Bivariate flood frequency analysis using gumbel copula

A copula based methodology is presented in this study for bivariate flood frequency analysis over a station over a Kelantan river basin located in Northeast Malaysia. The joint dependence structures of three flood characteristics, namely, peak flow, flood volume and flood duration were modelled usin...

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Main Authors: Ismail, Tarmizi, Ahmed, Kamal, Alamgir, Mahiuddin, Kakar, Mohammad Noor, Fadzil, Abu Bakar
Format: Article
Published: Penerbit UTM Press 2018
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Online Access:http://eprints.utm.my/id/eprint/81993/
http://dx.doi.org/10.11113/mjce.v30n2.474
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spelling my.utm.819932019-10-10T03:16:43Z http://eprints.utm.my/id/eprint/81993/ Bivariate flood frequency analysis using gumbel copula Ismail, Tarmizi Ahmed, Kamal Alamgir, Mahiuddin Kakar, Mohammad Noor Fadzil, Abu Bakar TA Engineering (General). Civil engineering (General) A copula based methodology is presented in this study for bivariate flood frequency analysis over a station over a Kelantan river basin located in Northeast Malaysia. The joint dependence structures of three flood characteristics, namely, peak flow, flood volume and flood duration were modelled using Gumble Copula. Various univariate distribution functions of flood variables were fitted with observed flood variables to find the best distributions (eg. generalized pareto, log-normal, exponential, gamma distribution, weibull, gumbel, cauchy). The results of study revealed that different variable fits with different distributions and the correlation analysis among variables showed a strong association. Cumulative joint distribution functions (CDF) of peakflow and volume, peakflow and duration and volume and duration revealed that return period of joint return periods are much higher. Penerbit UTM Press 2018 Article PeerReviewed Ismail, Tarmizi and Ahmed, Kamal and Alamgir, Mahiuddin and Kakar, Mohammad Noor and Fadzil, Abu Bakar (2018) Bivariate flood frequency analysis using gumbel copula. Malaysian Journal Of Civil Engineering, 30 (2). pp. 193-201. ISSN 1823-7843 http://dx.doi.org/10.11113/mjce.v30n2.474 DOI:10.11113/mjce.v30n2.474
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Ismail, Tarmizi
Ahmed, Kamal
Alamgir, Mahiuddin
Kakar, Mohammad Noor
Fadzil, Abu Bakar
Bivariate flood frequency analysis using gumbel copula
description A copula based methodology is presented in this study for bivariate flood frequency analysis over a station over a Kelantan river basin located in Northeast Malaysia. The joint dependence structures of three flood characteristics, namely, peak flow, flood volume and flood duration were modelled using Gumble Copula. Various univariate distribution functions of flood variables were fitted with observed flood variables to find the best distributions (eg. generalized pareto, log-normal, exponential, gamma distribution, weibull, gumbel, cauchy). The results of study revealed that different variable fits with different distributions and the correlation analysis among variables showed a strong association. Cumulative joint distribution functions (CDF) of peakflow and volume, peakflow and duration and volume and duration revealed that return period of joint return periods are much higher.
format Article
author Ismail, Tarmizi
Ahmed, Kamal
Alamgir, Mahiuddin
Kakar, Mohammad Noor
Fadzil, Abu Bakar
author_facet Ismail, Tarmizi
Ahmed, Kamal
Alamgir, Mahiuddin
Kakar, Mohammad Noor
Fadzil, Abu Bakar
author_sort Ismail, Tarmizi
title Bivariate flood frequency analysis using gumbel copula
title_short Bivariate flood frequency analysis using gumbel copula
title_full Bivariate flood frequency analysis using gumbel copula
title_fullStr Bivariate flood frequency analysis using gumbel copula
title_full_unstemmed Bivariate flood frequency analysis using gumbel copula
title_sort bivariate flood frequency analysis using gumbel copula
publisher Penerbit UTM Press
publishDate 2018
url http://eprints.utm.my/id/eprint/81993/
http://dx.doi.org/10.11113/mjce.v30n2.474
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score 13.160551