Ensemble learning framework for landslide susceptibility mapping: Different basic classifier and ensemble strategy

Taorui Zeng, Liyang Wu, Dario Peduto, +3

Geoscience Frontiers

EngineeringMachine LearningGeomorphologyLandslide Susceptibility MappingEnsemble Strategy +17

Assessing the imperative of conditioning factor grading in machine learning-based landslide susceptibility modeling: A critical inquiry

Taorui Zeng, Bijing Jin, Thomas Glade, +4

CATENA

ReliabilityRock SlideEngineeringRock SlopeData Science +9

Advanced integration of ensemble learning and MT-InSAR for enhanced slow-moving landslide susceptibility zoning

Taorui Zeng, Liyang Wu, Yuichi S. Hayakawa, +5

Engineering Geology

GeophysicsRock SlideEngineeringEnsemble LearningRock Slope +7

Tempo-Spatial Landslide Susceptibility Assessment from the Perspective of Human Engineering Activity

Taorui Zeng, Zizheng Guo, Linfeng Wang, +3

Remote Sensing

Rock SlideHuman Engineering ActivityEngineeringRock SlopeGeomorphology +23

Hazard assessment for regional typhoon-triggered landslides by using physically-based model – a case study from southeastern China

Zizheng Guo, Bixia Tian, Jun He, +3

Georisk Assessment and Management of Risk for Engineered Systems and Geohazards

Rock SlideEngineeringRock SlopeGeomorphologyEarthquake Hazards +16

Landslide displacement prediction based on Variational mode decomposition and MIC-GWO-LSTM model

Taorui Zeng, Jiang Hong-wei, Qingli Liu, +1

Stochastic Environmental Research and Risk Assessment

Geotechnical EngineeringRock SlideEarthquake EngineeringMic-gwo-lstm ModelEngineering +11

Deep learning powered long-term warning systems for reservoir landslides

Taorui Zeng, Thomas Glade, Yangyi Xie, +2

International Journal of Disaster Risk Reduction

Rock SlideEngineeringMachine LearningData ScienceSubmarine Landslide +3

Groundwater level prediction based on a combined intelligence method for the Sifangbei landslide in the Three Gorges Reservoir Area

Taorui Zeng, Kunlong Yin, Jiang Hong-wei, +3

Scientific Reports

Landslide susceptibility mapping in the Loess Plateau of northwest China using three data-driven techniques-a case study from middle Yellow River catchment

Zizheng Guo, Bixia Tian, Guangming Li, +4

Frontiers in Earth Science

Rock SlideEnvironmental MonitoringEngineeringRock SlopeGeomorphology +16

Quantitative risk assessment of the Shilongmen reservoir landslide in the Three Gorges area of China

Taorui Zeng, Kunlong Yin, Lei Gui, +4

Bulletin of Engineering Geology and the Environment

Rock SlideQuantitative Risk AssessmentEngineeringRock SlopeGeomorphology +11