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Open access Jul 2026

Evaluation of AI-based seasonal weather ensembles as input for fluvial flood risk estimation: a case study over the Elbe basin

Abstract. A key challenge in flood risk analysis is the construction of hazard events that are physically plausible yet extend beyond historical observations with appropriate frequency and spatial coherence. This is commonly addressed through large simulations of synthetic weather scenarios that sample low-likelihood,...

J. Ashcroft, Alison Poulston, Marius K. Koch et al. · 0 citations

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