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A novel method for predicting debris flow hazard: a multi-strategy fusion approach based on the light gradient boosting machine framework

Tianlong Wang, Qi Ge, Tianxing Ma, Hao Chen, Rui Luo, Xu Wang, Keying Zhang, Zhaowei Chu, Xiaohui Ni, Hongyue Sun

2025Stochastic Environmental Research and Risk Assessment11 citationsDOI

Topics & Concepts

Boosting (machine learning)Gradient boostingComputational intelligenceComputer scienceHazardArtificial intelligenceDebris flowMachine learningDebrisMeteorologyGeographyRandom forestChemistryOrganic chemistryLandslides and related hazardsAnomaly Detection Techniques and ApplicationsDam Engineering and Safety
A novel method for predicting debris flow hazard: a multi-strategy fusion approach based on the light gradient boosting machine framework | Litcius