Estimativa dos períodos de retorno da velocidade e rajada do vento e altura significativa das ondas no Atlântico Sudoeste

Detalhes bibliográficos
Autor(a) principal: Mazzaro Dias, Emille
Data de Publicação: 2021
Outros Autores: Pinto de Almeida Palmeira, Ana Cristina, Libonati, Renata
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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spelling 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
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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
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language por
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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
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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)
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reponame_str Sistemas & Gestão
collection Sistemas & Gestão
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