Determination and application of the weights for landslide susceptibility mapping using an artificial neural network

Saro Lee, Joo-Hyung Ryu, Joong‐Sun Won, +1

Engineering Geology

Geotechnical EngineeringRock SlideEarthquake EngineeringEngineeringLandslide Susceptibility +8

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping

Omar F. Althuwaynee, Biswajeet Pradhan, Hyuck‐Jin Park, +1

CATENA

Probabilistic ForecastingEngineeringData ScienceUncertainty QuantificationGeography +7

A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping

Omar F. Althuwaynee, Biswajeet Pradhan, Hyuck‐Jin Park, +1

Landslides

Rock SlideData ScienceGeographyLandslide Susceptibility MappingDisaster Detection

Assessment of rainfall-induced shallow landslide susceptibility using a GIS-based probabilistic approach

Hyuck‐Jin Park, Jung‐Hyun Lee, Ik Woo

Engineering Geology

HydrogeologyRock SlideEngineeringRock SlopeGeomorphology +8

Probabilistic analysis of rock slope stability and random properties of discontinuity parameters, Interstate Highway 40, Western North Carolina, USA

Hyuck‐Jin Park, Terry R. West, Ik Woo

Engineering Geology

Geotechnical EngineeringInterstate Highway 40EngineeringSlope StabilityRock Slope +8

A novel method using explainable artificial intelligence (XAI)-based Shapley Additive Explanations for spatial landslide prediction using Time-Series SAR dataset

Husam Al-Najjar, Biswajeet Pradhan, Ghassan Beydoun, +3

Gondwana Research

Artificial IntelligenceEngineeringMachine LearningData ScienceSynthetic Aperture Radar +11

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

Jung‐Hyun Lee, Maher Ibrahim Sameen, Biswajeet Pradhan, +1

Geomorphology

Rock SlideEngineeringStatistical MethodsData ScienceGeomorphology +9

Application of fuzzy set theory to evaluate the probability of failure in rock slopes

Hyuck‐Jin Park, Jeongi-Gi Um, Ik Woo, +1

Engineering Geology

Geotechnical EngineeringFuzzy Set TheoryRock TestingEarthquake EngineeringEngineering +11

Assessment of land cover and land use change impact on soil loss in a tropical catchment by using multitemporal <scp>SPOT</scp>‐5 satellite images and <scp>R</scp>evised <scp>U</scp>niversal Soil <scp>L</scp>oss <scp>E</scp>quation model

Haleh Nampak, Biswajeet Pradhan, Hossein Mojaddadi Rizeei, +1

Land Degradation and Development

Environmental MonitoringEngineeringGeomorphologyLand UseLand Cover +21

A new application of deep neural network (LSTM) and RUSLE models in soil erosion prediction

Sumudu Senanayake, Biswajeet Pradhan, Abdullah Alamri, +1

The Science of The Total Environment

Soil ErosionDeep Neural NetworksEngineeringMachine LearningErosion Prediction +9