A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy
[EN] A non-destructive method based on external visible and near-infrared reflection spectroscopy for determining the internal quality of intact mango cv. ‘Osteen’ was investigated. An internal quality index, well correlated with the ripening index of the samples, was developed based on the combinat...
| Autores: | , , , , , |
|---|---|
| Tipo de recurso: | artículo |
| Fecha de publicación: | 2016 |
| País: | España |
| Institución: | Universitat Politècnica de València (UPV) |
| Repositorio: | RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
| Idioma: | inglés |
| OAI Identifier: | oai:riunet.upv.es:10251/66179 |
| Acceso en línea: | https://riunet.upv.es/handle/10251/66179 |
| Access Level: | acceso abierto |
| Palabra clave: | Reflection spectroscopy Fruit Quality Quemometrics Non-destructive PRODUCCION VEGETAL TECNOLOGIA DE ALIMENTOS INGENIERIA AGROFORESTAL EXPRESION GRAFICA EN LA INGENIERIA |
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España |
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| dc.title.none.fl_str_mv |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| title |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| spellingShingle |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy Cortés López, Victoria Reflection spectroscopy Fruit Quality Quemometrics Non-destructive PRODUCCION VEGETAL TECNOLOGIA DE ALIMENTOS INGENIERIA AGROFORESTAL EXPRESION GRAFICA EN LA INGENIERIA |
| title_short |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| title_full |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| title_fullStr |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| title_full_unstemmed |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| title_sort |
A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopy |
| dc.creator.none.fl_str_mv |
Cortés López, Victoria Blasco Ivars, José Cubero García, Sergio Ortiz Sánchez, María Coral|||0000-0002-2744-6964 Aleixos Borrás, María Nuria|||0000-0001-6051-3375 Talens Oliag, Pau|||0000-0001-7318-3336 |
| author |
Cortés López, Victoria |
| author_facet |
Cortés López, Victoria Blasco Ivars, José Cubero García, Sergio Ortiz Sánchez, María Coral|||0000-0002-2744-6964 Aleixos Borrás, María Nuria|||0000-0001-6051-3375 Talens Oliag, Pau|||0000-0001-7318-3336 |
| author_role |
author |
| author2 |
Blasco Ivars, José Cubero García, Sergio Ortiz Sánchez, María Coral|||0000-0002-2744-6964 Aleixos Borrás, María Nuria|||0000-0001-6051-3375 Talens Oliag, Pau|||0000-0001-7318-3336 |
| author2_role |
author author author author author |
| dc.contributor.none.fl_str_mv |
Departamento de Tecnología de Alimentos Departamento de Ingeniería Rural y Agroalimentaria Departamento de Ingeniería Gráfica Instituto Universitario de Ingeniería de Alimentos (FoodUPV) Escuela Técnica Superior de Ingeniería Industrial Escuela Técnica Superior de Ingeniería Agronómica y del Medio Natural Grupo de Mecanización y Tecnología Agraria Grupo de Investigación e Innovación Alimentaria Generalitat Valenciana Ministerio de Economía y Competitividad Ministerio de Educación, Cultura y Deporte Repositorio Institucional de la Universitat Politècnica de València Riunet |
| dc.subject.none.fl_str_mv |
Reflection spectroscopy Fruit Quality Quemometrics Non-destructive PRODUCCION VEGETAL TECNOLOGIA DE ALIMENTOS INGENIERIA AGROFORESTAL EXPRESION GRAFICA EN LA INGENIERIA |
| topic |
Reflection spectroscopy Fruit Quality Quemometrics Non-destructive PRODUCCION VEGETAL TECNOLOGIA DE ALIMENTOS INGENIERIA AGROFORESTAL EXPRESION GRAFICA EN LA INGENIERIA |
| description |
[EN] A non-destructive method based on external visible and near-infrared reflection spectroscopy for determining the internal quality of intact mango cv. ‘Osteen’ was investigated. An internal quality index, well correlated with the ripening index of the samples, was developed based on the combination of a biochemical property (total soluble solids) and physical properties (firmness and flesh colour) of mango samples. The diffuse reflectance spectra of the samples were recorded and used to predict the internal quality and the ripening index. These spectra were obtained using different spectroscopic external measurement sensors involving a spectrometer, capable of measuring in different spectral ranges (600– 1100 nm and 900–1750 nm), and also a spectrocolorimeter that measured in the visible range (400– 700 nm). Three regression models were developed by partial least squares to establish the relationship between spectra and indices. Good results in the prediction of internal quality of the samples were obtained using the full spectral range (Rp 2 = 0.833–0.879, RMSEP = 0.403–0.507 and RPD = 2.341–2.826) and some selected wavelengths (Rp 2 = 0.815–0.896, RMSEP = 0.403–0.537 and RPD = 2.060–2.905). The results obtained from this study revealed that external visible and near-infrared reflection spectroscopy can be used as a non-destructive method to determine the internal quality of mango cv. ‘Osteen’. |
| publishDate |
2016 |
| dc.date.none.fl_str_mv |
2016 2016-04-27 |
| dc.type.none.fl_str_mv |
journal article http://purl.org/coar/resource_type/c_6501 VoR http://purl.org/coar/version/c_970fb48d4fbd8a85 |
| dc.type.openaire.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.none.fl_str_mv |
https://riunet.upv.es/handle/10251/66179 |
| url |
https://riunet.upv.es/handle/10251/66179 |
| dc.language.none.fl_str_mv |
Inglés eng |
| language_invalid_str_mv |
Inglés |
| language |
eng |
| dc.relation.none.fl_str_mv |
Generalitat Valenciana https://doi.org/10.13039/501100003359 AICO%2F2015%2F122 Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-01 Nuevas técnicas de inspección basadas en espectrometría para la estimación de propiedades y determinación automática de la calidad interna y sanidad de productos agroalimentarios aplicadas a líneas de inspección y manipulación (SPEC-DACSA) Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-02 Nuevas técnicas de manipulación usando sensorización integrada para la estimación de propiedades y determinación automática de la calidad y sanidad de la producción agroalimentaria en líneas de inspección y manipulación (MANI-DACSA) Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-03 Nuevas técnicas de inspección basadas en visión por computador multiespectral para la estimación de propiedades y determinación automática de la calidad y sanidad de la producción agroalimentaria en líneas de inspección y manipulación (VIS-DACSA) Ministerio de Educación y Cultura http://dx.doi.org/10.13039/501100003176 FPU13%2F04202 FPU13%2F04202 |
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open access http://purl.org/coar/access_right/c_abf2 Reserva de todos los derechos http://rightsstatements.org/vocab/InC/1.0/ |
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info:eu-repo/semantics/openAccess |
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open access http://purl.org/coar/access_right/c_abf2 Reserva de todos los derechos http://rightsstatements.org/vocab/InC/1.0/ |
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openAccess |
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application/pdf application/pdf |
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Elsevier |
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Elsevier |
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reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia instname:Universitat Politècnica de València (UPV) |
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Universitat Politècnica de València (UPV) |
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RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
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RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia |
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A new internal quality index for mango and its predicción by external visible and near-infrared reflection spectroscopyCortés López, VictoriaBlasco Ivars, JoséCubero García, SergioOrtiz Sánchez, María Coral|||0000-0002-2744-6964Aleixos Borrás, María Nuria|||0000-0001-6051-3375Talens Oliag, Pau|||0000-0001-7318-3336Reflection spectroscopyFruitQualityQuemometricsNon-destructivePRODUCCION VEGETALTECNOLOGIA DE ALIMENTOSINGENIERIA AGROFORESTALEXPRESION GRAFICA EN LA INGENIERIA[EN] A non-destructive method based on external visible and near-infrared reflection spectroscopy for determining the internal quality of intact mango cv. ‘Osteen’ was investigated. An internal quality index, well correlated with the ripening index of the samples, was developed based on the combination of a biochemical property (total soluble solids) and physical properties (firmness and flesh colour) of mango samples. The diffuse reflectance spectra of the samples were recorded and used to predict the internal quality and the ripening index. These spectra were obtained using different spectroscopic external measurement sensors involving a spectrometer, capable of measuring in different spectral ranges (600– 1100 nm and 900–1750 nm), and also a spectrocolorimeter that measured in the visible range (400– 700 nm). Three regression models were developed by partial least squares to establish the relationship between spectra and indices. Good results in the prediction of internal quality of the samples were obtained using the full spectral range (Rp 2 = 0.833–0.879, RMSEP = 0.403–0.507 and RPD = 2.341–2.826) and some selected wavelengths (Rp 2 = 0.815–0.896, RMSEP = 0.403–0.537 and RPD = 2.060–2.905). The results obtained from this study revealed that external visible and near-infrared reflection spectroscopy can be used as a non-destructive method to determine the internal quality of mango cv. ‘Osteen’.This work was partially funded by the Conselleria d' Educació, Investigació, Cultura i Esport, Generalitat Valenciana, through the project AICO/2015/122 and by the INIA through the projects RTA2012-00062-C04-01, 02 and 03 with the support of FEDER funds. V. Cortés López thanks the Spanish MEC for the FPU grant (FPU13/04202).ElsevierDepartamento de Tecnología de AlimentosDepartamento de Ingeniería Rural y AgroalimentariaDepartamento de Ingeniería GráficaInstituto Universitario de Ingeniería de Alimentos (FoodUPV)Escuela Técnica Superior de Ingeniería IndustrialEscuela Técnica Superior de Ingeniería Agronómica y del Medio NaturalGrupo de Mecanización y Tecnología AgrariaGrupo de Investigación e Innovación AlimentariaGeneralitat ValencianaMinisterio de Economía y CompetitividadMinisterio de Educación, Cultura y DeporteRepositorio Institucional de la Universitat Politècnica de València Riunet20162016-04-27journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/66179reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengGeneralitat Valenciana https://doi.org/10.13039/501100003359 AICO%2F2015%2F122Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-01 Nuevas técnicas de inspección basadas en espectrometría para la estimación de propiedades y determinación automática de la calidad interna y sanidad de productos agroalimentarios aplicadas a líneas de inspección y manipulación (SPEC-DACSA)Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-02 Nuevas técnicas de manipulación usando sensorización integrada para la estimación de propiedades y determinación automática de la calidad y sanidad de la producción agroalimentaria en líneas de inspección y manipulación (MANI-DACSA)Ministerio de Economía y Competitividad http://dx.doi.org/10.13039/501100003329 RTA2012-00062-C04-03 Nuevas técnicas de inspección basadas en visión por computador multiespectral para la estimación de propiedades y determinación automática de la calidad y sanidad de la producción agroalimentaria en líneas de inspección y manipulación (VIS-DACSA)Ministerio de Educación y Cultura http://dx.doi.org/10.13039/501100003176 FPU13%2F04202 FPU13%2F04202open accesshttp://purl.org/coar/access_right/c_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/661792026-06-13T07:49:27Z |
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15,300719 |