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Continental Scale Regional Flood Frequency Analysis: Combining Enhanced Datasets and a Bayesian Framework

Flood frequency analysis at large scales, essential for the development of flood risk maps, is hindered by the scarcity of gauge flow data. Suitable methods are thus required to predict flooding in ungauged basins, a notoriously complex problem in hydrology. We develop a Bayesian hierarchical model...

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Principais autores: Duy Anh Alexandre, Chiranjib Chaudhuri, Jasmin Gill-Fortin
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-08-01
Serier:Hydrology
Fag:
flood frequency analysis
uncertainty
design flood
statistical analysis
Bayesian hierarchical model
extreme value theory
Online adgang:https://www.mdpi.com/2306-5338/11/8/119
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