Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy

Detalhes bibliográficos
Autor(a) principal: Paulo, L.
Data de Publicação: 2015
Outros Autores: Resende, M., Nunes, A., Pintado, Cristina Miguel, Antunes, P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.11/7068
Resumo: The development of sensors to measure fruit internal quality variables is one of the challenges of post-harvest technology. Visible-near infrared spectroscopy (Vis/NIRS) has been a promise technique for nondestructive fruit quality assessment. This study was focused to evaluate the use of Vis/NIRS in measuring the quality parameters of intact mandarin orange fruit (Citrus clementina). The parameters studied were: firmness, color (CIEL*a*b*), peel thickness, soluble solids content (SSC), pH and total acidity (TA). A total of 120 mandarin fruit with different maturation were sampled. Reflectance NIR spectra were collected in four points of each fruit and the fruits were posteriorly analyzed for the physico-chemical parameters. Prediction models were selected based on the highest r2, lowest standard error of calibration (RMSEC) and lower number of factors used in the calculation. For color parameters (L*, a*, and b*) model had a mean square error of calibration (RMSEC) of 0.877, 1.780 and 1.589 and coefficient determination (r2) of 0.923, 0.963 and 0.852, respectively. The proposed model for the SSC had a RMSEC of 0.314 and r2 of 0.749. The results indicate that Vis/NIRS technique could provide an accurate, reliable and nondestructive method for assessing the internal quality indices.
id RCAP_28fb6ed1c07413bbdbc7a5a1490ef296
oai_identifier_str oai:repositorio.ipcb.pt:10400.11/7068
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopymaturationVis/NIRSchemometricsThe development of sensors to measure fruit internal quality variables is one of the challenges of post-harvest technology. Visible-near infrared spectroscopy (Vis/NIRS) has been a promise technique for nondestructive fruit quality assessment. This study was focused to evaluate the use of Vis/NIRS in measuring the quality parameters of intact mandarin orange fruit (Citrus clementina). The parameters studied were: firmness, color (CIEL*a*b*), peel thickness, soluble solids content (SSC), pH and total acidity (TA). A total of 120 mandarin fruit with different maturation were sampled. Reflectance NIR spectra were collected in four points of each fruit and the fruits were posteriorly analyzed for the physico-chemical parameters. Prediction models were selected based on the highest r2, lowest standard error of calibration (RMSEC) and lower number of factors used in the calculation. For color parameters (L*, a*, and b*) model had a mean square error of calibration (RMSEC) of 0.877, 1.780 and 1.589 and coefficient determination (r2) of 0.923, 0.963 and 0.852, respectively. The proposed model for the SSC had a RMSEC of 0.314 and r2 of 0.749. The results indicate that Vis/NIRS technique could provide an accurate, reliable and nondestructive method for assessing the internal quality indices.Sociedade Espanhola de Ciências HorticolasRepositório Científico do Instituto Politécnico de Castelo BrancoPaulo, L.Resende, M.Nunes, A.Pintado, Cristina MiguelAntunes, P.2020-04-13T17:40:32Z20152015-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.11/7068engPaulo L, Resende M, Nunes A, Miguel Pintado C, Antunes P (2015), Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy, Actas de Horticultura, 71: 302-305.info: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:RCAAP2023-01-16T11:47:18Zoai:repositorio.ipcb.pt:10400.11/7068Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:37:39.065390Repositório 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 Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
title Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
spellingShingle Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
Paulo, L.
maturation
Vis/NIRS
chemometrics
title_short Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
title_full Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
title_fullStr Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
title_full_unstemmed Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
title_sort Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy
author Paulo, L.
author_facet Paulo, L.
Resende, M.
Nunes, A.
Pintado, Cristina Miguel
Antunes, P.
author_role author
author2 Resende, M.
Nunes, A.
Pintado, Cristina Miguel
Antunes, P.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório Científico do Instituto Politécnico de Castelo Branco
dc.contributor.author.fl_str_mv Paulo, L.
Resende, M.
Nunes, A.
Pintado, Cristina Miguel
Antunes, P.
dc.subject.por.fl_str_mv maturation
Vis/NIRS
chemometrics
topic maturation
Vis/NIRS
chemometrics
description The development of sensors to measure fruit internal quality variables is one of the challenges of post-harvest technology. Visible-near infrared spectroscopy (Vis/NIRS) has been a promise technique for nondestructive fruit quality assessment. This study was focused to evaluate the use of Vis/NIRS in measuring the quality parameters of intact mandarin orange fruit (Citrus clementina). The parameters studied were: firmness, color (CIEL*a*b*), peel thickness, soluble solids content (SSC), pH and total acidity (TA). A total of 120 mandarin fruit with different maturation were sampled. Reflectance NIR spectra were collected in four points of each fruit and the fruits were posteriorly analyzed for the physico-chemical parameters. Prediction models were selected based on the highest r2, lowest standard error of calibration (RMSEC) and lower number of factors used in the calculation. For color parameters (L*, a*, and b*) model had a mean square error of calibration (RMSEC) of 0.877, 1.780 and 1.589 and coefficient determination (r2) of 0.923, 0.963 and 0.852, respectively. The proposed model for the SSC had a RMSEC of 0.314 and r2 of 0.749. The results indicate that Vis/NIRS technique could provide an accurate, reliable and nondestructive method for assessing the internal quality indices.
publishDate 2015
dc.date.none.fl_str_mv 2015
2015-01-01T00:00:00Z
2020-04-13T17:40:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.11/7068
url http://hdl.handle.net/10400.11/7068
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Paulo L, Resende M, Nunes A, Miguel Pintado C, Antunes P (2015), Non-destructive measurement of mandarin orange quality parameters with visible -near infrared spectroscopy, Actas de Horticultura, 71: 302-305.
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Sociedade Espanhola de Ciências Horticolas
publisher.none.fl_str_mv Sociedade Espanhola de Ciências Horticolas
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799130839444881408