Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.

Detalhes bibliográficos
Autor(a) principal: SIMEONE, M. L. F.
Data de Publicação: 2017
Outros Autores: PARRELLA, R. A. C., SCHAFFERT, R. E., DAMASCENO, C. M. B., LEAL, M. C. B., PASQUINI, C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1076087
Resumo: Sweet sorghumis a very robust cropwhich has the potential to be used in ethanol production due to its high fermentable sugar content present in its stem juice, very similar to sugarcane. Therefore, for breeding purposes it is relevant to analyze sugar composition in the juice to characterize sweet sorghum genotypes and their period of industrial utilization within different environments for maximum ethanol yield. In this work we developed a rapid, lowcost and efficient method to determine the profile of sugars (sucrose, glucose and fructose) in sorghum juice by near infrared spectroscopy and partial least square regression, and validation of the method was performed according to the high-performance liquid chromatography method. Developed models provided root mean square error of prediction of 4, 1 and 0.6 mg·mL−1 and ratio performance deviations of 8, 5 and 5 for sucrose, glucose and fructose, respectively. Relative standard deviations of three sweet sorghumjuice sampleswere reportedwith content variation (low, mediumand high) 0.2, 0.3, 0.8% for sucrose; 1, 2, 2% for glucose; 1, 2, 3% for fructose. Sugar profile is an asset for crop breeders to take decisions for the development of more productive cultivars and higher sugar content.
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spelling Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.Calibração multivariadaBioenergy cropBionergiaBiocombustívelSorgo açucareiroBiofuelsEnergy cropsSweet sorghumis a very robust cropwhich has the potential to be used in ethanol production due to its high fermentable sugar content present in its stem juice, very similar to sugarcane. Therefore, for breeding purposes it is relevant to analyze sugar composition in the juice to characterize sweet sorghum genotypes and their period of industrial utilization within different environments for maximum ethanol yield. In this work we developed a rapid, lowcost and efficient method to determine the profile of sugars (sucrose, glucose and fructose) in sorghum juice by near infrared spectroscopy and partial least square regression, and validation of the method was performed according to the high-performance liquid chromatography method. Developed models provided root mean square error of prediction of 4, 1 and 0.6 mg·mL−1 and ratio performance deviations of 8, 5 and 5 for sucrose, glucose and fructose, respectively. Relative standard deviations of three sweet sorghumjuice sampleswere reportedwith content variation (low, mediumand high) 0.2, 0.3, 0.8% for sucrose; 1, 2, 2% for glucose; 1, 2, 3% for fructose. Sugar profile is an asset for crop breeders to take decisions for the development of more productive cultivars and higher sugar content.MARIA LUCIA FERREIRA SIMEONE, CNPMS; RAFAEL AUGUSTO DA COSTA PARRELLA, CNPMS; ROBERT EUGENE SCHAFFERT, CNPMS; CYNTHIA MARIA BORGES DAMASCENO, CNPMS; MICHELLE CRISTINA BASTOS LEAL, CNPMS; Celio Pasquini, Universidade de Campinas.SIMEONE, M. L. F.PARRELLA, R. A. C.SCHAFFERT, R. E.DAMASCENO, C. M. B.LEAL, M. C. B.PASQUINI, C.2017-09-24T00:11:48Z2017-09-24T00:11:48Z2017-09-2220172018-02-09T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleMicrochemical Journal, New York, v. 134, p. 125-130, 2017.http://www.alice.cnptia.embrapa.br/alice/handle/doc/107608710.1016/j.microc.2017.05.020enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-09-24T00:11:48Zoai:www.alice.cnptia.embrapa.br:doc/1076087Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-09-24T00:11:48falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-09-24T00:11:48Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
title Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
spellingShingle Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
SIMEONE, M. L. F.
Calibração multivariada
Bioenergy crop
Bionergia
Biocombustível
Sorgo açucareiro
Biofuels
Energy crops
title_short Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
title_full Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
title_fullStr Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
title_full_unstemmed Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
title_sort Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
author SIMEONE, M. L. F.
author_facet SIMEONE, M. L. F.
PARRELLA, R. A. C.
SCHAFFERT, R. E.
DAMASCENO, C. M. B.
LEAL, M. C. B.
PASQUINI, C.
author_role author
author2 PARRELLA, R. A. C.
SCHAFFERT, R. E.
DAMASCENO, C. M. B.
LEAL, M. C. B.
PASQUINI, C.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv MARIA LUCIA FERREIRA SIMEONE, CNPMS; RAFAEL AUGUSTO DA COSTA PARRELLA, CNPMS; ROBERT EUGENE SCHAFFERT, CNPMS; CYNTHIA MARIA BORGES DAMASCENO, CNPMS; MICHELLE CRISTINA BASTOS LEAL, CNPMS; Celio Pasquini, Universidade de Campinas.
dc.contributor.author.fl_str_mv SIMEONE, M. L. F.
PARRELLA, R. A. C.
SCHAFFERT, R. E.
DAMASCENO, C. M. B.
LEAL, M. C. B.
PASQUINI, C.
dc.subject.por.fl_str_mv Calibração multivariada
Bioenergy crop
Bionergia
Biocombustível
Sorgo açucareiro
Biofuels
Energy crops
topic Calibração multivariada
Bioenergy crop
Bionergia
Biocombustível
Sorgo açucareiro
Biofuels
Energy crops
description Sweet sorghumis a very robust cropwhich has the potential to be used in ethanol production due to its high fermentable sugar content present in its stem juice, very similar to sugarcane. Therefore, for breeding purposes it is relevant to analyze sugar composition in the juice to characterize sweet sorghum genotypes and their period of industrial utilization within different environments for maximum ethanol yield. In this work we developed a rapid, lowcost and efficient method to determine the profile of sugars (sucrose, glucose and fructose) in sorghum juice by near infrared spectroscopy and partial least square regression, and validation of the method was performed according to the high-performance liquid chromatography method. Developed models provided root mean square error of prediction of 4, 1 and 0.6 mg·mL−1 and ratio performance deviations of 8, 5 and 5 for sucrose, glucose and fructose, respectively. Relative standard deviations of three sweet sorghumjuice sampleswere reportedwith content variation (low, mediumand high) 0.2, 0.3, 0.8% for sucrose; 1, 2, 2% for glucose; 1, 2, 3% for fructose. Sugar profile is an asset for crop breeders to take decisions for the development of more productive cultivars and higher sugar content.
publishDate 2017
dc.date.none.fl_str_mv 2017-09-24T00:11:48Z
2017-09-24T00:11:48Z
2017-09-22
2017
2018-02-09T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Microchemical Journal, New York, v. 134, p. 125-130, 2017.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1076087
10.1016/j.microc.2017.05.020
identifier_str_mv Microchemical Journal, New York, v. 134, p. 125-130, 2017.
10.1016/j.microc.2017.05.020
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1076087
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
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