Jiahan Li

Uncertainty Reduction in Flood Susceptibility Mapping: Integrating Information Value Model and Machine Learning in the Yellow River Basin

Flood susceptibility mapping in the Yellow River Basin remains challenging due to uncertainties in sample selection and model generalization. This study develops a novel two-step coupling framework that integrates an information value (IV) model with machine learning (ML) to improve reliability. The IV model first iden...