Chemometric classification of amaratanth by use fatty acid composition
- Autores
- Aguilar, E. G.; Cantarelli, Miguel Angel; Marchevsky, Eduardo Jorge; Escudero, N. L.; Camiña, José Manuel
- Año de publicación
- 2012
- Idioma
- inglés
- Tipo de recurso
- documento de conferencia
- Estado
- versión publicada
- Descripción
- In this work, the composition of fatty acids was analyzed in order to obtain a chemometric model for the classification of amaranth varieties seeds: A. cruentus var. candil (Acc), A. hypochondriacus var. dorado (Ahd), A. hypochondriacus line H17a (AH17a) and A. cruentus line G6/17a (AcG6/17a). Chemometric model was performed by linear discriminant analysis (LDA). The results shows that the discriminant model was able to classify correctly all the studied varieties, with 100% of correct classification in all cases, for training and prediction test set. On the other hand, the discriminant functions plot (function 1 vs function 2) showed similarities between A. cruentus var. candil and A. cruentus line G6/17a, while A. hypochondriacus var. dorado and A. hypochondriacus line H17a showed the most important differences with the others ones. As conclusion, LDA in conjunction to fatty acid composition, were able to distinguish between varieties of amaranth, which can be useful as a non expensive method to classify amaranth seeds.
Fil: Aguilar, E. G.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; Argentina
Fil: Cantarelli, Miguel Angel. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Departamento de Química; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis. Instituto de Química de San Luis. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia. Instituto de Química de San Luis; Argentina
Fil: Escudero, N. L.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; Argentina
Fil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; Argentina
XXX Reunión Anual de la Sociedad de Biología de Cuyo
San Luis
Argentina
Sociedad de Biología de Cuyo - Materia
-
CLASSIFICATION
CHEMOMETRIC
AMARANTH
SEEDS
FATTY
ACIDS - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/244099
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Chemometric classification of amaratanth by use fatty acid compositionAguilar, E. G.Cantarelli, Miguel AngelMarchevsky, Eduardo JorgeEscudero, N. L.Camiña, José ManuelCLASSIFICATIONCHEMOMETRICAMARANTHSEEDSFATTYACIDShttps://purl.org/becyt/ford/1.4https://purl.org/becyt/ford/1In this work, the composition of fatty acids was analyzed in order to obtain a chemometric model for the classification of amaranth varieties seeds: A. cruentus var. candil (Acc), A. hypochondriacus var. dorado (Ahd), A. hypochondriacus line H17a (AH17a) and A. cruentus line G6/17a (AcG6/17a). Chemometric model was performed by linear discriminant analysis (LDA). The results shows that the discriminant model was able to classify correctly all the studied varieties, with 100% of correct classification in all cases, for training and prediction test set. On the other hand, the discriminant functions plot (function 1 vs function 2) showed similarities between A. cruentus var. candil and A. cruentus line G6/17a, while A. hypochondriacus var. dorado and A. hypochondriacus line H17a showed the most important differences with the others ones. As conclusion, LDA in conjunction to fatty acid composition, were able to distinguish between varieties of amaranth, which can be useful as a non expensive method to classify amaranth seeds.Fil: Aguilar, E. G.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; ArgentinaFil: Cantarelli, Miguel Angel. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Departamento de Química; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis. Instituto de Química de San Luis. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia. Instituto de Química de San Luis; ArgentinaFil: Escudero, N. L.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; ArgentinaFil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; ArgentinaXXX Reunión Anual de la Sociedad de Biología de CuyoSan LuisArgentinaSociedad de Biología de CuyoBiocell2012info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectCongresoJournalhttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/244099Chemometric classification of amaratanth by use fatty acid composition; XXX Reunión Anual de la Sociedad de Biología de Cuyo; San Luis; Argentina; 2012; 42-420327-9545CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://sbcuyo.org.ar/wp-content/uploads/2017/05/SBdeCuyo-2012.pdfInternacionalinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T09:50:29Zoai:ri.conicet.gov.ar:11336/244099instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 09:50:29.54CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Chemometric classification of amaratanth by use fatty acid composition |
title |
Chemometric classification of amaratanth by use fatty acid composition |
spellingShingle |
Chemometric classification of amaratanth by use fatty acid composition Aguilar, E. G. CLASSIFICATION CHEMOMETRIC AMARANTH SEEDS FATTY ACIDS |
title_short |
Chemometric classification of amaratanth by use fatty acid composition |
title_full |
Chemometric classification of amaratanth by use fatty acid composition |
title_fullStr |
Chemometric classification of amaratanth by use fatty acid composition |
title_full_unstemmed |
Chemometric classification of amaratanth by use fatty acid composition |
title_sort |
Chemometric classification of amaratanth by use fatty acid composition |
dc.creator.none.fl_str_mv |
Aguilar, E. G. Cantarelli, Miguel Angel Marchevsky, Eduardo Jorge Escudero, N. L. Camiña, José Manuel |
author |
Aguilar, E. G. |
author_facet |
Aguilar, E. G. Cantarelli, Miguel Angel Marchevsky, Eduardo Jorge Escudero, N. L. Camiña, José Manuel |
author_role |
author |
author2 |
Cantarelli, Miguel Angel Marchevsky, Eduardo Jorge Escudero, N. L. Camiña, José Manuel |
author2_role |
author author author author |
dc.subject.none.fl_str_mv |
CLASSIFICATION CHEMOMETRIC AMARANTH SEEDS FATTY ACIDS |
topic |
CLASSIFICATION CHEMOMETRIC AMARANTH SEEDS FATTY ACIDS |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.4 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
In this work, the composition of fatty acids was analyzed in order to obtain a chemometric model for the classification of amaranth varieties seeds: A. cruentus var. candil (Acc), A. hypochondriacus var. dorado (Ahd), A. hypochondriacus line H17a (AH17a) and A. cruentus line G6/17a (AcG6/17a). Chemometric model was performed by linear discriminant analysis (LDA). The results shows that the discriminant model was able to classify correctly all the studied varieties, with 100% of correct classification in all cases, for training and prediction test set. On the other hand, the discriminant functions plot (function 1 vs function 2) showed similarities between A. cruentus var. candil and A. cruentus line G6/17a, while A. hypochondriacus var. dorado and A. hypochondriacus line H17a showed the most important differences with the others ones. As conclusion, LDA in conjunction to fatty acid composition, were able to distinguish between varieties of amaranth, which can be useful as a non expensive method to classify amaranth seeds. Fil: Aguilar, E. G.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; Argentina Fil: Cantarelli, Miguel Angel. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Departamento de Química; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Marchevsky, Eduardo Jorge. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis. Instituto de Química de San Luis. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia. Instituto de Química de San Luis; Argentina Fil: Escudero, N. L.. Universidad Nacional de San Luis. Facultad de Química, Bioquímica y Farmacia; Argentina Fil: Camiña, José Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; Argentina XXX Reunión Anual de la Sociedad de Biología de Cuyo San Luis Argentina Sociedad de Biología de Cuyo |
description |
In this work, the composition of fatty acids was analyzed in order to obtain a chemometric model for the classification of amaranth varieties seeds: A. cruentus var. candil (Acc), A. hypochondriacus var. dorado (Ahd), A. hypochondriacus line H17a (AH17a) and A. cruentus line G6/17a (AcG6/17a). Chemometric model was performed by linear discriminant analysis (LDA). The results shows that the discriminant model was able to classify correctly all the studied varieties, with 100% of correct classification in all cases, for training and prediction test set. On the other hand, the discriminant functions plot (function 1 vs function 2) showed similarities between A. cruentus var. candil and A. cruentus line G6/17a, while A. hypochondriacus var. dorado and A. hypochondriacus line H17a showed the most important differences with the others ones. As conclusion, LDA in conjunction to fatty acid composition, were able to distinguish between varieties of amaranth, which can be useful as a non expensive method to classify amaranth seeds. |
publishDate |
2012 |
dc.date.none.fl_str_mv |
2012 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject Congreso Journal http://purl.org/coar/resource_type/c_5794 info:ar-repo/semantics/documentoDeConferencia |
status_str |
publishedVersion |
format |
conferenceObject |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/244099 Chemometric classification of amaratanth by use fatty acid composition; XXX Reunión Anual de la Sociedad de Biología de Cuyo; San Luis; Argentina; 2012; 42-42 0327-9545 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/244099 |
identifier_str_mv |
Chemometric classification of amaratanth by use fatty acid composition; XXX Reunión Anual de la Sociedad de Biología de Cuyo; San Luis; Argentina; 2012; 42-42 0327-9545 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
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info:eu-repo/semantics/altIdentifier/url/https://sbcuyo.org.ar/wp-content/uploads/2017/05/SBdeCuyo-2012.pdf |
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info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
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openAccess |
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https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
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Internacional |
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Biocell |
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Biocell |
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reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
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