WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm

Detalhes bibliográficos
Autor(a) principal: Bernardo, Carolina Mateus Eiras
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/27753
Resumo: Heatwaves are among the most dangerous extreme weather events, and their occurrence is projected to significantly increase over Europe in a climate change scenario. Densely urbanized regions as cities, are more vulnerable to extreme hot weather events, than rural areas, due to pre-existing UHI effect. The present work evaluates the WRF model sensitivity to landuse and Urban Canopy Model (UCM) parametrizations, during a heat wave event occurring in Stockholm region. The landuse sensitivity test compares the model results produced with three different landuse datasets, showing that using a more updated and high-resolution dataset increases the model skill simulating wind and temperature fields. The UCM sensitivity, compared the model performance coupled with two UCMs, SLUCM and BEP model, using a high resolution landuse dataset with three different urban categories. The simulated results showed that these models are strongly dependent on the parameters used by each model to describe the city geometry and proprieties, besides this, using the BEP model increased the model skill simulating the u and v wind components, but the differences found for the temperature field were insignificant.
id RCAP_9c420ee02bfbdd439c815aef7bb89a40
oai_identifier_str oai:ria.ua.pt:10773/27753
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling WRF sensitivity to land use and urban canopy model during a heat wave event in StockholmHeat waveUrban climateWRFLanduseUrban CanopyUrban heat islandStockholmHeatwaves are among the most dangerous extreme weather events, and their occurrence is projected to significantly increase over Europe in a climate change scenario. Densely urbanized regions as cities, are more vulnerable to extreme hot weather events, than rural areas, due to pre-existing UHI effect. The present work evaluates the WRF model sensitivity to landuse and Urban Canopy Model (UCM) parametrizations, during a heat wave event occurring in Stockholm region. The landuse sensitivity test compares the model results produced with three different landuse datasets, showing that using a more updated and high-resolution dataset increases the model skill simulating wind and temperature fields. The UCM sensitivity, compared the model performance coupled with two UCMs, SLUCM and BEP model, using a high resolution landuse dataset with three different urban categories. The simulated results showed that these models are strongly dependent on the parameters used by each model to describe the city geometry and proprieties, besides this, using the BEP model increased the model skill simulating the u and v wind components, but the differences found for the temperature field were insignificant.As ondas de calor estão entre os mais perigosos fenómenos de tempo extremo, sendo que num cenário de alterações climáticas, a frequência da sua ocorrência está projetada para aumentar significativamente na Europa. Zonas densamente urbanizadas, como as cidades, estão mais vulneráveis a eventos de temperaturas extremas do que as zonas rurais envolventes devido ao efeito de ilha de calor urbano pré-existente. O presente trabalho pretende avaliar a sensibilidade do modelo WRF aos dados do uso do solo e à parametrização da canópia urbana, durante um evento de ilha de calor, na região de Estocolmo. Para o teste de sensibilidade ao uso do solo foram utilizadas três base de dados diferentes. Os resultados mostraram que uma base de dados mais atualizada e com uma maior resolução aumentam a performance do modelo nos campos do vento e da temperatura. Para o teste de sensibilidade às parametrizações da canópia urbana, foram comparadas duas simulações produzidas com o acoplamento de dois modelos de parametrização da canópia urbana (UCM) diferentes, o Single Layer Urban Canopy Model (SLUCM) e o Building Effect Parametrization Model (BEP), utilizando uma base de dados de uso do solo de alta resolução, com três categorias urbanas diferentes. Os resultados mostraram que estes modelos dependem significativamente dos parâmetros utilizados para descrever a geometria e as propriedades da cidade, contudo, o uso do modelo BEP permitiu melhorar a simulação das componentes u e v, enquanto que para o campo da temperatura, os resultados não apresentaram diferenças significativas.2020-03-02T19:34:28Z2019-01-01T00:00:00Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/27753engBernardo, Carolina Mateus Eirasinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:53:54Zoai:ria.ua.pt:10773/27753Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:00:30.258543Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
title WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
spellingShingle WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
Bernardo, Carolina Mateus Eiras
Heat wave
Urban climate
WRF
Landuse
Urban Canopy
Urban heat island
Stockholm
title_short WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
title_full WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
title_fullStr WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
title_full_unstemmed WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
title_sort WRF sensitivity to land use and urban canopy model during a heat wave event in Stockholm
author Bernardo, Carolina Mateus Eiras
author_facet Bernardo, Carolina Mateus Eiras
author_role author
dc.contributor.author.fl_str_mv Bernardo, Carolina Mateus Eiras
dc.subject.por.fl_str_mv Heat wave
Urban climate
WRF
Landuse
Urban Canopy
Urban heat island
Stockholm
topic Heat wave
Urban climate
WRF
Landuse
Urban Canopy
Urban heat island
Stockholm
description Heatwaves are among the most dangerous extreme weather events, and their occurrence is projected to significantly increase over Europe in a climate change scenario. Densely urbanized regions as cities, are more vulnerable to extreme hot weather events, than rural areas, due to pre-existing UHI effect. The present work evaluates the WRF model sensitivity to landuse and Urban Canopy Model (UCM) parametrizations, during a heat wave event occurring in Stockholm region. The landuse sensitivity test compares the model results produced with three different landuse datasets, showing that using a more updated and high-resolution dataset increases the model skill simulating wind and temperature fields. The UCM sensitivity, compared the model performance coupled with two UCMs, SLUCM and BEP model, using a high resolution landuse dataset with three different urban categories. The simulated results showed that these models are strongly dependent on the parameters used by each model to describe the city geometry and proprieties, besides this, using the BEP model increased the model skill simulating the u and v wind components, but the differences found for the temperature field were insignificant.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01T00:00:00Z
2019
2020-03-02T19:34:28Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/27753
url http://hdl.handle.net/10773/27753
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799137660437004288