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Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)

Bibliographic Details
Main Author: Figueiredo, Daniela R. de
Publication Date: 2024
Other Authors: Melo, Maria T. Condesso de, Saraiva, Pedro P., Oliveira, Joana, Gonçalves, Ana M. M., Reboleira, Ana Sofia P. S., Polónia, Ana R. M., Abrantes, Nelson, Cleary, Daniel F. R.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10773/42368
Summary: Climate change may increase the vulnerability of aquifers to contamination through extreme precipitation and extended drought periods. Therefore, the understanding of groundwater ecosystem dynamics is crucial, with bacterial assemblages playing a major role in biogeochemical cycles. The present research describes a geospatial study targeting the bacterial community structure of groundwaters from the largest karst aquifer in Portugal (the Maciço Calcário Estremenho), integrating hydrogeochemical and bacterial diversity data. A total of 22 samples were analyzed from a set of 11 geographically sparsely distributed groundwater sources in dry vs. wet seasons. The 16S rRNA gene barcoding data revealed bacterial community variability across samples in space and time. The phylum Proteobacteria was dominant across all samples (from 44 to 92% of total sequence reads), mainly represented by the classes Alphaproteobacteria (orders Sphingomonadales, BD7–3, Rhizobiales and Rhodospirillales), Betaproteobacteria (orders Burkholderiales, Rhodocyclales, Nitrosomonadales), Gammaproteobacteria (orders Pseudomonadales, Xanthomonadales, Alteromonadales, Legionellales) and Deltaproteobacteria (orders Myxococcales, Spirobacillales). Variation in the bacterial community was primarily attributed to parameters such as redox conditions (DO, ORP), Fe, Mn, SO4, PO4, Sr and Cl, but also some minor and trace elements (Al, V, Cr, Cu, Pb). Our results provide novel insights into bacterial diversity in relation to groundwater hydrogeochemistry. The strong dominance of OTUs related to bacterial taxa associated with nitrification/denitrification also highlights a potentially important role of these assemblages on nutrients (nitrogen sources) and groundwater quality dynamics at this karstic aquifer system. Moreover, the integration of bacterial assemblages information is emphasized as central for water quality monitoring programs.
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spelling Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)Groundwater qualityMaciço Calcário EstremenhoBacterial diversity16S rRNA gene metabarcodingClimate change may increase the vulnerability of aquifers to contamination through extreme precipitation and extended drought periods. Therefore, the understanding of groundwater ecosystem dynamics is crucial, with bacterial assemblages playing a major role in biogeochemical cycles. The present research describes a geospatial study targeting the bacterial community structure of groundwaters from the largest karst aquifer in Portugal (the Maciço Calcário Estremenho), integrating hydrogeochemical and bacterial diversity data. A total of 22 samples were analyzed from a set of 11 geographically sparsely distributed groundwater sources in dry vs. wet seasons. The 16S rRNA gene barcoding data revealed bacterial community variability across samples in space and time. The phylum Proteobacteria was dominant across all samples (from 44 to 92% of total sequence reads), mainly represented by the classes Alphaproteobacteria (orders Sphingomonadales, BD7–3, Rhizobiales and Rhodospirillales), Betaproteobacteria (orders Burkholderiales, Rhodocyclales, Nitrosomonadales), Gammaproteobacteria (orders Pseudomonadales, Xanthomonadales, Alteromonadales, Legionellales) and Deltaproteobacteria (orders Myxococcales, Spirobacillales). Variation in the bacterial community was primarily attributed to parameters such as redox conditions (DO, ORP), Fe, Mn, SO4, PO4, Sr and Cl, but also some minor and trace elements (Al, V, Cr, Cu, Pb). Our results provide novel insights into bacterial diversity in relation to groundwater hydrogeochemistry. The strong dominance of OTUs related to bacterial taxa associated with nitrification/denitrification also highlights a potentially important role of these assemblages on nutrients (nitrogen sources) and groundwater quality dynamics at this karstic aquifer system. Moreover, the integration of bacterial assemblages information is emphasized as central for water quality monitoring programs.MDPI2024-09-11T09:42:35Z2024-06-27T00:00:00Z2024-06-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/42368eng10.3390/w16131858Figueiredo, Daniela R. deMelo, Maria T. Condesso deSaraiva, Pedro P.Oliveira, JoanaGonçalves, Ana M. M.Reboleira, Ana Sofia P. S.Polónia, Ana R. M.Abrantes, NelsonCleary, Daniel F. R.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-12-02T01:47:14Zoai:ria.ua.pt:10773/42368Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T18:50:21.431801Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
title Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
spellingShingle Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
Figueiredo, Daniela R. de
Groundwater quality
Maciço Calcário Estremenho
Bacterial diversity
16S rRNA gene metabarcoding
title_short Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
title_full Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
title_fullStr Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
title_full_unstemmed Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
title_sort Bacterioplankton community diversity of a portuguese aquifer system (Maciço Calcário Estremenho)
author Figueiredo, Daniela R. de
author_facet Figueiredo, Daniela R. de
Melo, Maria T. Condesso de
Saraiva, Pedro P.
Oliveira, Joana
Gonçalves, Ana M. M.
Reboleira, Ana Sofia P. S.
Polónia, Ana R. M.
Abrantes, Nelson
Cleary, Daniel F. R.
author_role author
author2 Melo, Maria T. Condesso de
Saraiva, Pedro P.
Oliveira, Joana
Gonçalves, Ana M. M.
Reboleira, Ana Sofia P. S.
Polónia, Ana R. M.
Abrantes, Nelson
Cleary, Daniel F. R.
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Figueiredo, Daniela R. de
Melo, Maria T. Condesso de
Saraiva, Pedro P.
Oliveira, Joana
Gonçalves, Ana M. M.
Reboleira, Ana Sofia P. S.
Polónia, Ana R. M.
Abrantes, Nelson
Cleary, Daniel F. R.
dc.subject.por.fl_str_mv Groundwater quality
Maciço Calcário Estremenho
Bacterial diversity
16S rRNA gene metabarcoding
topic Groundwater quality
Maciço Calcário Estremenho
Bacterial diversity
16S rRNA gene metabarcoding
description Climate change may increase the vulnerability of aquifers to contamination through extreme precipitation and extended drought periods. Therefore, the understanding of groundwater ecosystem dynamics is crucial, with bacterial assemblages playing a major role in biogeochemical cycles. The present research describes a geospatial study targeting the bacterial community structure of groundwaters from the largest karst aquifer in Portugal (the Maciço Calcário Estremenho), integrating hydrogeochemical and bacterial diversity data. A total of 22 samples were analyzed from a set of 11 geographically sparsely distributed groundwater sources in dry vs. wet seasons. The 16S rRNA gene barcoding data revealed bacterial community variability across samples in space and time. The phylum Proteobacteria was dominant across all samples (from 44 to 92% of total sequence reads), mainly represented by the classes Alphaproteobacteria (orders Sphingomonadales, BD7–3, Rhizobiales and Rhodospirillales), Betaproteobacteria (orders Burkholderiales, Rhodocyclales, Nitrosomonadales), Gammaproteobacteria (orders Pseudomonadales, Xanthomonadales, Alteromonadales, Legionellales) and Deltaproteobacteria (orders Myxococcales, Spirobacillales). Variation in the bacterial community was primarily attributed to parameters such as redox conditions (DO, ORP), Fe, Mn, SO4, PO4, Sr and Cl, but also some minor and trace elements (Al, V, Cr, Cu, Pb). Our results provide novel insights into bacterial diversity in relation to groundwater hydrogeochemistry. The strong dominance of OTUs related to bacterial taxa associated with nitrification/denitrification also highlights a potentially important role of these assemblages on nutrients (nitrogen sources) and groundwater quality dynamics at this karstic aquifer system. Moreover, the integration of bacterial assemblages information is emphasized as central for water quality monitoring programs.
publishDate 2024
dc.date.none.fl_str_mv 2024-09-11T09:42:35Z
2024-06-27T00:00:00Z
2024-06-27
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/10773/42368
url http://hdl.handle.net/10773/42368
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/w16131858
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv MDPI
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instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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