Climate informed flood frequency analysis and prediction in Montana using hierarchical Bayesian modeling

Hyun-Han Kwon; Casey Brown; Upmanu Lall

doi:10.1029/2007gl032220

Climate informed flood frequency analysis and prediction in Montana using hierarchical Bayesian modeling

Geophysical Research Letters ◽

10.1029/2007gl032220 ◽

2008 ◽

Vol 35 (5) ◽

Cited By ~ 81

Author(s):

Hyun-Han Kwon ◽

Casey Brown ◽

Upmanu Lall

Keyword(s):

Frequency Analysis ◽

Bayesian Modeling ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Hierarchical Bayesian ◽

Hierarchical Bayesian Modeling

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Hierarchical Bayesian clustering for nonstationary flood frequency analysis: Application to trends of annual maximum flow in Germany

Water Resources Research ◽

10.1002/2015wr017117 ◽

2015 ◽

Vol 51 (8) ◽

pp. 6586-6601 ◽

Cited By ~ 29

Author(s):

Xun Sun ◽

Upmanu Lall ◽

Bruno Merz ◽

Nguyen Viet Dung

Keyword(s):

Frequency Analysis ◽

Maximum Flow ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Bayesian Clustering ◽

Hierarchical Bayesian ◽

Annual Maximum ◽

Analysis Application

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Local and regional flood frequency analysis based on hierarchical Bayesian model in Dongting Lake Basin, China

Water Science and Engineering ◽

10.1016/j.wse.2019.12.001 ◽

2019 ◽

Vol 12 (4) ◽

pp. 253-262

Author(s):

Yun-biao Wu ◽

Lian-qing Xue ◽

Yuan-hong Liu

Keyword(s):

Frequency Analysis ◽

Bayesian Model ◽

Dongting Lake ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Lake Basin ◽

Hierarchical Bayesian ◽

Hierarchical Bayesian Model ◽

Regional Flood Frequency Analysis ◽

Regional Flood Frequency

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Bayesian Modeling of Flood Frequency Analysis in Bangladesh Using Hamiltonian Monte Carlo Techniques

Water ◽

10.3390/w10070900 ◽

2018 ◽

Vol 10 (7) ◽

pp. 900 ◽

Cited By ~ 1

Author(s):

Md Alam ◽

Craig Farnham ◽

Kazuo Emura

Keyword(s):

Monte Carlo ◽

Frequency Analysis ◽

Bayesian Modeling ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Hamiltonian Monte Carlo ◽

Monte Carlo Techniques

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Estimating design floods for ungauged basins in the geum-river basin through regional flood frequency analysis using L-moments method

Journal of Korea Water Resources Association ◽

10.3741/jkwra.2016.49.8.645 ◽

2016 ◽

Vol 49 (8) ◽

pp. 645-656

Author(s):

Jin-Young Lee ◽

Dong-Hyeok Park ◽

Ji-Yae Shin ◽

Tae-Woong Kim

Keyword(s):

River Basin ◽

Frequency Analysis ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Ungauged Basins ◽

Regional Flood Frequency Analysis ◽

Moments Method ◽

L Moments ◽

Design Floods ◽

Regional Flood Frequency

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Regional frequency analysis using spatial data extension method : I. An empirical investigation of regional flood frequency analysis

Journal of Korea Water Resources Association ◽

10.3741/jkwra.2016.49.5.439 ◽

2016 ◽

Vol 49 (5) ◽

pp. 439-450 ◽

Cited By ~ 3

Author(s):

Nam Won Kim ◽

Jeong Eun Lee ◽

Jeongwoo Lee ◽

Yong Jung

Keyword(s):

Frequency Analysis ◽

Spatial Data ◽

Empirical Investigation ◽

Flood Frequency ◽

Regional Frequency Analysis ◽

Flood Frequency Analysis ◽

Extension Method ◽

Regional Flood Frequency Analysis ◽

Regional Flood Frequency ◽

Regional Frequency

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Flood Frequency Analysis Considering Probability Distribution and Return Period under Non-stationary Condition

Journal of Korea Water Resources Association ◽

10.3741/jkwra.2015.48.7.567 ◽

2015 ◽

Vol 48 (7) ◽

pp. 567-579 ◽

Cited By ~ 2

Author(s):

Sang Ug Kim ◽

◽

Yeong Seob Lee

Keyword(s):

Probability Distribution ◽

Frequency Analysis ◽

Return Period ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Stationary Condition

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Bayesian regional flood frequency analysis with GEV hierarchical models under spatial dependency structures

Hydrological Sciences Journal ◽

10.1080/02626667.2021.1873997 ◽

2021 ◽

pp. 1-12

Author(s):

Júlio Sampaio ◽

Veber Costa

Keyword(s):

Frequency Analysis ◽

Hierarchical Models ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Spatial Dependency ◽

Regional Flood Frequency Analysis ◽

Dependency Structures ◽

Regional Flood Frequency

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Spatiotemporal Prediction Using Hierarchical Bayesian Modeling

2020 International Conference on Communications, Signal Processing, and their Applications (ICCSPA) ◽

10.1109/iccspa49915.2021.9385767 ◽

2021 ◽

Author(s):

Taghreed Alghamdi ◽

Khalid Elgazzar ◽

Taysseer Sharaf

Keyword(s):

Bayesian Modeling ◽

Hierarchical Bayesian ◽

Hierarchical Bayesian Modeling

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Flood frequency analysis of Manas River Basin in China under non‐stationary condition

Journal of Flood Risk Management ◽

10.1111/jfr3.12745 ◽

2021 ◽

Author(s):

Chaofei He ◽

Fulong Chen ◽

Yixuan Wang ◽

Aihua Long ◽

Xinlin He

Keyword(s):

River Basin ◽

Frequency Analysis ◽

Flood Frequency ◽

Flood Frequency Analysis ◽

Stationary Condition ◽

Manas River Basin

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A Comparative Study of Stochastic and Conventional Deterministic Flood Frequency Analysis for Extreme Events in Thailand

World Environmental and Water Resources Congress 2015 ◽

10.1061/9780784479162.087 ◽

2015 ◽

Author(s):

Apiwit Jomvoravong ◽

Aksara Putthividhya ◽

Ekvichit Vechpanich

Keyword(s):

Comparative Study ◽

Frequency Analysis ◽

Extreme Events ◽

Flood Frequency ◽

Flood Frequency Analysis

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