The performance quality of LR, SVM, and RF for earthquake-induced landslides susceptibility mapping incorporating remote sensing imagery

A new algorithm for landslide geometric and deformation analysis supported by digital elevation models

(2020) Saied Pirasteh et al.   Earth Science Informatics

Optimizing the Predictive Ability of Machine Learning Methods for Landslide Susceptibility Mapping Using SMOTE for Lishui City in Zhejiang Province, China

(2019) Yumiao Wang et al.   International Journal of Environmental Research and Public Health

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

(2019) Wei Chen et al.   Geocarto International

Integrated rockfall hazard and risk assessment along highways: An example for Jiuzhaigou area after the 2017 Ms 7.0 Jiuzhaigou earthquake, China

(2019) Xiao-ning Li et al.   Journal of Mountain Science

Improving GIS-based Landslide Susceptibility Assessments with Multi-temporal Remote Sensing and Machine Learning

(2019) Lai et al.   SENSORS

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains

(2019) Chengming Ye et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A review of statistically-based landslide susceptibility models

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

Earthquake-triggered landslides affecting a UNESCO Natural Site: the 2017 Jiuzhaigou Earthquake in the World National Park, China

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

Sensitivity analysis of automatic landslide mapping: numerical experiments towards the best solution

(2018) Kamila Pawluszek et al.   Landslides

Source Fault and Slip Distribution of the 2017 Mw 6.5 Jiuzhaigou, China, Earthquake and Its Tectonic Implications

(2018) Yingfeng Zhang et al.   SEISMOLOGICAL RESEARCH LETTERS

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

How can statistical and artificial intelligence approaches predict piping erosion susceptibility?

(2018) Mohsen Hosseinalizadeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparative analysis of statistical methods for landslide susceptibility mapping in the Bostanlik District, Uzbekistan

(2018) Mukhiddin Juliev et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

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

(2018) Juan Cao et al.   CATENA

Climate change risks, extinction debt, and conservation implications for a threatened freshwater fish: Carmine shiner ( Notropis percobromus )

(2017) Shubha N. Pandit et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran

(2016) Hamid Reza Pourghasemi et al.   Environmental Earth Sciences

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

Regional alcohol consumption and alcohol-related mortality in Great Britain: novel insights using retail sales data

(2015) Mark Robinson et al.   BMC PUBLIC HEALTH

Stability assessment of high-steep cut slope debris on a landslide (Gumushane, NE Turkey)

(2015) Ayberk Kaya et al.   Bulletin of Engineering Geology and the Environment

Comparison of Logistic Regression and Random Forests techniques for shallow landslide susceptibility assessment in Giampilieri (NE Sicily, Italy)

(2015) Alessandro Trigila et al.   GEOMORPHOLOGY

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

Evaluation of seismic hazard and potential of earthquake-induced landslides of the Nilgiris, India

(2015) S. Elayaraja et al.   NATURAL HAZARDS

Landslide susceptibility modelling applying user-defined weighting and data-driven statistical techniques in Cox’s Bazar Municipality, Bangladesh

(2015) Bayes Ahmed   NATURAL HAZARDS

GIS-based landslide susceptibility zonation using bivariate statistical and expert approaches in the city of Constantine (Northeast Algeria)

(2014) Hamid Bourenane et al.   Bulletin of Engineering Geology and the Environment

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

Landslides triggered by slipping-fault-generated earthquake on a plateau: an example of the 14 April 2010, Ms 7.1, Yushu, China earthquake

(2012) Chong Xu et al.   Landslides

Landslide susceptibility assessment: what are the effects of mapping unit and mapping method?

(2011) A. Erener et al.   Environmental Earth Sciences

A recent scenario of mass wasting and its impact on the transportation in Alborz Mountains, Iran using geo-information technology

(2010) Alireza Farrokhnia et al.   Arabian Journal of Geosciences

A spatial decision support system for extracting the core factors and thresholds for landslide susceptibility map

(2009) Shiuan Wan   ENGINEERING GEOLOGY

Development of shallow seismic landslide potential map based on Newmark’s displacement: the case study of Chi-Chi earthquake, Taiwan

(2009) Kuo-Lung Wang et al.   Environmental Earth Sciences

Relief degree of land surface and its influence on population distribution in China

(2008) Zhiming Feng et al.   Journal of Geographical Sciences