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The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters
The cultivar and fertilization can affect the physicochemical properties of pepper fruit. This study aimed at estimating the content of α-carotene, β-carotene, total carotenoids, and the total sugars of unfertilized pepper and samples treated with natural fertilizers based on texture parameters dete...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252719/ https://www.ncbi.nlm.nih.gov/pubmed/37297366 http://dx.doi.org/10.3390/foods12112123 |
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author | Ropelewska, Ewa Szwejda-Grzybowska, Justyna |
author_facet | Ropelewska, Ewa Szwejda-Grzybowska, Justyna |
author_sort | Ropelewska, Ewa |
collection | PubMed |
description | The cultivar and fertilization can affect the physicochemical properties of pepper fruit. This study aimed at estimating the content of α-carotene, β-carotene, total carotenoids, and the total sugars of unfertilized pepper and samples treated with natural fertilizers based on texture parameters determined using image analysis. Pearson’s correlation coefficients, scatter plots, regression equations, and coefficients of determination were determined. For red pepper Sprinter F(1), the correlation coefficient (R) reached 0.9999 for a texture from color channel B and −0.9999 for a texture from channel Y for the content of α-carotene, −0.9998 (channel a) for β-carotene, 0.9999 (channel a) and −0.9999 (channel L) for total carotenoids, as well as 0.9998 (channel R) and −0.9998 (channel a) for total sugars. The image textures of yellow pepper Devito F(1) were correlated with the content of total carotenoids and total sugars with the correlation coefficient reaching −0.9993 (channel b) and 0.9999 (channel Y), respectively. The coefficient of determination (R(2)) of up to 0.9999 for α-carotene content and the texture from color channel Y for pepper Sprinter F(1) and 0.9998 for total sugars and the texture from color channel Y for pepper Devito F(1) were found. Furthermore, very high coefficients of correlation and determination, as well as successful regression equations regardless of the cultivar were determined. |
format | Online Article Text |
id | pubmed-10252719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102527192023-06-10 The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters Ropelewska, Ewa Szwejda-Grzybowska, Justyna Foods Article The cultivar and fertilization can affect the physicochemical properties of pepper fruit. This study aimed at estimating the content of α-carotene, β-carotene, total carotenoids, and the total sugars of unfertilized pepper and samples treated with natural fertilizers based on texture parameters determined using image analysis. Pearson’s correlation coefficients, scatter plots, regression equations, and coefficients of determination were determined. For red pepper Sprinter F(1), the correlation coefficient (R) reached 0.9999 for a texture from color channel B and −0.9999 for a texture from channel Y for the content of α-carotene, −0.9998 (channel a) for β-carotene, 0.9999 (channel a) and −0.9999 (channel L) for total carotenoids, as well as 0.9998 (channel R) and −0.9998 (channel a) for total sugars. The image textures of yellow pepper Devito F(1) were correlated with the content of total carotenoids and total sugars with the correlation coefficient reaching −0.9993 (channel b) and 0.9999 (channel Y), respectively. The coefficient of determination (R(2)) of up to 0.9999 for α-carotene content and the texture from color channel Y for pepper Sprinter F(1) and 0.9998 for total sugars and the texture from color channel Y for pepper Devito F(1) were found. Furthermore, very high coefficients of correlation and determination, as well as successful regression equations regardless of the cultivar were determined. MDPI 2023-05-24 /pmc/articles/PMC10252719/ /pubmed/37297366 http://dx.doi.org/10.3390/foods12112123 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ropelewska, Ewa Szwejda-Grzybowska, Justyna The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title | The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title_full | The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title_fullStr | The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title_full_unstemmed | The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title_short | The Estimation of Chemical Properties of Pepper Treated with Natural Fertilizers Based on Image Texture Parameters |
title_sort | estimation of chemical properties of pepper treated with natural fertilizers based on image texture parameters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10252719/ https://www.ncbi.nlm.nih.gov/pubmed/37297366 http://dx.doi.org/10.3390/foods12112123 |
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