Publicação
Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques
| Resumo: | In this study, a sequencing batch reactor (SBR) with aerobic granular sludge (AGS) was operated with synthetic wastewater containing environmental relevant concentrations of 17-estradiol (E2), 17-ethinylestradiol (EE2) and sulfamethoxazole (SMX). Despite the presence of the studied PhAC, the granular fraction clearly predominated (TSSgran/TSS ranging from 0.82 to 0.98) throughout the monitoring period, presenting aggregates with high organic fraction (VSS/TSS above 0.83) and good settling characteristics (SVI5 ranging from 15 to 39 mL/gTSS). A principal component analysis (PCA) with quantitative image analysis (QIA) based data allowed to distinguish the different operational periods, namely with mature granules (CONT), and the E2, EE2, and SMX feeding periods. It further revealed a positive relationship between the biomass density, sludge settling ability, overall and granular biomass contents, granulation properties, granular biomass fraction and large granules fraction and size. Moreover, a discriminant analysis (DA) allowed to successfully discriminate not only the different operational periods, mainly by using the floccular apparent density, granular stratification and contents data, but also the PhAC presence in samples. The filamentous bacteria contents, sludge settling properties, settling properties stability and granular stratification, structure and contents parameters were found to be crucial for that purpose. |
|---|---|
| Autores principais: | Leal, Cristiano |
| Outros Autores: | Lopes, Mariana; Val del Río, Angeles; Quintelas, Cristina; Castro, Paula M. L.; Ferreira, Eugénio C.; Amaral, A. Luís; Mesquita, D. P. |
| Assunto: | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| Ano: | 2021 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1866876870886162432 |
|---|---|
| author | Leal, Cristiano |
| author2 | Lopes, Mariana Val del Río, Angeles Quintelas, Cristina Castro, Paula M. L. Ferreira, Eugénio C. Amaral, A. Luís Mesquita, D. P. |
| author2_role | author author author author author author author |
| author_facet | Leal, Cristiano Lopes, Mariana Val del Río, Angeles Quintelas, Cristina Castro, Paula M. L. Ferreira, Eugénio C. Amaral, A. Luís Mesquita, D. P. |
| author_role | author |
| contributor_name_str_mv | Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Leal, Cristiano\"},{\"Person.name\":\"Lopes, Mariana\"},{\"Person.name\":\"Val del Río, Angeles\"},{\"Person.name\":\"Quintelas, Cristina\"},{\"Person.name\":\"Castro, Paula M. L.\"},{\"Person.name\":\"Ferreira, Eugénio C.\"},{\"Person.name\":\"Amaral, A. Luís\"},{\"Person.name\":\"Mesquita, D. P.\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Leal, Cristiano Lopes, Mariana Val del Río, Angeles Quintelas, Cristina Castro, Paula M. L. Ferreira, Eugénio C. Amaral, A. Luís Mesquita, D. P. |
| datacite.date.Accepted.fl_str_mv | 2021-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2021-04-10T15:00:19Z |
| datacite.date.embargoed.fl_str_mv | 2021-04-10T15:00:19Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| datacite.titles.title.fl_str_mv | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| dc.contributor.none.fl_str_mv | Universidade do Minho |
| dc.creator.none.fl_str_mv | Leal, Cristiano Lopes, Mariana Val del Río, Angeles Quintelas, Cristina Castro, Paula M. L. Ferreira, Eugénio C. Amaral, A. Luís Mesquita, D. P. |
| dc.date.Accepted.fl_str_mv | 2021-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2021-04-10T15:00:19Z |
| dc.date.embargoed.fl_str_mv | 2021-04-10T15:00:19Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/71529 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Elsevier |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| dc.title.fl_str_mv | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_6501 |
| description | In this study, a sequencing batch reactor (SBR) with aerobic granular sludge (AGS) was operated with synthetic wastewater containing environmental relevant concentrations of 17-estradiol (E2), 17-ethinylestradiol (EE2) and sulfamethoxazole (SMX). Despite the presence of the studied PhAC, the granular fraction clearly predominated (TSSgran/TSS ranging from 0.82 to 0.98) throughout the monitoring period, presenting aggregates with high organic fraction (VSS/TSS above 0.83) and good settling characteristics (SVI5 ranging from 15 to 39 mL/gTSS). A principal component analysis (PCA) with quantitative image analysis (QIA) based data allowed to distinguish the different operational periods, namely with mature granules (CONT), and the E2, EE2, and SMX feeding periods. It further revealed a positive relationship between the biomass density, sludge settling ability, overall and granular biomass contents, granulation properties, granular biomass fraction and large granules fraction and size. Moreover, a discriminant analysis (DA) allowed to successfully discriminate not only the different operational periods, mainly by using the floccular apparent density, granular stratification and contents data, but also the PhAC presence in samples. The filamentous bacteria contents, sludge settling properties, settling properties stability and granular stratification, structure and contents parameters were found to be crucial for that purpose. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | article |
| fulltext.url.fl_str_mv | https://prod-dspace.uminho.pt/bitstreams/904a167f-5c1e-4ad7-86f0-d446b3d3bfb2/download |
| id | rum_58e4c19082badcccd8e3986dc5227792 |
| identifier.url.fl_str_mv | https://hdl.handle.net/1822/71529 |
| instacron_str | repositorium |
| institution | Universidade do Minho |
| instname_str | Universidade do Minho |
| language | eng |
| network_acronym_str | rum |
| network_name_str | RepositóriUM - Universidade do Minho |
| oai_identifier_str | oai:repositorium.uminho.pt:1822/71529 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Leal, Cristiano Lopes, Mariana Val del Río, Angeles Quintelas, Cristina Castro, Paula M. L. Ferreira, Eugénio C. Amaral, A. Luís Mesquita, D. P. |
| publishDate | 2021 |
| publisher.none.fl_str_mv | Elsevier |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engElsevierporIn this study, a sequencing batch reactor (SBR) with aerobic granular sludge (AGS) was operated with synthetic wastewater containing environmental relevant concentrations of 17-estradiol (E2), 17-ethinylestradiol (EE2) and sulfamethoxazole (SMX). Despite the presence of the studied PhAC, the granular fraction clearly predominated (TSSgran/TSS ranging from 0.82 to 0.98) throughout the monitoring period, presenting aggregates with high organic fraction (VSS/TSS above 0.83) and good settling characteristics (SVI5 ranging from 15 to 39 mL/gTSS). A principal component analysis (PCA) with quantitative image analysis (QIA) based data allowed to distinguish the different operational periods, namely with mature granules (CONT), and the E2, EE2, and SMX feeding periods. It further revealed a positive relationship between the biomass density, sludge settling ability, overall and granular biomass contents, granulation properties, granular biomass fraction and large granules fraction and size. Moreover, a discriminant analysis (DA) allowed to successfully discriminate not only the different operational periods, mainly by using the floccular apparent density, granular stratification and contents data, but also the PhAC presence in samples. The filamentous bacteria contents, sludge settling properties, settling properties stability and granular stratification, structure and contents parameters were found to be crucial for that purpose.application/pdfporAssessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniquesLeal, CristianoLopes, MarianaVal del Río, AngelesQuintelas, CristinaCastro, Paula M. L.Ferreira, Eugénio C.Amaral, A. LuísMesquita, D. P.HostingInstitutionOrganizationalUniversidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptISSNIsPartOf0301-4797DOIIsPartOf10.1016/j.jenvman.2021.1124742021-04-10T15:00:19Z20212021-04-10T10:52:09Z2021-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/71529http://purl.org/coar/access_right/c_abf2open access17ß-estradiol (E2)17a-ethinylestradiol (EE2)Sulfamethoxazole (SMX)Aerobic granular sludge (AGS)Biomass structural characterizationMultivariate statistical techniques178-estradiol (E2)17?-ethinylestradiol (EE2)17β-estradiol (E2)7003421 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://prod-dspace.uminho.pt/bitstreams/904a167f-5c1e-4ad7-86f0-d446b3d3bfb2/download |
| spellingShingle | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques Leal, Cristiano 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| status | SINGLETON |
| subject.fl_str_mv | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| title | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| title_full | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| title_fullStr | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| title_full_unstemmed | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| title_short | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| title_sort | Assessment of an aerobic granular sludge system in the presence of pharmaceutically active compounds by quantitative image analysis and chemometric techniques |
| topic | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| topic_facet | 17ß-estradiol (E2) 17a-ethinylestradiol (EE2) Sulfamethoxazole (SMX) Aerobic granular sludge (AGS) Biomass structural characterization Multivariate statistical techniques 178-estradiol (E2) 17?-ethinylestradiol (EE2) 17β-estradiol (E2) |
| url | https://hdl.handle.net/1822/71529 |
| visible | 1 |