Modelling the response of urban lichens to broad-scale changes in air pollution and climate
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10451/55254 |
Resumo: | To create more resilient cities, it is important that we understand the effects of the global change drivers in cities. Biodiversity-based ecological indicators (EIs) can be used for this, as biodiversity is the basis of ecosystem structure, composition, and function. In previous studies, lichens have been used as EIs to monitor the effects of global change drivers in an urban context, but only in single-city studies. Thus, we currently do not understand how lichens are affected by drivers that work on a broader scale. Therefore, our aim was to quantify the variance in lichen biodiversity-based metrics (taxonomic and trait-based) that can be explained by environmental drivers working on a broad spatial scale, in an urban context where local drivers are superimposed. To this end, we performed an unprecedented effort to sample epiphytic lichens in 219 green spaces across a continental gradient from Portugal to Estonia. Twenty-six broad-scale drivers were retrieved, including air pollution and bio-climatic variables, and their dimensionality reduced by means of a principal component analysis (PCA). Thirty-eight lichen metrics were then modelled against the scores of the first two axes of each PCA, and their variance partitioned into pollution and climate components. For the first time, we determined that 15% of the metric variance was explained by broad-scale drivers, with broad-scale air pollution showing more importance than climate across the majority of metrics. Taxonomic metrics were better explained by air pollution, as expected, while climate did not surpass air pollution in any of the trait-based metric groups. Consequently, 85% of the metric variance was shown to occur at the local scale. This suggests that further work is necessary to decipher the effects of climate change. Furthermore, although drivers working within cities are prevailing, both spatial scales must be considered simultaneously if we are to use lichens as EIs in cities at continental to global scales. |
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Modelling the response of urban lichens to broad-scale changes in air pollution and climateUrban macroecologySpatial scalesAtmospheric pollutionEcological indicatorBiodiversity-based metricsTrait-based diversityTo create more resilient cities, it is important that we understand the effects of the global change drivers in cities. Biodiversity-based ecological indicators (EIs) can be used for this, as biodiversity is the basis of ecosystem structure, composition, and function. In previous studies, lichens have been used as EIs to monitor the effects of global change drivers in an urban context, but only in single-city studies. Thus, we currently do not understand how lichens are affected by drivers that work on a broader scale. Therefore, our aim was to quantify the variance in lichen biodiversity-based metrics (taxonomic and trait-based) that can be explained by environmental drivers working on a broad spatial scale, in an urban context where local drivers are superimposed. To this end, we performed an unprecedented effort to sample epiphytic lichens in 219 green spaces across a continental gradient from Portugal to Estonia. Twenty-six broad-scale drivers were retrieved, including air pollution and bio-climatic variables, and their dimensionality reduced by means of a principal component analysis (PCA). Thirty-eight lichen metrics were then modelled against the scores of the first two axes of each PCA, and their variance partitioned into pollution and climate components. For the first time, we determined that 15% of the metric variance was explained by broad-scale drivers, with broad-scale air pollution showing more importance than climate across the majority of metrics. Taxonomic metrics were better explained by air pollution, as expected, while climate did not surpass air pollution in any of the trait-based metric groups. Consequently, 85% of the metric variance was shown to occur at the local scale. This suggests that further work is necessary to decipher the effects of climate change. Furthermore, although drivers working within cities are prevailing, both spatial scales must be considered simultaneously if we are to use lichens as EIs in cities at continental to global scales.ElsevierRepositório da Universidade de LisboaRocha, BernardoMatos, PaulaGiordani, PaoloPiret, LõhmusBranquinho, CristinaCasanelles-Abella, JoanAleixo, CristianaDeguines, NicolasHallikma, TiitLaanisto, LauriMoretti, MarcoAlós Ortí, MartaSamson, RoelandTryjanowski, PiotrPinho, Pedro2022-11-28T12:07:46Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10451/55254engRocha, B., Matos, P., Giordani, P., Piret, L., Branquinho, C., Casanelles-Abella, J., Aleixo, C., Deguines, N., Hallikma, T., Laanisto, L., Moretti, M., Ortí, M. A., Samson, R., Tryjanowski, P. & Pinho, P. (2022). Modelling the response of urban lichens to broad-scale changes in air pollution and climate. Environmental Pollution, 315,120330. https://doi.org/10.1016/j.envpol.2022.1203300269-749110.1016/j.envpol.2022.120330info: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:RCAAP2023-11-08T17:02:06Zoai:repositorio.ul.pt:10451/55254Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:05:56.859500Repositório 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 |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
title |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
spellingShingle |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate Rocha, Bernardo Urban macroecology Spatial scales Atmospheric pollution Ecological indicator Biodiversity-based metrics Trait-based diversity |
title_short |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
title_full |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
title_fullStr |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
title_full_unstemmed |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
title_sort |
Modelling the response of urban lichens to broad-scale changes in air pollution and climate |
author |
Rocha, Bernardo |
author_facet |
Rocha, Bernardo Matos, Paula Giordani, Paolo Piret, Lõhmus Branquinho, Cristina Casanelles-Abella, Joan Aleixo, Cristiana Deguines, Nicolas Hallikma, Tiit Laanisto, Lauri Moretti, Marco Alós Ortí, Marta Samson, Roeland Tryjanowski, Piotr Pinho, Pedro |
author_role |
author |
author2 |
Matos, Paula Giordani, Paolo Piret, Lõhmus Branquinho, Cristina Casanelles-Abella, Joan Aleixo, Cristiana Deguines, Nicolas Hallikma, Tiit Laanisto, Lauri Moretti, Marco Alós Ortí, Marta Samson, Roeland Tryjanowski, Piotr Pinho, Pedro |
author2_role |
author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Repositório da Universidade de Lisboa |
dc.contributor.author.fl_str_mv |
Rocha, Bernardo Matos, Paula Giordani, Paolo Piret, Lõhmus Branquinho, Cristina Casanelles-Abella, Joan Aleixo, Cristiana Deguines, Nicolas Hallikma, Tiit Laanisto, Lauri Moretti, Marco Alós Ortí, Marta Samson, Roeland Tryjanowski, Piotr Pinho, Pedro |
dc.subject.por.fl_str_mv |
Urban macroecology Spatial scales Atmospheric pollution Ecological indicator Biodiversity-based metrics Trait-based diversity |
topic |
Urban macroecology Spatial scales Atmospheric pollution Ecological indicator Biodiversity-based metrics Trait-based diversity |
description |
To create more resilient cities, it is important that we understand the effects of the global change drivers in cities. Biodiversity-based ecological indicators (EIs) can be used for this, as biodiversity is the basis of ecosystem structure, composition, and function. In previous studies, lichens have been used as EIs to monitor the effects of global change drivers in an urban context, but only in single-city studies. Thus, we currently do not understand how lichens are affected by drivers that work on a broader scale. Therefore, our aim was to quantify the variance in lichen biodiversity-based metrics (taxonomic and trait-based) that can be explained by environmental drivers working on a broad spatial scale, in an urban context where local drivers are superimposed. To this end, we performed an unprecedented effort to sample epiphytic lichens in 219 green spaces across a continental gradient from Portugal to Estonia. Twenty-six broad-scale drivers were retrieved, including air pollution and bio-climatic variables, and their dimensionality reduced by means of a principal component analysis (PCA). Thirty-eight lichen metrics were then modelled against the scores of the first two axes of each PCA, and their variance partitioned into pollution and climate components. For the first time, we determined that 15% of the metric variance was explained by broad-scale drivers, with broad-scale air pollution showing more importance than climate across the majority of metrics. Taxonomic metrics were better explained by air pollution, as expected, while climate did not surpass air pollution in any of the trait-based metric groups. Consequently, 85% of the metric variance was shown to occur at the local scale. This suggests that further work is necessary to decipher the effects of climate change. Furthermore, although drivers working within cities are prevailing, both spatial scales must be considered simultaneously if we are to use lichens as EIs in cities at continental to global scales. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-11-28T12:07:46Z 2022 2022-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10451/55254 |
url |
http://hdl.handle.net/10451/55254 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Rocha, B., Matos, P., Giordani, P., Piret, L., Branquinho, C., Casanelles-Abella, J., Aleixo, C., Deguines, N., Hallikma, T., Laanisto, L., Moretti, M., Ortí, M. A., Samson, R., Tryjanowski, P. & Pinho, P. (2022). Modelling the response of urban lichens to broad-scale changes in air pollution and climate. Environmental Pollution, 315,120330. https://doi.org/10.1016/j.envpol.2022.120330 0269-7491 10.1016/j.envpol.2022.120330 |
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.publisher.none.fl_str_mv |
Elsevier |
publisher.none.fl_str_mv |
Elsevier |
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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799134612077674496 |