The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: LIMA, Eduardo Jose Araujo Correia
Orientador(a): ARAÚJO FILHO, Moacyr Cunha de
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso embargado
Idioma: por
Instituição de defesa: Universidade Federal de Pernambuco
Programa de Pós-Graduação: Programa de Pos Graduacao em Oceanografia
Departamento: Não Informado pela instituição
País: Brasil
Palavras-chave em Português:
Link de acesso: https://repositorio.ufpe.br/handle/123456789/63813
Resumo: Wind parameterization is fundamental in oil dispersion modeling in seawater, as it directly impacts the speed and direction of oil particle transport, influencing response strategies and environmental impact assessments. This study investigated the effects of Stokes drift, wind drift factor, and wind drift angle on oil transport using the MEDSLIK-II model, focusing on the 2019 P-53 platform accident in Brazilian waters. The model’s accuracy was assessed by the difference in distances between simulated and observed trajectories from Synthetic Aperture Radar. Sixteen simulations (REA01–REA16) were conducted, varying the wind drift angle (10° to 45°), drift factor (0%, 3% and 6%), and incorporating Stokes. Increasing the drift factor to 6% accelerated the transport to coastal, while larger angles (>25o) reduced the distance between the simulated and observed oil slicks. Two parameterization sets (45o angle with a 6% factor, with and without Stokes drift) showed the lowest distance errors (23.49 km and 21.16 km), correctly simulating the coastal impact region. Contrary to previous studies, incorporating Stokes drift slightly reduced the model’s performance. This effect and the high distance errors were likely due to (1) inconsistencies in the wind direction data used in the model and actual conditions during the first 21 hours, and (2) the influence of the high- velocity core of the Brazil Current (~0.8 m s -1) only on the simulated plume, intensifying the southwestward transport and deviating from the observed slicks. Additional simulations for the two best parameterization sets, using hydrodynamic data with higher temporal and spatial resolution and artificial northeast winds, reinforced this hypothesis, showing lower distance errors with the inclusion of Stokes drift compared to the model without drift (6 km vs 7 km). These results contribute to the discussion on the parameterization for oil dispersion simulations in MEDSLIK-II at mid-latitudes (~22oS) in the South Atlantic Ocean. The study emphasizes the importance of using hourly, high-resolution oceanic data as model input, supported by in situ measured wind data, to improve accuracy in validation experiments.
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spelling LIMA, Eduardo Jose Araujo Correiahttp://lattes.cnpq.br/2077063274683962http://lattes.cnpq.br/3645486282001832http://lattes.cnpq.br/8863425142791710ARAÚJO FILHO, Moacyr Cunha deSILVA, Marcus André2025-06-16T17:14:54Z2025-06-16T17:14:54Z2025-02-14LIMA, Eduardo Jose Araujo Correia. The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters. 2025. Dissertação (Mestrado em oceanografia) - Universidade Federal de Pernambuco, Recife, 2025.https://repositorio.ufpe.br/handle/123456789/63813Wind parameterization is fundamental in oil dispersion modeling in seawater, as it directly impacts the speed and direction of oil particle transport, influencing response strategies and environmental impact assessments. This study investigated the effects of Stokes drift, wind drift factor, and wind drift angle on oil transport using the MEDSLIK-II model, focusing on the 2019 P-53 platform accident in Brazilian waters. The model’s accuracy was assessed by the difference in distances between simulated and observed trajectories from Synthetic Aperture Radar. Sixteen simulations (REA01–REA16) were conducted, varying the wind drift angle (10° to 45°), drift factor (0%, 3% and 6%), and incorporating Stokes. Increasing the drift factor to 6% accelerated the transport to coastal, while larger angles (>25o) reduced the distance between the simulated and observed oil slicks. Two parameterization sets (45o angle with a 6% factor, with and without Stokes drift) showed the lowest distance errors (23.49 km and 21.16 km), correctly simulating the coastal impact region. Contrary to previous studies, incorporating Stokes drift slightly reduced the model’s performance. This effect and the high distance errors were likely due to (1) inconsistencies in the wind direction data used in the model and actual conditions during the first 21 hours, and (2) the influence of the high- velocity core of the Brazil Current (~0.8 m s -1) only on the simulated plume, intensifying the southwestward transport and deviating from the observed slicks. Additional simulations for the two best parameterization sets, using hydrodynamic data with higher temporal and spatial resolution and artificial northeast winds, reinforced this hypothesis, showing lower distance errors with the inclusion of Stokes drift compared to the model without drift (6 km vs 7 km). These results contribute to the discussion on the parameterization for oil dispersion simulations in MEDSLIK-II at mid-latitudes (~22oS) in the South Atlantic Ocean. The study emphasizes the importance of using hourly, high-resolution oceanic data as model input, supported by in situ measured wind data, to improve accuracy in validation experiments.A parametrização do vento é fundamental na modelagem de dispersão óleo na água do mar, pois impacta diretamente a velocidade e direção do transporte das partículas, influenciando as estratégias de resposta e avaliação do impacto ambiental. Este estudo investigou os efeitos da deriva de Stokes, fator de deriva do vento e ângulo de deriva do vento no transporte de óleo, utilizando o modelo MEDSLIK-II, com foco no acidente da plataforma P-53 em 2019, em águas brasileiras. A acurácia do modelo foi avaliada pela diferença nas distâncias entre as trajetórias simuladas e observadas por Radar de Abertura Sintético. Foram realizadas dezesseis simulações (REA01-REA16), conduzidas variando o ângulo de deriva (10o a 45o), o fator de deriva (0%, 3% e 6%) e incluindo a deriva de Stokes. O aumento do fator de deriva para 6% acelerou o transporte para a costa, enquanto ângulos maiores (>25o) diminuíram a distância entre as manchas simuladas e observadas. Dois conjuntos de parametrização (ângulo de 45o com fator de 6%, com e sem a deriva de Stokes) apresentaram os menores erros de distância (23,49 e 21,16 km), simulando corretamente a região de impacto costeiro. Em contraste com estudos anteriores, a incorporação da deriva de Stokes reduziu ligeiramente a performance do modelo. Esse efeito e os altos erros da distância ocorreram possivelmente devido a (1) inconsistências nos dados de direção do vento utilizado no modelo e as condições reais nas primeiras 21 horas, e (2) à influência do núcleo de alta velocidade da Corrente do Brasil (~0.8 m/s) apenas na pluma simulada, intensificando o transporte a sudoeste e distanciando das manchas observadas. Simulações adicionais para os dois melhores conjuntos de parametrização, utilizando dados hidrodinâmicos com maior resolução temporal e espacial e ventos artificiais de nordeste, reforçaram essa hipótese, mostrando menores erros de distância com a inclusão da deriva de Stokes em comparação ao modelo sem à deriva (6 km vs. 7 km). Esses resultados contribuem para a discussão sobre a parametrização para simulações de dispersão de óleo no MEDSLIK-II em médias latitudes (~22oS) no Oceano Atlântico Sul. O estudo destaca a importância de utilizar dados oceânicos horários e de alta resolução espacial, com apoio de medições de vento in situ, para aprimorar a acurácia em experimentos de validação.porUniversidade Federal de PernambucoPrograma de Pos Graduacao em OceanografiaUFPEBrasilhttps://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/embargoedAccessTransporte do óleoExperimentos computacionaisParametrização do ventoMitigação de derramamento de óleoMEDSLIK-IIThe effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian watersinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesismestradoreponame:Repositório Institucional da UFPEinstname:Universidade Federal de Pernambuco (UFPE)instacron:UFPEORIGINALDISSERTAÇÃO Eduardo José Araújo Correia Lima.PDFDISSERTAÇÃO Eduardo José Araújo Correia Lima.PDFapplication/pdf5016308https://repositorio.ufpe.br/bitstream/123456789/63813/1/DISSERTA%c3%87%c3%83O%20Eduardo%20Jos%c3%a9%20Ara%c3%bajo%20Correia%20Lima.PDF52e62ed9a1755352a5fa74e68904abe1MD51LICENSElicense.txtlicense.txttext/plain; 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dc.title.pt_BR.fl_str_mv The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
title The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
spellingShingle The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
LIMA, Eduardo Jose Araujo Correia
Transporte do óleo
Experimentos computacionais
Parametrização do vento
Mitigação de derramamento de óleo
MEDSLIK-II
title_short The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
title_full The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
title_fullStr The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
title_full_unstemmed The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
title_sort The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters
author LIMA, Eduardo Jose Araujo Correia
author_facet LIMA, Eduardo Jose Araujo Correia
author_role author
dc.contributor.authorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/2077063274683962
dc.contributor.advisorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/3645486282001832
dc.contributor.advisor-coLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/8863425142791710
dc.contributor.author.fl_str_mv LIMA, Eduardo Jose Araujo Correia
dc.contributor.advisor1.fl_str_mv ARAÚJO FILHO, Moacyr Cunha de
dc.contributor.advisor-co1.fl_str_mv SILVA, Marcus André
contributor_str_mv ARAÚJO FILHO, Moacyr Cunha de
SILVA, Marcus André
dc.subject.por.fl_str_mv Transporte do óleo
Experimentos computacionais
Parametrização do vento
Mitigação de derramamento de óleo
MEDSLIK-II
topic Transporte do óleo
Experimentos computacionais
Parametrização do vento
Mitigação de derramamento de óleo
MEDSLIK-II
description Wind parameterization is fundamental in oil dispersion modeling in seawater, as it directly impacts the speed and direction of oil particle transport, influencing response strategies and environmental impact assessments. This study investigated the effects of Stokes drift, wind drift factor, and wind drift angle on oil transport using the MEDSLIK-II model, focusing on the 2019 P-53 platform accident in Brazilian waters. The model’s accuracy was assessed by the difference in distances between simulated and observed trajectories from Synthetic Aperture Radar. Sixteen simulations (REA01–REA16) were conducted, varying the wind drift angle (10° to 45°), drift factor (0%, 3% and 6%), and incorporating Stokes. Increasing the drift factor to 6% accelerated the transport to coastal, while larger angles (>25o) reduced the distance between the simulated and observed oil slicks. Two parameterization sets (45o angle with a 6% factor, with and without Stokes drift) showed the lowest distance errors (23.49 km and 21.16 km), correctly simulating the coastal impact region. Contrary to previous studies, incorporating Stokes drift slightly reduced the model’s performance. This effect and the high distance errors were likely due to (1) inconsistencies in the wind direction data used in the model and actual conditions during the first 21 hours, and (2) the influence of the high- velocity core of the Brazil Current (~0.8 m s -1) only on the simulated plume, intensifying the southwestward transport and deviating from the observed slicks. Additional simulations for the two best parameterization sets, using hydrodynamic data with higher temporal and spatial resolution and artificial northeast winds, reinforced this hypothesis, showing lower distance errors with the inclusion of Stokes drift compared to the model without drift (6 km vs 7 km). These results contribute to the discussion on the parameterization for oil dispersion simulations in MEDSLIK-II at mid-latitudes (~22oS) in the South Atlantic Ocean. The study emphasizes the importance of using hourly, high-resolution oceanic data as model input, supported by in situ measured wind data, to improve accuracy in validation experiments.
publishDate 2025
dc.date.accessioned.fl_str_mv 2025-06-16T17:14:54Z
dc.date.available.fl_str_mv 2025-06-16T17:14:54Z
dc.date.issued.fl_str_mv 2025-02-14
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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status_str publishedVersion
dc.identifier.citation.fl_str_mv LIMA, Eduardo Jose Araujo Correia. The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters. 2025. Dissertação (Mestrado em oceanografia) - Universidade Federal de Pernambuco, Recife, 2025.
dc.identifier.uri.fl_str_mv https://repositorio.ufpe.br/handle/123456789/63813
identifier_str_mv LIMA, Eduardo Jose Araujo Correia. The effect of wind parametrizations in MEDSLIK-II oil spill simulations : A case study of the FPU P-53 incident in Brazilian waters. 2025. Dissertação (Mestrado em oceanografia) - Universidade Federal de Pernambuco, Recife, 2025.
url https://repositorio.ufpe.br/handle/123456789/63813
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language por
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rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv embargoedAccess
dc.publisher.none.fl_str_mv Universidade Federal de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pos Graduacao em Oceanografia
dc.publisher.initials.fl_str_mv UFPE
dc.publisher.country.fl_str_mv Brasil
publisher.none.fl_str_mv Universidade Federal de Pernambuco
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFPE
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