility mapping using GIS-based multi-criteria decision analysis (MCDA), logistic regression (LR) and association rule mining (ARM)

(2016) Arzu Erener et al.   ENGINEERING GEOLOGY

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

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

The Varnes classification of landslide types, an update

(2013) Oldrich Hungr et al.   Landslides

Composite risk assessment of typhoon-induced disaster for China’s coastal area

(2013) Jie Yin et al.   NATURAL HAZARDS

The 2010 Yushu earthquake triggered landslide hazard mapping using GIS and weight of evidence modeling

(2012) Chong Xu et al.   Environmental Earth Sciences

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

Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy

(2012) Cristiano Ballabio et al.   Mathematical Geosciences

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

Two-round contributory group key exchange protocol for wireless network environments

(2011) Tsu-Yang Wu et al.   EURASIP Journal on Wireless Communications and Networking

A comparison of landslide susceptibility maps produced by logistic regression, multi-criteria decision, and likelihood ratio methods: a case study at İzmir, Turkey

(2011) Aykut Akgun   Landslides

Comparison of two landslide susceptibility assessments in the Champagne–Ardenne region (France)

(2009) M. Van Den Eeckhaut et al.   GEOMORPHOLOGY

Susceptibility analysis of shallow landslides source areas using physically based models

(2009) Giuseppe Sorbino et al.   NATURAL HAZARDS

A global landslide catalog for hazard applications: method, results, and limitations

(2009) Dalia Bach Kirschbaum et al.   NATURAL HAZARDS

Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview

(2008) Cees J. van Westen et al.   ENGINEERING GEOLOGY