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Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder

Near infrared microscopy (NIRM) has been developed as a rapid technique to predict the chemical composition of foods, reduce analytical costs and time and ease sample preparation. In this study, NIRM has been evaluated as an alternative to classical chemical analysis to determine the nitrogen and ca...

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Autores principales: Lequeue, Gauthier, Draye, Xavier, Baeten, Vincent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5025744/
https://www.ncbi.nlm.nih.gov/pubmed/27634485
http://dx.doi.org/10.1038/srep33183
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author Lequeue, Gauthier
Draye, Xavier
Baeten, Vincent
author_facet Lequeue, Gauthier
Draye, Xavier
Baeten, Vincent
author_sort Lequeue, Gauthier
collection PubMed
description Near infrared microscopy (NIRM) has been developed as a rapid technique to predict the chemical composition of foods, reduce analytical costs and time and ease sample preparation. In this study, NIRM has been evaluated as an alternative to classical chemical analysis to determine the nitrogen and carbon content of small samples of tomato (Solanum lycopersicum L.) leaf powder. Near infrared spectra were obtained by NIRM for independent leaf samples collected on 216 plants grown under six different levels of nitrogen. From these, 30 calibration and 30 validation samples covering the spectral range of the whole set were selected and their nitrogen and carbon contents were determined by a reference method. The calibration model obtained for nitrogen content proved to be excellent, with a coefficient of determination in calibration (R(2)(c)) higher than 0.9 and a ratio of performance to deviation (RPD(c)) higher than 3. Statistical indicators of prediction using the validation set were also very high (R(2)(p) values > 0.90). However, the calibration model obtained for carbon content was much less satisfactory (R(2)(c) < 0.50). NIRM appears as a promising and suitable tool for a rapid, non-destructive and reliable determination of nitrogen content of tiny samples of tomato leaf powder.
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spelling pubmed-50257442016-09-22 Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder Lequeue, Gauthier Draye, Xavier Baeten, Vincent Sci Rep Article Near infrared microscopy (NIRM) has been developed as a rapid technique to predict the chemical composition of foods, reduce analytical costs and time and ease sample preparation. In this study, NIRM has been evaluated as an alternative to classical chemical analysis to determine the nitrogen and carbon content of small samples of tomato (Solanum lycopersicum L.) leaf powder. Near infrared spectra were obtained by NIRM for independent leaf samples collected on 216 plants grown under six different levels of nitrogen. From these, 30 calibration and 30 validation samples covering the spectral range of the whole set were selected and their nitrogen and carbon contents were determined by a reference method. The calibration model obtained for nitrogen content proved to be excellent, with a coefficient of determination in calibration (R(2)(c)) higher than 0.9 and a ratio of performance to deviation (RPD(c)) higher than 3. Statistical indicators of prediction using the validation set were also very high (R(2)(p) values > 0.90). However, the calibration model obtained for carbon content was much less satisfactory (R(2)(c) < 0.50). NIRM appears as a promising and suitable tool for a rapid, non-destructive and reliable determination of nitrogen content of tiny samples of tomato leaf powder. Nature Publishing Group 2016-09-16 /pmc/articles/PMC5025744/ /pubmed/27634485 http://dx.doi.org/10.1038/srep33183 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lequeue, Gauthier
Draye, Xavier
Baeten, Vincent
Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title_full Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title_fullStr Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title_full_unstemmed Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title_short Determination by near infrared microscopy of the nitrogen and carbon content of tomato (Solanum lycopersicum L.) leaf powder
title_sort determination by near infrared microscopy of the nitrogen and carbon content of tomato (solanum lycopersicum l.) leaf powder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5025744/
https://www.ncbi.nlm.nih.gov/pubmed/27634485
http://dx.doi.org/10.1038/srep33183
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