Near infrared spectroscopy determination of sucrose, glucose and fructose in sweet sorghum juice.
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , |
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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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 |
eu_rights_str_mv |
openAccess |
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) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
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) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
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1794503442570412032 |