Author

Leyla Fazylova

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Open access Sep 2026

A Hybrid Ensemble for Early Flood Risk Forecasting Using Multimodal Spatiotemporal Data

This study presents a leakage-proof hybrid machine learning framework for early flood risk forecasting using multimodal spatiotemporal tabular data. An event-based dataset covering Kazakhstan from 2001 to 2021 was created by integrating topographic characteristics, hydrometeorological variables, long-term surface water...

A. Slanbekova, M. Akhmetzhanov, Leyla Fazylova et al. · Computers · 0 citations