Investigation of the effects of approaches used in the production of training and validation data sets on the accuracy of landslide susceptibility mapping models: Samsun (Turkey) example

Spatial distribution, controlling factors and failure mechanisms of the large-scale landslides in the urban area of Azazga city (northern Algeria)

(2021) Hamid Bourenane et al.   Environmental Earth Sciences

GIS-based landslide susceptibility mapping using heuristic and bivariate statistical methods for Iva Valley and environs Southeast Nigeria

(2020) O. H. Ozioko et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Optimizing the frequency ratio method for landslide susceptibility assessment: A case study of the Caiyuan Basin in the southeast mountainous area of China

(2020) Yi-xing Zhang et al.   Journal of Mountain Science

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

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

(2020) Dong Van Dao et al.   CATENA

Optimization of Computational Intelligence Models for Landslide Susceptibility Evaluation

(2020) Xia Zhao et al.   Remote Sensing

Site selection by using the multi-criteria technique—a case study of Bafra, Turkey

(2020) Cem Kilicoglu et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Multi-Hazard Exposure Mapping Using Machine Learning for the State of Salzburg, Austria

(2020) Thimmaiah Gudiyangada Nachappa et al.   Remote Sensing

Random Forest-Based Landslide Susceptibility Mapping in Coastal Regions of Artvin, Turkey

(2020) Halil Akinci et al.   ISPRS International Journal of Geo-Information

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

(2020) Xi Chen et al.   CATENA

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

(2019) Jie Dou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimization of causative factors using logistic regression and artificial neural network models for landslide susceptibility assessment in Ujung Loe Watershed, South Sulawesi Indonesia

(2019) Andang Suryana Soma et al.   Journal of Mountain Science

GIS-based logistic regression for rainfall-induced landslide susceptibility mapping under different grid sizes in Yueqing, Southeastern China

(2019) Yu Zhao et al.   ENGINEERING GEOLOGY

Landslide Susceptibility Mapping Based on Random Forest and Boosted Regression Tree Models, and a Comparison of Their Performance

(2019) Soyoung Park et al.   Applied Sciences-Basel

Active tectonics of offshore Cide–Sinop (southern Black Sea shelf): from seismic and multibeam bathymetry data

(2019) Yeliz İşcan et al.   GEO-MARINE LETTERS

Performance Analysis of Advanced Decision Tree-Based Ensemble Learning Algorithms for Landslide Susceptibility Mapping

(2019) Emrehan Kutlug Sahin et al.   Geocarto International

Landslide Susceptibility Mapping Using GIS-Based Data Mining Algorithms

(2019) Vali Vakhshoori et al.   Water

GIS-based landslide susceptibility mapping for a part of the North Anatolian Fault Zone between Reşadiye and Koyulhisar (Turkey)

(2019) Gökhan Demir   CATENA

Machine learning and fractal theory models for landslide susceptibility mapping: Case study from the Jinsha River Basin

(2019) Qiao Hu et al.   GEOMORPHOLOGY

Landslide susceptibility and influencing factors analysis in Rwanda

(2019) Richard Mind’je et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping

(2019) Yanli Wu et al.   CATENA

GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method

(2018) Wei Chen et al.   CATENA

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi 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 review of statistically-based landslide susceptibility models

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

Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China

(2018) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparison of the presence-only method and presence-absence method in landslide susceptibility mapping

(2018) A-Xing Zhu et al.   CATENA

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

(2018) Wei Chen et al.   CATENA

Multi-Temporal Loess Landslide Inventory Mapping with C-, X- and L-Band SAR Datasets—A Case Study of Heifangtai Loess Landslides, China

(2018) Xiaojie Liu et al.   Remote Sensing

Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China)

(2018) Yingxu Song et al.   ISPRS International Journal of Geo-Information

A novel hybrid approach for landslide susceptibility mapping integrating analytical hierarchy process and normalized frequency ratio methods with the cloud model

(2018) Fei Yan et al.   GEOMORPHOLOGY

Innovative landslide susceptibility mapping supported by geomorphon and geographical detector methods

(2017) Wei Luo et al.   Landslides

Active fault database of Turkey

(2016) Ömer Emre et al.   Bulletin of Earthquake Engineering

GIS-based landslide susceptibility analysis using frequency ratio and evidential belief function models

(2016) Ziwen Zhang et al.   Environmental Earth Sciences

Application of frequency ratio, weights of evidence and evidential belief function models in landslide susceptibility mapping

(2016) Qingfeng Ding et al.   Geocarto International

Modification of seed cell sampling strategy for landslide susceptibility mapping: an application from the Eastern part of the Gallipoli Peninsula (Canakkale, Turkey)

(2015) Gulseren Dagdelenler et al.   Bulletin of Engineering Geology and the Environment

Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map

(2015) Ioanna Ilia et al.   Landslides

Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya

(2013) Amar Deep Regmi et al.   Arabian Journal of Geosciences

GIS-based landslide susceptibility mapping with probabilistic likelihood ratio and spatial multi-criteria evaluation models (North of Tehran, Iran)

(2013) H. R. Pourghasemi et al.   Arabian Journal of Geosciences

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

(2013) Taskin Kavzoglu et al.   Landslides

Application of an evidential belief function model in landslide susceptibility mapping

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

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm

(2011) A. Akgun et al.   COMPUTERS & GEOSCIENCES

Application of logistic regression and fuzzy operators to landslide susceptibility assessment in Azdavay (Kastamonu, Turkey)

(2011) M. Ercanoglu et al.   Environmental Earth Sciences

A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses

(2009) A. Nandi et al.   ENGINEERING GEOLOGY

Landslide susceptibility assessment in the İzmir (West Anatolia, Turkey) city center and its near vicinity by the logistic regression method

(2009) Cem Kıncal et al.   Environmental Earth Sciences

Weight of evidence and artificial neural networks for potential groundwater spring mapping: an application to the Mt. Modino area (Northern Apennines, Italy)

(2009) Alessandro Corsini et al.   GEOMORPHOLOGY

Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan

(2009) Hitoshi Saito et al.   GEOMORPHOLOGY

A statistical assessment on international landslide literature (1945–2008)

(2009) Candan Gokceoglu et al.   Landslides

Landslide susceptibility mapping using frequency ratio, logistic regression, artificial neural networks and their comparison: A case study from Kat landslides (Tokat—Turkey)

(2008) Işık Yilmaz   COMPUTERS & GEOSCIENCES

GIS-based landslide susceptibility mapping models applied to natural and urban planning in Trikala, Central Greece

(2008) G. D. Bathrellos et al.   ESTUDIOS GEOLOGICOS-MADRID

GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): Comparisons of results and confirmations

(2007) Ali Yalcin   CATENA