Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs

Detalhes bibliográficos
Autor(a) principal: Lin, Yu-Jia
Data de Publicação: 2021
Outros Autores: Roa-Ureta, Ruben, Basali, Abdullajid Usama, Alcaria, Joselito Francis Albaran, Lindo, Reynaldo, Qurban, Mohammad A., Prihartato, Perdana K., Qasem, Ali, Rabaoui, Lotfi
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.1/17292
Resumo: The Arabian Gulf is a natural laboratory to examine how subtropical coral reef ecosystems might change in responding to recurring heating events because of uniquely high water temperature and relatively low fish diversity. Several statistical methods were applied to long-term (30 yrs) monitoring data in the western Arabian Gulf to extract clean signals of the fish abundances, to reveal common trends in the multivariate time series, and to test for nonlinear and lagged effects of coral coverage and sea surface temperature as predictors. Data were analyzed at three taxonomic resolutions: species (29 species out of a total of 148 species, contributing to 69% of total observations), genus (24 genera, 81%), and family (19 families, 96%), to test the taxonomic sufficiency hypothesis, which asserts that there is no significant loss of information at higher taxonomic levels for detecting changes in the fish assemblages. Multivariate abundance time series can be summarized by dynamic factor models of four common trends, which were supported by time series clustering and good model fitting performances. The taxonomic sufficiency hypothesis is supported for the first two common trends, which showed similarity among the three taxonomic resolutions. The effects of changes in coral coverage on the fish community are nonlinear and significantly lagged with lags mostly of 8 yrs, while the effects of mean sea surface temperature were significant but inconclusive. The fish communities in the coral reefs of the western Arabian Gulf are degrading in general with decreasing abundance at the three taxonomic resolutions. Analyzing data at coarser taxonomic resolutions can be informative in revealing the general trends of the abundance of coral reef fish communities, at the cost of ignoring variations at finer resolutions. This study further highlights the importance of long-term and continuous monitoring of the coral reef ecosystem at the finest possible taxonomic level to fully reveal slow but crucial changes in fish communities, as well as to detect signs of communities' degradation to take timely restoration actions.
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spelling Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefsArabian GulfCoral reefDynamic factor analysisFish communitiesMultivariate time seriesTaxonomic resolutionThe Arabian Gulf is a natural laboratory to examine how subtropical coral reef ecosystems might change in responding to recurring heating events because of uniquely high water temperature and relatively low fish diversity. Several statistical methods were applied to long-term (30 yrs) monitoring data in the western Arabian Gulf to extract clean signals of the fish abundances, to reveal common trends in the multivariate time series, and to test for nonlinear and lagged effects of coral coverage and sea surface temperature as predictors. Data were analyzed at three taxonomic resolutions: species (29 species out of a total of 148 species, contributing to 69% of total observations), genus (24 genera, 81%), and family (19 families, 96%), to test the taxonomic sufficiency hypothesis, which asserts that there is no significant loss of information at higher taxonomic levels for detecting changes in the fish assemblages. Multivariate abundance time series can be summarized by dynamic factor models of four common trends, which were supported by time series clustering and good model fitting performances. The taxonomic sufficiency hypothesis is supported for the first two common trends, which showed similarity among the three taxonomic resolutions. The effects of changes in coral coverage on the fish community are nonlinear and significantly lagged with lags mostly of 8 yrs, while the effects of mean sea surface temperature were significant but inconclusive. The fish communities in the coral reefs of the western Arabian Gulf are degrading in general with decreasing abundance at the three taxonomic resolutions. Analyzing data at coarser taxonomic resolutions can be informative in revealing the general trends of the abundance of coral reef fish communities, at the cost of ignoring variations at finer resolutions. This study further highlights the importance of long-term and continuous monitoring of the coral reef ecosystem at the finest possible taxonomic level to fully reveal slow but crucial changes in fish communities, as well as to detect signs of communities' degradation to take timely restoration actions.SpringerSapientiaLin, Yu-JiaRoa-Ureta, RubenBasali, Abdullajid UsamaAlcaria, Joselito Francis AlbaranLindo, ReynaldoQurban, Mohammad A.Prihartato, Perdana K.Qasem, AliRabaoui, Lotfi2021-11-05T17:22:12Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/17292eng0722-402810.1007/s00338-021-02181-zinfo: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:RCAAP2023-07-24T10:29:23Zoai:sapientia.ualg.pt:10400.1/17292Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:07:16.056507Repositório 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 Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
title Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
spellingShingle Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
Lin, Yu-Jia
Arabian Gulf
Coral reef
Dynamic factor analysis
Fish communities
Multivariate time series
Taxonomic resolution
title_short Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
title_full Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
title_fullStr Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
title_full_unstemmed Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
title_sort Coarser taxonomic resolutions are informative in revealing fish community abundance trends for the world’s warmest coral reefs
author Lin, Yu-Jia
author_facet Lin, Yu-Jia
Roa-Ureta, Ruben
Basali, Abdullajid Usama
Alcaria, Joselito Francis Albaran
Lindo, Reynaldo
Qurban, Mohammad A.
Prihartato, Perdana K.
Qasem, Ali
Rabaoui, Lotfi
author_role author
author2 Roa-Ureta, Ruben
Basali, Abdullajid Usama
Alcaria, Joselito Francis Albaran
Lindo, Reynaldo
Qurban, Mohammad A.
Prihartato, Perdana K.
Qasem, Ali
Rabaoui, Lotfi
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Sapientia
dc.contributor.author.fl_str_mv Lin, Yu-Jia
Roa-Ureta, Ruben
Basali, Abdullajid Usama
Alcaria, Joselito Francis Albaran
Lindo, Reynaldo
Qurban, Mohammad A.
Prihartato, Perdana K.
Qasem, Ali
Rabaoui, Lotfi
dc.subject.por.fl_str_mv Arabian Gulf
Coral reef
Dynamic factor analysis
Fish communities
Multivariate time series
Taxonomic resolution
topic Arabian Gulf
Coral reef
Dynamic factor analysis
Fish communities
Multivariate time series
Taxonomic resolution
description The Arabian Gulf is a natural laboratory to examine how subtropical coral reef ecosystems might change in responding to recurring heating events because of uniquely high water temperature and relatively low fish diversity. Several statistical methods were applied to long-term (30 yrs) monitoring data in the western Arabian Gulf to extract clean signals of the fish abundances, to reveal common trends in the multivariate time series, and to test for nonlinear and lagged effects of coral coverage and sea surface temperature as predictors. Data were analyzed at three taxonomic resolutions: species (29 species out of a total of 148 species, contributing to 69% of total observations), genus (24 genera, 81%), and family (19 families, 96%), to test the taxonomic sufficiency hypothesis, which asserts that there is no significant loss of information at higher taxonomic levels for detecting changes in the fish assemblages. Multivariate abundance time series can be summarized by dynamic factor models of four common trends, which were supported by time series clustering and good model fitting performances. The taxonomic sufficiency hypothesis is supported for the first two common trends, which showed similarity among the three taxonomic resolutions. The effects of changes in coral coverage on the fish community are nonlinear and significantly lagged with lags mostly of 8 yrs, while the effects of mean sea surface temperature were significant but inconclusive. The fish communities in the coral reefs of the western Arabian Gulf are degrading in general with decreasing abundance at the three taxonomic resolutions. Analyzing data at coarser taxonomic resolutions can be informative in revealing the general trends of the abundance of coral reef fish communities, at the cost of ignoring variations at finer resolutions. This study further highlights the importance of long-term and continuous monitoring of the coral reef ecosystem at the finest possible taxonomic level to fully reveal slow but crucial changes in fish communities, as well as to detect signs of communities' degradation to take timely restoration actions.
publishDate 2021
dc.date.none.fl_str_mv 2021-11-05T17:22:12Z
2021
2021-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/17292
url http://hdl.handle.net/10400.1/17292
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0722-4028
10.1007/s00338-021-02181-z
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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