Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)

The genus Diplotaxis, comprising 32 or 34 species, plus several additional infraspecific taxa, displays a considerable degree of heterogeneity in the morphology, molecular markers, chromosome numbers and geographical amplitude of the species. The taxonomic relationships within the genus Diplotaxis w...

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Glavni avtor: Martínez, J. (author)
Drugi avtorji: Grillo, O. (author), Venora, G. (author)
Format: article
Izdano: 2017
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Online dostop:http://dx.doi.org/10.1080/14772000.2012.658881
http://dspace.utpl.edu.ec/handle/123456789/19221
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author Martínez, J.
author2 Grillo, O.
Venora, G.
author2_role author
author
author_facet Martínez, J.
Grillo, O.
Venora, G.
author_role author
collection Repositorio Universidad Técnica Particular de Loja
dc.creator.none.fl_str_mv Martínez, J.
Grillo, O.
Venora, G.
dc.date.none.fl_str_mv 16/01/2012
2017-06-16T22:03:09Z
2017-06-16T22:03:09Z
dc.identifier.none.fl_str_mv http://dx.doi.org/10.1080/14772000.2012.658881
14772000
http://dx.doi.org/10.1080/14772000.2012.658881
http://dspace.utpl.edu.ec/handle/123456789/19221
dc.language.none.fl_str_mv Inglés
dc.publisher.none.fl_str_mv Systematics and Biodiversity
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Técnica Particular de Loja
instname:Universidad Técnica Particular de Loja
instacron:UTPL
dc.subject.none.fl_str_mv computer vision
germplasm characterisation
linear discriminant analysis
morpho
colorimetric measurements
seed identification
statistical classification
dc.title.none.fl_str_mv Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description The genus Diplotaxis, comprising 32 or 34 species, plus several additional infraspecific taxa, displays a considerable degree of heterogeneity in the morphology, molecular markers, chromosome numbers and geographical amplitude of the species. The taxonomic relationships within the genus Diplotaxis were investigated by phenetic characterisation of germplasm belonging to 27 taxa of the genus, because there is an increasing interest in Diplotaxis, since some of its species (D. tenuifolia, D. muralis) are gathered or cultivated for human consumption, whereas others are frequent arable weeds (D. erucoides) in many European vineyards. Using a computer-aided vision system, 33 morpho-colorimetric features of seeds were electronically measured. The data were used to implement a statistical classifier, which is able to discriminate the taxa within the genus Diplotaxis, in order to compare the resulting species grouping with the current infrageneric systematics of this genus. Despite the high heterogeneity of the samples, due to the great intra-population variability, the stepwise Linear Discriminant Analysis method, applied to distinguish the groups, was able to reach over 80% correct identification. The results obtained allowed us to confirm the current taxonomic position of most taxa and suggested the taxonomic position of others for reconsideration. © 2012 The Natural History Museum.
eu_rights_str_mv openAccess
format article
id UTPL_3060c8e3ca8c2ff3fb6df7bebd4328df
identifier_str_mv 14772000
instacron_str UTPL
institution UTPL
instname_str Universidad Técnica Particular de Loja
language_invalid_str_mv Inglés
network_acronym_str UTPL
network_name_str Repositorio Universidad Técnica Particular de Loja
oai_identifier_str oai:dspace.utpl.edu.ec:123456789/19221
publishDate 2017
publisher.none.fl_str_mv Systematics and Biodiversity
reponame_str Repositorio Universidad Técnica Particular de Loja
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Técnica Particular de Loja - Universidad Técnica Particular de Loja
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spelling Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)Martínez, J.Grillo, O.Venora, G.computer visiongermplasm characterisationlinear discriminant analysismorphocolorimetric measurementsseed identificationstatistical classificationThe genus Diplotaxis, comprising 32 or 34 species, plus several additional infraspecific taxa, displays a considerable degree of heterogeneity in the morphology, molecular markers, chromosome numbers and geographical amplitude of the species. The taxonomic relationships within the genus Diplotaxis were investigated by phenetic characterisation of germplasm belonging to 27 taxa of the genus, because there is an increasing interest in Diplotaxis, since some of its species (D. tenuifolia, D. muralis) are gathered or cultivated for human consumption, whereas others are frequent arable weeds (D. erucoides) in many European vineyards. Using a computer-aided vision system, 33 morpho-colorimetric features of seeds were electronically measured. The data were used to implement a statistical classifier, which is able to discriminate the taxa within the genus Diplotaxis, in order to compare the resulting species grouping with the current infrageneric systematics of this genus. Despite the high heterogeneity of the samples, due to the great intra-population variability, the stepwise Linear Discriminant Analysis method, applied to distinguish the groups, was able to reach over 80% correct identification. The results obtained allowed us to confirm the current taxonomic position of most taxa and suggested the taxonomic position of others for reconsideration. © 2012 The Natural History Museum.Systematics and Biodiversity2017-06-16T22:03:09Z2017-06-16T22:03:09Z16/01/2012info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1080/14772000.2012.65888114772000http://dx.doi.org/10.1080/14772000.2012.658881http://dspace.utpl.edu.ec/handle/123456789/19221Inglésinfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad Técnica Particular de Lojainstname:Universidad Técnica Particular de Lojainstacron:UTPL2017-06-16T22:03:09Zoai:dspace.utpl.edu.ec:123456789/19221Institucionalhttps://dspace.utpl.edu.ec/Institución privadahttps://www.utpl.edu.ec/https://dspace.utpl.edu.ec/oai.Ecuador...opendoar:12272017-06-16T22:03:09Repositorio Universidad Técnica Particular de Loja - Universidad Técnica Particular de Lojafalse
spellingShingle Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
Martínez, J.
computer vision
germplasm characterisation
linear discriminant analysis
morpho
colorimetric measurements
seed identification
statistical classification
status_str publishedVersion
title Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
title_full Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
title_fullStr Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
title_full_unstemmed Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
title_short Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
title_sort Seed image analysis and taxonomy of Diplotaxis DC. (Brassicaceae, Brassiceae)
topic computer vision
germplasm characterisation
linear discriminant analysis
morpho
colorimetric measurements
seed identification
statistical classification
url http://dx.doi.org/10.1080/14772000.2012.658881
http://dspace.utpl.edu.ec/handle/123456789/19221