Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10773/30712 |
Resumo: | Official monitoring programs implemented by the Portuguese Environmental Agency (APA), do not fully survey all streams and rivers due to their nationalwide coverage, budget, and practical limitations. Two rivers in the north of Portugal, the Sousa and Ferreira rivers, with a recent past of different types of pollution and that run over areas with a high degree of alteration and dense population, were analyzed ecologically based on biological (diatom communities), physicochemical, and hydromorphological data. Diatoms are excellent ecological indicators of water quality. They are broadly distributed, show high species diversity, and respond rapidly to anthropogenic pressures. The Water Framework Directive (WFD) gives the legal basis for the use of this ecological indicator for water quality assessment, through the calculation of autoecological indexes. Portugal officially adopted the use of the Specific Polluosensitivity Index (SPI), which after determined, is converted into Ecological Quality Ratio (EQR). To determine the SPI, a morphological identification and cunt of diatom species using a microscope is required. This approach requires high taxonomic skills and several hours of analysis. DNA metabarcoding combined with high-throughput sequencing techniques (HTS), offer a promising alternative to classic methodologies, reducing time and costs. The aim of this study was to verify what kind of pressures affect these rivers and streams in the municipality of Paredes, develop plans to improve the sites under study, compare the EQR values obtained for both methodologies, and verify the effectiveness and reliability of DNA metabarcoding on diatoms in the bioassessment of these watercourses. Diatoms were sampled following WFD standards in 2 rivers and streams (21 samples) from the municipality of Paredes, in autumn 2019. All samples were submitted in parallel to the molecular and morphological methodologies. Molecular methodology started with eDNA extraction, followed by DNA sequencing (Illumina MiSeq) using 312 bp rbcL DNA barcode. In the Mothur software, the sequences obtained were analyzed producing Operational Taxonomic Units (OTUs) taxonomically assigned to the R-Syst::diatom reference library. Inventories of diatom communities revealed only 24.2% of the species were common among methodologies, which is explained by the incompleteness of reference library. Regarding the EQR values, the results indicated a good correlation between morphological and molecular methods. PCO analysis revealed a gradient of quality classification in both methodologies, supporting the hypothesis that DNA metabarcoding may be a good option for ecological quality assessment. However, there is work to be done so that this new methodology can integrate in WFD standards. Biological, physical-chemical and hydromorphological data showed negative impacts on watercourses in urbanized and agricultural areas, requiring the implementation of measures and awareness of the population for the dangers involved. |
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Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approachesDiatomsDNA metabarcodingBiomonitoringEcological assessment of waterAnthropogenic pressuresOfficial monitoring programs implemented by the Portuguese Environmental Agency (APA), do not fully survey all streams and rivers due to their nationalwide coverage, budget, and practical limitations. Two rivers in the north of Portugal, the Sousa and Ferreira rivers, with a recent past of different types of pollution and that run over areas with a high degree of alteration and dense population, were analyzed ecologically based on biological (diatom communities), physicochemical, and hydromorphological data. Diatoms are excellent ecological indicators of water quality. They are broadly distributed, show high species diversity, and respond rapidly to anthropogenic pressures. The Water Framework Directive (WFD) gives the legal basis for the use of this ecological indicator for water quality assessment, through the calculation of autoecological indexes. Portugal officially adopted the use of the Specific Polluosensitivity Index (SPI), which after determined, is converted into Ecological Quality Ratio (EQR). To determine the SPI, a morphological identification and cunt of diatom species using a microscope is required. This approach requires high taxonomic skills and several hours of analysis. DNA metabarcoding combined with high-throughput sequencing techniques (HTS), offer a promising alternative to classic methodologies, reducing time and costs. The aim of this study was to verify what kind of pressures affect these rivers and streams in the municipality of Paredes, develop plans to improve the sites under study, compare the EQR values obtained for both methodologies, and verify the effectiveness and reliability of DNA metabarcoding on diatoms in the bioassessment of these watercourses. Diatoms were sampled following WFD standards in 2 rivers and streams (21 samples) from the municipality of Paredes, in autumn 2019. All samples were submitted in parallel to the molecular and morphological methodologies. Molecular methodology started with eDNA extraction, followed by DNA sequencing (Illumina MiSeq) using 312 bp rbcL DNA barcode. In the Mothur software, the sequences obtained were analyzed producing Operational Taxonomic Units (OTUs) taxonomically assigned to the R-Syst::diatom reference library. Inventories of diatom communities revealed only 24.2% of the species were common among methodologies, which is explained by the incompleteness of reference library. Regarding the EQR values, the results indicated a good correlation between morphological and molecular methods. PCO analysis revealed a gradient of quality classification in both methodologies, supporting the hypothesis that DNA metabarcoding may be a good option for ecological quality assessment. However, there is work to be done so that this new methodology can integrate in WFD standards. Biological, physical-chemical and hydromorphological data showed negative impacts on watercourses in urbanized and agricultural areas, requiring the implementation of measures and awareness of the population for the dangers involved.Dois rios do norte de Portugal, os rios Sousa e Ferreira, com um passado recente de diferentes tipos de poluição e que percorrem zonas com elevado grau de alteração e densa população, foram analisados ecologicamente com base em dados biológicos (comunidades de diatomáceas), físico-químicos e hidromorfológicos. As diatomáceas são excelentes indicadores ecológicos da qualidade da água. Elas são amplamente distribuídas, apresentam alta diversidade de espécies e respondem rapidamente às pressões antropogénicas. A Diretiva Quadro da Água (DQA) fornece a base legal para a utilização deste bioindicador para avaliação da qualidade da água, através do cálculo de índices autoecológicos. Portugal adotou oficialmente a utilização do Indice de Polluosensibilité Spécifique (IPS), que após determinado, é convertido em Rácio de Qualidade Ecológica (RQE). Para o IPS, é necessária uma identificação morfológica e contagem das espécies de diatomáceas usando o microscópio. Esta abordagem requer alto conhecimento taxonómico e várias horas de análise. DNA metabarcoding combinado com técnicas de sequenciamento de alto rendimento (HTS), oferece uma alternativa promissora às metodologias clássicas, reduzindo tempo e custos. O objetivo deste estudo foi verificar que tipo de pressões afetam os rios e ribeiras no município de Paredes, desenvolver planos de melhoramento dos locais em estudo, comparar os valores de EQR obtidos para ambas as metodologias e verificar a eficácia e fiabilidade do DNA metabarcoding na avaliação biológica destes cursos de água, usando diatomáceas. Diatomáceas foram amostradas seguindo os padrões da DQA em dois rios e suas ribeiras (21 amostras) do município de Paredes, no outono de 2019. Todas as amostras foram submetidas paralelamente aos métodos moleculares e morfológicos. A metodologia molecular começou com a extração de eDNA, seguida pelo sequenciamento de DNA (Illumina MiSeq) usando o barcode de DNA rbcL de 312 bp. No software Mothur, as sequências obtidas foram analisadas produzindo Unidades Taxonómicas Operacionais (OTUs) atribuídas à biblioteca de referência R-Syst :: diatom. Inventários de comunidades de diatomáceas revelaram que apenas 24,2% das espécies eram comuns entre as metodologias, o que é explicado pela falta de espécies na biblioteca de referência. Em relação aos valores de RQE, os resultados indicaram uma boa correlação entre os métodos. A análise de PCO revelou um gradiente de classificação de qualidade em ambas as metodologias, apoiando a hipótese de que o DNA metabarcoding pode ser uma boa opção para avaliação da qualidade ecológica. No entanto, há trabalho a ser feito para que essa nova metodologia possa ser integrada na DQA. Dados biológicos, físico-químicos e hidromorfológicos evidenciaram impactos negativos nos cursos de água em áreas urbanizadas e agrícolas, exigindo a implementação de medidas e a consciencialização da população para os perigos envolvidos.2021-03-02T15:00:17Z2021-02-01T00:00:00Z2021-02-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/30712engTeixeira, Marco José Netoinfo: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:RCAAP2024-02-22T11:59:19Zoai:ria.ua.pt:10773/30712Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:02:44.256913Repositório 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 |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
title |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
spellingShingle |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches Teixeira, Marco José Neto Diatoms DNA metabarcoding Biomonitoring Ecological assessment of water Anthropogenic pressures |
title_short |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
title_full |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
title_fullStr |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
title_full_unstemmed |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
title_sort |
Biomonitoring of Ferreira and Sousa rivers using diatoms: comparison between morphological and molecular approaches |
author |
Teixeira, Marco José Neto |
author_facet |
Teixeira, Marco José Neto |
author_role |
author |
dc.contributor.author.fl_str_mv |
Teixeira, Marco José Neto |
dc.subject.por.fl_str_mv |
Diatoms DNA metabarcoding Biomonitoring Ecological assessment of water Anthropogenic pressures |
topic |
Diatoms DNA metabarcoding Biomonitoring Ecological assessment of water Anthropogenic pressures |
description |
Official monitoring programs implemented by the Portuguese Environmental Agency (APA), do not fully survey all streams and rivers due to their nationalwide coverage, budget, and practical limitations. Two rivers in the north of Portugal, the Sousa and Ferreira rivers, with a recent past of different types of pollution and that run over areas with a high degree of alteration and dense population, were analyzed ecologically based on biological (diatom communities), physicochemical, and hydromorphological data. Diatoms are excellent ecological indicators of water quality. They are broadly distributed, show high species diversity, and respond rapidly to anthropogenic pressures. The Water Framework Directive (WFD) gives the legal basis for the use of this ecological indicator for water quality assessment, through the calculation of autoecological indexes. Portugal officially adopted the use of the Specific Polluosensitivity Index (SPI), which after determined, is converted into Ecological Quality Ratio (EQR). To determine the SPI, a morphological identification and cunt of diatom species using a microscope is required. This approach requires high taxonomic skills and several hours of analysis. DNA metabarcoding combined with high-throughput sequencing techniques (HTS), offer a promising alternative to classic methodologies, reducing time and costs. The aim of this study was to verify what kind of pressures affect these rivers and streams in the municipality of Paredes, develop plans to improve the sites under study, compare the EQR values obtained for both methodologies, and verify the effectiveness and reliability of DNA metabarcoding on diatoms in the bioassessment of these watercourses. Diatoms were sampled following WFD standards in 2 rivers and streams (21 samples) from the municipality of Paredes, in autumn 2019. All samples were submitted in parallel to the molecular and morphological methodologies. Molecular methodology started with eDNA extraction, followed by DNA sequencing (Illumina MiSeq) using 312 bp rbcL DNA barcode. In the Mothur software, the sequences obtained were analyzed producing Operational Taxonomic Units (OTUs) taxonomically assigned to the R-Syst::diatom reference library. Inventories of diatom communities revealed only 24.2% of the species were common among methodologies, which is explained by the incompleteness of reference library. Regarding the EQR values, the results indicated a good correlation between morphological and molecular methods. PCO analysis revealed a gradient of quality classification in both methodologies, supporting the hypothesis that DNA metabarcoding may be a good option for ecological quality assessment. However, there is work to be done so that this new methodology can integrate in WFD standards. Biological, physical-chemical and hydromorphological data showed negative impacts on watercourses in urbanized and agricultural areas, requiring the implementation of measures and awareness of the population for the dangers involved. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-03-02T15:00:17Z 2021-02-01T00:00:00Z 2021-02-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/masterThesis |
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masterThesis |
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http://hdl.handle.net/10773/30712 |
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eng |
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eng |
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openAccess |
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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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1799137683004456960 |