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Image analysis as a tool to recognize anaerobic granulation time

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Summary:Image analysis techniques were used to monitor the development of anaerobic granules into an EGSB reactor fed with a synthetic substrate based on glucose (30-40% COD) and volatile fatty acids (70-60% COD) during 400 days. Two types of objects were recognized and quantified: aggregates and free filaments. The aggregates were classified into five ranges based on the equivalent diameter: smaller than 11.3 mm (residual), between 11.3 and 35.7 mm, between 35.7 and 112.8 mm, between 112.8 and 356.8 mm and larger than 356.8 mm. For each size range the following parameters were measured: projected area, number of aggregates, width, length, perimeter, and convex envelop. For filaments, the measurements were: number of free filaments and total free filament length. Other parameters were calculated based upon this data: average equivalent diameter, percentage in number of aggregates, percentage in total area, fractal dimensions and a shape factor (P2A), based on the perimeter and on the projected area. Besides, a new parameter was defined in terms of the ratio of filament length to total floc area (LfA). It showed to be very sensitive to the changes in the morphology of the developing granules, and, based upon our granule definition, it was used to determine the granulation time (θg) in our system (120 days). The P_2A factor allowed the quantification of aggregates roughness and was much more sensitive than fractal dimensions. The study was complemented with measurements of specific methanogenic activity (SMA) of the granules in presence of acetate, propionate, butyrate, ethanol and a gas mixture of hydrogen/carbon dioxide.
Main Authors:Araya-Kroff, P.
Other Authors:Amaral, A. L.; Neves, L.; Ferreira, Eugénio C.; Alves, M. M.; Mota, M.
Subject:Granulation time EGSB Methanogenic activity Image analysis
Year:2002
Country:Portugal
Document type:conference paper
Access type:open access
Associated institution:Universidade do Minho
Language:English
Origin:RepositóriUM - Universidade do Minho
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author Araya-Kroff, P.
author2 Amaral, A. L.
Neves, L.
Ferreira, Eugénio C.
Alves, M. M.
Mota, M.
author2_role author
author
author
author
author
author_facet Araya-Kroff, P.
Amaral, A. L.
Neves, L.
Ferreira, Eugénio C.
Alves, M. M.
Mota, M.
author_role author
contributor_name_str_mv Universidade do Minho
country_str PT
creators_json_txt [{\"Person.name\":\"Araya-Kroff, P.\"},{\"Person.name\":\"Amaral, A. L.\"},{\"Person.name\":\"Neves, L.\"},{\"Person.name\":\"Ferreira, Eugénio C.\"},{\"Person.name\":\"Alves, M. M.\"},{\"Person.name\":\"Mota, M.\"}]
datacite.contributors.contributor.contributorName.fl_str_mv Universidade do Minho
datacite.creators.creator.creatorName.fl_str_mv Araya-Kroff, P.
Amaral, A. L.
Neves, L.
Ferreira, Eugénio C.
Alves, M. M.
Mota, M.
datacite.date.Accepted.fl_str_mv 2002-01-01T00:00:00Z
datacite.date.available.fl_str_mv 2005-08-23T10:29:20Z
datacite.date.embargoed.fl_str_mv 2005-08-23T10:29:20Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv Granulation time
EGSB
Methanogenic activity
Image analysis
datacite.titles.title.fl_str_mv Image analysis as a tool to recognize anaerobic granulation time
dc.contributor.none.fl_str_mv Universidade do Minho
dc.creator.none.fl_str_mv Araya-Kroff, P.
Amaral, A. L.
Neves, L.
Ferreira, Eugénio C.
Alves, M. M.
Mota, M.
dc.date.Accepted.fl_str_mv 2002-01-01T00:00:00Z
dc.date.available.fl_str_mv 2005-08-23T10:29:20Z
dc.date.embargoed.fl_str_mv 2005-08-23T10:29:20Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv https://hdl.handle.net/1822/2594
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv IWA Publishing
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv Granulation time
EGSB
Methanogenic activity
Image analysis
dc.title.fl_str_mv Image analysis as a tool to recognize anaerobic granulation time
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_5794
description Image analysis techniques were used to monitor the development of anaerobic granules into an EGSB reactor fed with a synthetic substrate based on glucose (30-40% COD) and volatile fatty acids (70-60% COD) during 400 days. Two types of objects were recognized and quantified: aggregates and free filaments. The aggregates were classified into five ranges based on the equivalent diameter: smaller than 11.3 mm (residual), between 11.3 and 35.7 mm, between 35.7 and 112.8 mm, between 112.8 and 356.8 mm and larger than 356.8 mm. For each size range the following parameters were measured: projected area, number of aggregates, width, length, perimeter, and convex envelop. For filaments, the measurements were: number of free filaments and total free filament length. Other parameters were calculated based upon this data: average equivalent diameter, percentage in number of aggregates, percentage in total area, fractal dimensions and a shape factor (P2A), based on the perimeter and on the projected area. Besides, a new parameter was defined in terms of the ratio of filament length to total floc area (LfA). It showed to be very sensitive to the changes in the morphology of the developing granules, and, based upon our granule definition, it was used to determine the granulation time (θg) in our system (120 days). The P_2A factor allowed the quantification of aggregates roughness and was much more sensitive than fractal dimensions. The study was complemented with measurements of specific methanogenic activity (SMA) of the granules in presence of acetate, propionate, butyrate, ethanol and a gas mixture of hydrogen/carbon dioxide.
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eu_rights_str_mv openAccess
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id rum_0bfcf6472bd2c1c5f2fb5d4cef852a5e
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oai_identifier_str oai:repositorium.uminho.pt:1822/2594
organization_str_mv urn:organizationAcronym:repositorium
person_str_mv Araya-Kroff, P.
Amaral, A. L.
Neves, L.
Ferreira, Eugénio C.
Alves, M. M.
Mota, M.
publishDate 2002
publisher.none.fl_str_mv IWA Publishing
reponame_str RepositóriUM - Universidade do Minho
repository_id_str urn:repositoryAcronym:rum
service_str_mv urn:repositoryAcronym:rum
spelling engIWA PublishingengImage analysis techniques were used to monitor the development of anaerobic granules into an EGSB reactor fed with a synthetic substrate based on glucose (30-40% COD) and volatile fatty acids (70-60% COD) during 400 days. Two types of objects were recognized and quantified: aggregates and free filaments. The aggregates were classified into five ranges based on the equivalent diameter: smaller than 11.3 mm (residual), between 11.3 and 35.7 mm, between 35.7 and 112.8 mm, between 112.8 and 356.8 mm and larger than 356.8 mm. For each size range the following parameters were measured: projected area, number of aggregates, width, length, perimeter, and convex envelop. For filaments, the measurements were: number of free filaments and total free filament length. Other parameters were calculated based upon this data: average equivalent diameter, percentage in number of aggregates, percentage in total area, fractal dimensions and a shape factor (P2A), based on the perimeter and on the projected area. Besides, a new parameter was defined in terms of the ratio of filament length to total floc area (LfA). It showed to be very sensitive to the changes in the morphology of the developing granules, and, based upon our granule definition, it was used to determine the granulation time (θg) in our system (120 days). The P_2A factor allowed the quantification of aggregates roughness and was much more sensitive than fractal dimensions. The study was complemented with measurements of specific methanogenic activity (SMA) of the granules in presence of acetate, propionate, butyrate, ethanol and a gas mixture of hydrogen/carbon dioxide.application/pdfengImage analysis as a tool to recognize anaerobic granulation timeAraya-Kroff, P.Amaral, A. L.Neves, L.Ferreira, Eugénio C.Alves, M. M.Mota, M.HostingInstitutionOrganizationalUniversidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.pt2005-08-23T10:29:20Z20022002-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/2594http://purl.org/coar/access_right/c_abf2open accessGranulation timeEGSBMethanogenic activityImage analysis937173 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://prod-dspace.uminho.pt/bitstreams/cd495e7a-0996-4d86-8a63-5b7a77234092/download
spellingShingle Image analysis as a tool to recognize anaerobic granulation time
Araya-Kroff, P.
Granulation time
EGSB
Methanogenic activity
Image analysis
status SINGLETON
subject.fl_str_mv Granulation time
EGSB
Methanogenic activity
Image analysis
title Image analysis as a tool to recognize anaerobic granulation time
title_full Image analysis as a tool to recognize anaerobic granulation time
title_fullStr Image analysis as a tool to recognize anaerobic granulation time
title_full_unstemmed Image analysis as a tool to recognize anaerobic granulation time
title_short Image analysis as a tool to recognize anaerobic granulation time
title_sort Image analysis as a tool to recognize anaerobic granulation time
topic Granulation time
EGSB
Methanogenic activity
Image analysis
topic_facet Granulation time
EGSB
Methanogenic activity
Image analysis
url https://hdl.handle.net/1822/2594
visible 1