Modelling the response of urban lichens to broad-scale changes in air pollution and climate

Detalhes bibliográficos
Autor(a) principal: Rocha, Bernardo
Data de Publicação: 2022
Outros Autores: 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
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.
id RCAP_a6fd8b9443a270bce86123a60343a5df
oai_identifier_str oai:repositorio.ul.pt:10451/55254
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling 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
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_ 1799134612077674496