Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | por eng |
Título da fonte: | Sistemas & Gestão |
Texto Completo: | https://www.revistasg.uff.br/sg/article/view/1703 |
Resumo: | The Southwest Atlantic region hosts the two main oil basins in Brazil: Campos Basin and Santos Basin. In these regions, the study of extreme events and the estimation of return level are crucial issues to ensure the structural safety of ships, offshore platforms and coastal constructions. The knowledge of the wave and wind regime of a region is indispensable because from this analysis it is possible to estimate the energy load that a structure may be subjected to during its lifetime. In this context, the present work aims to estimate the 100-year return level of the variables: significant wave height (Hs), wind speed and gust at 10 m for each direction in the two main oil basins in Brazil. For this, data from ECMWF's ERA5 Reanalysis over the period 1979-2019 and the Peaks Over Threshold (POT) statistical model were used, using the Maximum Likelihood estimator. The results show that the SE, S and NW directions returned the highest return level values for wind speed. According to the analysis of the gusts results, the largest values were between 20 m/s and 30 m/s and considering the highest confidence interval, the values reached 38.64 m/s for the S direction. In the results of the return level estimates for Hs, it was found that the largest swells were from SW. With this, it is concluded that: although in situ observed data are preferable when conducting a study of extremes, reanalysis is a great alternative for limited locations of collected data. Another finding was that the POT Model is an excellent tool for the study of extremes, as it is improved and can select a more consistent and larger number of values than previously used models. |
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Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico SudoesteThe Southwest Atlantic region hosts the two main oil basins in Brazil: Campos Basin and Santos Basin. In these regions, the study of extreme events and the estimation of return level are crucial issues to ensure the structural safety of ships, offshore platforms and coastal constructions. The knowledge of the wave and wind regime of a region is indispensable because from this analysis it is possible to estimate the energy load that a structure may be subjected to during its lifetime. In this context, the present work aims to estimate the 100-year return level of the variables: significant wave height (Hs), wind speed and gust at 10 m for each direction in the two main oil basins in Brazil. For this, data from ECMWF's ERA5 Reanalysis over the period 1979-2019 and the Peaks Over Threshold (POT) statistical model were used, using the Maximum Likelihood estimator. The results show that the SE, S and NW directions returned the highest return level values for wind speed. According to the analysis of the gusts results, the largest values were between 20 m/s and 30 m/s and considering the highest confidence interval, the values reached 38.64 m/s for the S direction. In the results of the return level estimates for Hs, it was found that the largest swells were from SW. With this, it is concluded that: although in situ observed data are preferable when conducting a study of extremes, reanalysis is a great alternative for limited locations of collected data. Another finding was that the POT Model is an excellent tool for the study of extremes, as it is improved and can select a more consistent and larger number of values than previously used models.A região do Atlântico Sudoeste abriga as duas principais bacias petrolíferas do Brasil: a Bacia de Campos e a Bacia de Santos. Nestas regiões, o estudo dos eventos extremos e a estimativa de nível de retorno são uma questão crucial para garantir a segurança estrutural de navios, plataformas offshore e construções costeiras. O conhecimento do regime de ondas e vento de uma região é indispensável, pois a partir dessa análise é possível estimar a carga energética que uma estrutura pode ser submetida durante sua vida útil. Neste contexto, o presente trabalho tem como objetivo estimar o nível de retorno de 100 anos das variáveis: altura significativa das ondas (Hs), velocidade e rajada do vento à 10 m para cada direção nas duas principais bacias petrolíferas do Brasil. Para isso foram utilizados os dados da Reanálise ERA5 do ECMWF durante o período de 1979-2019 e o modelo estatístico Peaks Over Threshold (POT), utilizando o estimador de Máxima Verossimilhança. Os resultados demonstram que as direções SE, S e NW retornaram os maiores valores de nível de retorno para velocidade do vento. Analisando o resultado das rajadas os maiores valores ficaram entre 20 m/s e 30 m/s, considerando o intervalo de confiança mais alto, os valores chegaram a 38,64 m/s para a direção S. Nos resultados das estimativas de nível de retorno para Hs constatou-se que as maiores ondulações foram de SW. Com isso conclui-se apesar dos dados observados in situ serem preferíveis ao se realizar um estudo de extremos, a reanálise é uma ótima alternativa para locais limitados de dados coletados. Uma outra constatação foi de que o Modelo POT é uma excelente ferramenta para o estudo de extremos, por ser aprimorado e conseguir selecionar um número mais consistente e maior de valores, em relação a modelos utilizados anteriormente.ABEC2021-05-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfapplication/epub+ziptext/htmlapplication/pdfapplication/epub+ziphttps://www.revistasg.uff.br/sg/article/view/170310.20985/1980-5160.2021.v16n1.1703Sistemas & Gestão; v. 16 n. 1 (2021): ABRIL 2021; 84-1001980-516010.20985/1980-5160.2021.v16n1reponame:Sistemas & Gestãoinstname:Universidade Federal Fluminense (UFF)instacron:UFFporenghttps://www.revistasg.uff.br/sg/article/view/1703/1427https://www.revistasg.uff.br/sg/article/view/1703/1371https://www.revistasg.uff.br/sg/article/view/1703/1428https://www.revistasg.uff.br/sg/article/view/1703/1429https://www.revistasg.uff.br/sg/article/view/1703/1384https://www.revistasg.uff.br/sg/article/view/1703/1430Copyright (c) 2021 Sistemas & Gestãoinfo:eu-repo/semantics/openAccessMazzaro Dias, EmillePinto de Almeida Palmeira, Ana CristinaLibonati, Renata2021-07-08T12:58:17Zoai:ojs.www.revistasg.uff.br:article/1703Revistahttps://www.revistasg.uff.br/sgPUBhttps://www.revistasg.uff.br/sg/oai||sg.revista@gmail.com|| periodicos@proppi.uff.br1980-51601980-5160opendoar:2021-07-08T12:58:17Sistemas & Gestão - Universidade Federal Fluminense (UFF)false |
dc.title.none.fl_str_mv |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
title |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
spellingShingle |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste Mazzaro Dias, Emille |
title_short |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
title_full |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
title_fullStr |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
title_full_unstemmed |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
title_sort |
Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste |
author |
Mazzaro Dias, Emille |
author_facet |
Mazzaro Dias, Emille Pinto de Almeida Palmeira, Ana Cristina Libonati, Renata |
author_role |
author |
author2 |
Pinto de Almeida Palmeira, Ana Cristina Libonati, Renata |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Mazzaro Dias, Emille Pinto de Almeida Palmeira, Ana Cristina Libonati, Renata |
description |
The Southwest Atlantic region hosts the two main oil basins in Brazil: Campos Basin and Santos Basin. In these regions, the study of extreme events and the estimation of return level are crucial issues to ensure the structural safety of ships, offshore platforms and coastal constructions. The knowledge of the wave and wind regime of a region is indispensable because from this analysis it is possible to estimate the energy load that a structure may be subjected to during its lifetime. In this context, the present work aims to estimate the 100-year return level of the variables: significant wave height (Hs), wind speed and gust at 10 m for each direction in the two main oil basins in Brazil. For this, data from ECMWF's ERA5 Reanalysis over the period 1979-2019 and the Peaks Over Threshold (POT) statistical model were used, using the Maximum Likelihood estimator. The results show that the SE, S and NW directions returned the highest return level values for wind speed. According to the analysis of the gusts results, the largest values were between 20 m/s and 30 m/s and considering the highest confidence interval, the values reached 38.64 m/s for the S direction. In the results of the return level estimates for Hs, it was found that the largest swells were from SW. With this, it is concluded that: although in situ observed data are preferable when conducting a study of extremes, reanalysis is a great alternative for limited locations of collected data. Another finding was that the POT Model is an excellent tool for the study of extremes, as it is improved and can select a more consistent and larger number of values than previously used models. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-05-04 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.revistasg.uff.br/sg/article/view/1703 10.20985/1980-5160.2021.v16n1.1703 |
url |
https://www.revistasg.uff.br/sg/article/view/1703 |
identifier_str_mv |
10.20985/1980-5160.2021.v16n1.1703 |
dc.language.iso.fl_str_mv |
por eng |
language |
por eng |
dc.relation.none.fl_str_mv |
https://www.revistasg.uff.br/sg/article/view/1703/1427 https://www.revistasg.uff.br/sg/article/view/1703/1371 https://www.revistasg.uff.br/sg/article/view/1703/1428 https://www.revistasg.uff.br/sg/article/view/1703/1429 https://www.revistasg.uff.br/sg/article/view/1703/1384 https://www.revistasg.uff.br/sg/article/view/1703/1430 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2021 Sistemas & Gestão info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2021 Sistemas & Gestão |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html application/pdf application/epub+zip text/html application/pdf application/epub+zip |
dc.publisher.none.fl_str_mv |
ABEC |
publisher.none.fl_str_mv |
ABEC |
dc.source.none.fl_str_mv |
Sistemas & Gestão; v. 16 n. 1 (2021): ABRIL 2021; 84-100 1980-5160 10.20985/1980-5160.2021.v16n1 reponame:Sistemas & Gestão instname:Universidade Federal Fluminense (UFF) instacron:UFF |
instname_str |
Universidade Federal Fluminense (UFF) |
instacron_str |
UFF |
institution |
UFF |
reponame_str |
Sistemas & Gestão |
collection |
Sistemas & Gestão |
repository.name.fl_str_mv |
Sistemas & Gestão - Universidade Federal Fluminense (UFF) |
repository.mail.fl_str_mv |
||sg.revista@gmail.com|| periodicos@proppi.uff.br |
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1798320145136877568 |