Bayesian regional flood frequency analysis with GEV hierarchical models under spatial dependency structures
Author:
Affiliation:
1. Department of Hydraulics and Water Resources Engineering, Federal University of Minas Gerais, Belo Horizonte, Brazil
Funder
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Publisher
Informa UK Limited
Subject
Water Science and Technology
Link
https://www.tandfonline.com/doi/pdf/10.1080/02626667.2021.1873997
Reference63 articles.
1. Simultaneous Regionalization of Gauged and Ungauged Watersheds Using a Missing Data Clustering Method
2. Regional flood frequency analysis using spatial proximity and basin characteristics: Quantile regression vs. parameter regression technique
3. A hierarchical Bayesian model for regionalized seasonal forecasts: Application to low flows in the northeastern United States
4. Hierarchical Bayesian Model for Streamflow Estimation at Ungauged Sites via Spatial Scaling in the Great Lakes Basin
5. Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods
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