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M. Akhmetzhanov

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Open access Sep 2026

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

The study highlights that carefully designed hybrid machine learning architectures, combined with leakage-safe evaluation protocols, provide a robust foundation for multimodal environmental forecasting and decision support applications.

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

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