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| Registros recuperados : 58 | |
| Registros recuperados : 58 | |
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Registro Completo
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Biblioteca(s): |
Embrapa Semiárido. |
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Data corrente: |
20/07/2023 |
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Data da última atualização: |
20/07/2023 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Circulação/Nível: |
B - 2 |
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Autoria: |
BELLOTTO, A. C. V. M.; COSER, W.; AMARANTE, C. V. T. do; STEFFENS, C. A.; ARGENTA, L. C.; FREITAS, S. T. de. |
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Afiliação: |
ÁDINA CRISTINA VAZ MORAES BELLOTTO, Universidade do Estado de Santa Catarina. Lages, SC; WILLIAM COSER, Universidade do Estado de Santa Catarina. Lages, SC; CASSANDRO VIDAL TALAMINI DO AMARANTE, Universidade do Estado de Santa Catarina. Lages, SC; CRISTIANO ANDRÉ STEFFENS, Universidade do Estado de Santa Catarina. Lages, SC; LUIZ CARLOS ARGENTA, EMPASC; SERGIO TONETTO DE FREITAS, CPATSA. |
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Título: |
VIS-NIR portable espectrometer for non-destructive assessment of maturity and quality of Gala apples. |
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Ano de publicação: |
2023 |
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Fonte/Imprenta: |
Revista Brasileira de Fruticultura, v. 45, e-660, 2023. |
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DOI: |
https://dx.doi.org/10.1590/0100-29452023660 |
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Idioma: |
Inglês |
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Conteúdo: |
Visible and near infrared (VIS-NIR) spectroscopy is a non-destructive, fast, practical and reliable technique to determine maturity and quality attributes in apple fruit. However, the effects of cultivar and growing conditions on the predictive performance of the equipment must be determined before its commercial application in the apple industry. This study was carried out to evaluate the efficiency of a VIS-NIR portable spectrometer for fast and non-destructive determination of quality attributes in apples of the ?Gala? group (?Maxi Gala?, ?Royal Gala?, ?Imperial Gala? and ?Galaxy?) harvested in three commercial orchards (corresponding to the production sites: Vacaria, Fraiburgo and São Joaquim) in Southern Brazil. At the commercial harvest and after three months of cold storage (1.5 ± 0.3 ºC and relative humidity of 92 ± 2%), fruit were assessed in terms of spectral data in the wavelength range between 310 and 1100 nm with a VIS-NIR portable spectrometer. After collecting the spectral data, fruit were submitted to physicochemical analysis of dry matter (DM), soluble solids content (SSC), flesh firmness and texture. The calibration models were developed using three sets of spectral and physicochemical data: (1) without separating by cultivar and orchard; (2): separating by cultivar, regardless of orchard; (3): separating by cultivar and by orchard. The calibration models were obtained by the partial least squares (PLS) regression technique. The accuracy of the calibration models for each dataset was evaluated in the validation step considering the values of the relative root mean square error of cross-validation (RMSECVr ? 10%). Models developed for each cultivar in each orchard (location) were more accurate and efficient to assess DM, SSC and flesh firmness, compared to the models developed for each cultivar, regardless of orchard, or without separating by cultivar and by orchard. Therefore, VIS-NIR spectrometer is a promising tool for the rapid and non-destructive analysis of quality attributes in ?Gala? apples. However, the equip- ment must be calibrated for each cultivar (?Maxi Gala?, ?Royal Gala?, ?Imperial Gala? and ?Galaxy?) and growing condition (orchard) in order to obtain more precise analyses of DM, SSC and flesh firmness in the fruit. MenosVisible and near infrared (VIS-NIR) spectroscopy is a non-destructive, fast, practical and reliable technique to determine maturity and quality attributes in apple fruit. However, the effects of cultivar and growing conditions on the predictive performance of the equipment must be determined before its commercial application in the apple industry. This study was carried out to evaluate the efficiency of a VIS-NIR portable spectrometer for fast and non-destructive determination of quality attributes in apples of the ?Gala? group (?Maxi Gala?, ?Royal Gala?, ?Imperial Gala? and ?Galaxy?) harvested in three commercial orchards (corresponding to the production sites: Vacaria, Fraiburgo and São Joaquim) in Southern Brazil. At the commercial harvest and after three months of cold storage (1.5 ± 0.3 ºC and relative humidity of 92 ± 2%), fruit were assessed in terms of spectral data in the wavelength range between 310 and 1100 nm with a VIS-NIR portable spectrometer. After collecting the spectral data, fruit were submitted to physicochemical analysis of dry matter (DM), soluble solids content (SSC), flesh firmness and texture. The calibration models were developed using three sets of spectral and physicochemical data: (1) without separating by cultivar and orchard; (2): separating by cultivar, regardless of orchard; (3): separating by cultivar and by orchard. The calibration models were obtained by the partial least squares (PLS) regression technique. The accuracy of the calibration ... Mostrar Tudo |
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Palavras-Chave: |
Amadurecimento; Análise não destrutiva; Calibração multivariada; Espectroscopia; Non-destructive analysis; Qualidade da maçã; VIS-NIR. |
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Thesagro: |
Maçã; Maturação. |
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Thesaurus NAL: |
Apples; Maturity stage; Spectroscopy. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1155077/1/VIS-NIR-portable-espectrometer-for-non-destructive-assessment-of-maturity-and-quality-of-Gala-apples-2023.pdf
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Marc: |
LEADER 03309naa a2200337 a 4500
001 2155077
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024 7 $ahttps://dx.doi.org/10.1590/0100-29452023660$2DOI
100 1 $aBELLOTTO, A. C. V. M.
245 $aVIS-NIR portable espectrometer for non-destructive assessment of maturity and quality of Gala apples.$h[electronic resource]
260 $c2023
520 $aVisible and near infrared (VIS-NIR) spectroscopy is a non-destructive, fast, practical and reliable technique to determine maturity and quality attributes in apple fruit. However, the effects of cultivar and growing conditions on the predictive performance of the equipment must be determined before its commercial application in the apple industry. This study was carried out to evaluate the efficiency of a VIS-NIR portable spectrometer for fast and non-destructive determination of quality attributes in apples of the ?Gala? group (?Maxi Gala?, ?Royal Gala?, ?Imperial Gala? and ?Galaxy?) harvested in three commercial orchards (corresponding to the production sites: Vacaria, Fraiburgo and São Joaquim) in Southern Brazil. At the commercial harvest and after three months of cold storage (1.5 ± 0.3 ºC and relative humidity of 92 ± 2%), fruit were assessed in terms of spectral data in the wavelength range between 310 and 1100 nm with a VIS-NIR portable spectrometer. After collecting the spectral data, fruit were submitted to physicochemical analysis of dry matter (DM), soluble solids content (SSC), flesh firmness and texture. The calibration models were developed using three sets of spectral and physicochemical data: (1) without separating by cultivar and orchard; (2): separating by cultivar, regardless of orchard; (3): separating by cultivar and by orchard. The calibration models were obtained by the partial least squares (PLS) regression technique. The accuracy of the calibration models for each dataset was evaluated in the validation step considering the values of the relative root mean square error of cross-validation (RMSECVr ? 10%). Models developed for each cultivar in each orchard (location) were more accurate and efficient to assess DM, SSC and flesh firmness, compared to the models developed for each cultivar, regardless of orchard, or without separating by cultivar and by orchard. Therefore, VIS-NIR spectrometer is a promising tool for the rapid and non-destructive analysis of quality attributes in ?Gala? apples. However, the equip- ment must be calibrated for each cultivar (?Maxi Gala?, ?Royal Gala?, ?Imperial Gala? and ?Galaxy?) and growing condition (orchard) in order to obtain more precise analyses of DM, SSC and flesh firmness in the fruit.
650 $aApples
650 $aMaturity stage
650 $aSpectroscopy
650 $aMaçã
650 $aMaturação
653 $aAmadurecimento
653 $aAnálise não destrutiva
653 $aCalibração multivariada
653 $aEspectroscopia
653 $aNon-destructive analysis
653 $aQualidade da maçã
653 $aVIS-NIR
700 1 $aCOSER, W.
700 1 $aAMARANTE, C. V. T. do
700 1 $aSTEFFENS, C. A.
700 1 $aARGENTA, L. C.
700 1 $aFREITAS, S. T. de
773 $tRevista Brasileira de Fruticultura$gv. 45, e-660, 2023.
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Embrapa Semiárido (CPATSA) |
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