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Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches
Harvest maturity is closely related to peach fruit quality and has a very important effect on the fresh fruit market. Unfortunately, at present, it is difficult to determine the maturity level of peach fruits by artificial methods. The objectives of this study were to develop quadratic polynomial re...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5432102/ https://www.ncbi.nlm.nih.gov/pubmed/28505165 http://dx.doi.org/10.1371/journal.pone.0177511 |
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author | Zhang, Binbin Peng, Bin Zhang, Chunhua Song, Zhizhong Ma, Ruijuan |
author_facet | Zhang, Binbin Peng, Bin Zhang, Chunhua Song, Zhizhong Ma, Ruijuan |
author_sort | Zhang, Binbin |
collection | PubMed |
description | Harvest maturity is closely related to peach fruit quality and has a very important effect on the fresh fruit market. Unfortunately, at present, it is difficult to determine the maturity level of peach fruits by artificial methods. The objectives of this study were to develop quadratic polynomial regression models using near-infrared spectroscopy that could determine the peel color difference, fruit firmness, soluble solids content (SSC), soluble sugar, organic acid components, and their relationships with the absorbance of chlorophyll (index of absorbance difference, I(AD)) in late maturing ‘Xiahui 8’ peach and ‘Xiaguang’ nectarine fruits. The analysis was based on data for fruits at veraison, fruits at harvesting maturity, and all fruits. The results showed that firmness has the highest correlation coefficient with I(AD). Prediction models for fruit maturity were established between firmness and the I(AD) of the two cultivars using the quadratic polynomial regression method. Further variance analysis on the one degree term and quadratic term of each equation showed that every partial regression coefficient reached a significant or extremely significant level. No significant difference was observed between estimated and observed values after regression prediction. The regression equations seem to fit well. Other peach and nectarine varieties were used to test the feasibility of maturity prediction by this method, and it was found that maturity was successfully predicted in all the samples. The result indicated that the I(AD) can be used as an index to predict peach fruit maturity. |
format | Online Article Text |
id | pubmed-5432102 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-54321022017-05-26 Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches Zhang, Binbin Peng, Bin Zhang, Chunhua Song, Zhizhong Ma, Ruijuan PLoS One Research Article Harvest maturity is closely related to peach fruit quality and has a very important effect on the fresh fruit market. Unfortunately, at present, it is difficult to determine the maturity level of peach fruits by artificial methods. The objectives of this study were to develop quadratic polynomial regression models using near-infrared spectroscopy that could determine the peel color difference, fruit firmness, soluble solids content (SSC), soluble sugar, organic acid components, and their relationships with the absorbance of chlorophyll (index of absorbance difference, I(AD)) in late maturing ‘Xiahui 8’ peach and ‘Xiaguang’ nectarine fruits. The analysis was based on data for fruits at veraison, fruits at harvesting maturity, and all fruits. The results showed that firmness has the highest correlation coefficient with I(AD). Prediction models for fruit maturity were established between firmness and the I(AD) of the two cultivars using the quadratic polynomial regression method. Further variance analysis on the one degree term and quadratic term of each equation showed that every partial regression coefficient reached a significant or extremely significant level. No significant difference was observed between estimated and observed values after regression prediction. The regression equations seem to fit well. Other peach and nectarine varieties were used to test the feasibility of maturity prediction by this method, and it was found that maturity was successfully predicted in all the samples. The result indicated that the I(AD) can be used as an index to predict peach fruit maturity. Public Library of Science 2017-05-15 /pmc/articles/PMC5432102/ /pubmed/28505165 http://dx.doi.org/10.1371/journal.pone.0177511 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zhang, Binbin Peng, Bin Zhang, Chunhua Song, Zhizhong Ma, Ruijuan Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title | Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title_full | Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title_fullStr | Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title_full_unstemmed | Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title_short | Determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (I(AD)) for peaches |
title_sort | determination of fruit maturity and its prediction model based on the pericarp index of absorbance difference (i(ad)) for peaches |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5432102/ https://www.ncbi.nlm.nih.gov/pubmed/28505165 http://dx.doi.org/10.1371/journal.pone.0177511 |
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