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J-GLOBAL ID：201902246950971897   Reference number：19A1105681

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

Hamiltonニアンモンテカルロ法を用いたバングラデシュにおける洪水頻度解析のBayesモデリング【JST・京大機械翻訳】

Author (3)： Alam Md Ashraful (Department of Housing and Environmental Design, Graduate School of Human Life Science, Osaka City University, Osaka 558-8585, Japan) ,  Farnham Craig (Department of Housing and Environmental Design, Graduate School of Human Life Science, Osaka City University, Osaka 558-8585, Japan) ,  Emura Kazuo (Department of Housing and Environmental Design, Graduate School of Human Life Science, Osaka City University, Osaka 558-8585, Japan)
Material： Water (Web)
Volume： 10  Issue： 7  Page： 900  Publication year： 2018 
JST Material Number： U7295A  ISSN： 2073-4441  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： In recent years, several Bayes...

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Thesaurus term： Hamiltonian ,  confidence interval ,  extreme value analysis ,  algorithm ,  watershed ,  *Monte Carlo Method ,  drainage basin ,  *People's Republic of Bangladesh ,  flow rate ,  *flood ,  Markov chain ,  river ,  *modeling
Semi thesaurus term： 洪水リスク ,  MCMC , 【Automatic Indexing@JST】

Author keywords (5)： Bayesian MCMC ,  Hamiltonian Monte Carlo ,  generalized extreme value (GEV) ,  flood frequency analysis ,  GBM basin

JST classification (1)： Hydrology in general  (DC07010R)

Reference (58)：

• MacDonald, A.; Scarrott, C.J.; Lee, D.; Darlow, B.; Reale, M.; Russell, G. A flexible extreme value mixture model. Comput. Stat. Data Anal. 2011, 55, 2137-2157.
• Smith, R.L. Extreme value analysis of environmental time series: An application to trend detection in ground-level ozone. Stat. Sci. 1989, 4, 367-377.
• Castillo, E.; Hadi, A.S.; Balakrishnan, N.; Sarabia, J.-M. Extreme Value and Related Models with Applications in Engineering and Science; John Wiley & Sons: New York, NY, USA, 2004; pp. 3-18.
• Longin, F. Extreme Events in Finance: A Handbook of Extreme Value Theory and Its Applications, 1st ed.; John Wiley & Sons: Hoboken, NJ, USA, 2016; ISBN 1-118-65019-0.
• Alam, M.A.; Emura, K.; Farnham, C.; Yuan, J. Best-Fit Probability Distributions and Return Periods for Maximum Monthly Rainfall in Bangladesh. Climate 2018, 6, 9.

Terms in the title (3)： バングラデシュ ,  洪水頻度解析 ,  モデリング