Direct Determination of Sugar Cane Quality Parameters by X-ray Spectrometry and Multivariate Analysis
Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
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Data(s) |
26/09/2013
26/09/2013
31/10/2012
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Resumo |
Current methods for quality control of sugar cane are performed in extracted juice using several methodologies, often requiring appreciable time and chemicals (eventually toxic), making the methods not green and expensive. The present study proposes the use of X-ray spectrometry together with chemometric methods as an innovative and alternative technique for determining sugar cane quality parameters, specifically sucrose concentration, POL, and fiber content. Measurements in stem, leaf, and juice were performed, and those applied directly in stem provided the best results. Prediction models for sugar cane stem determinations with a single 60 s irradiation using portable X-ray fluorescence equipment allows estimating the % sucrose, % fiber, and POL simultaneously. Average relative deviations in the prediction step of around 8% are acceptable if considering that field measurements were done. These results may indicate the best period to cut a particular crop as well as for evaluating the quality of sugar cane for the sugar and alcohol industries. Fapesp [2011_05860-2] FAPESP CNPq CNPq |
Identificador |
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, WASHINGTON, v. 60, n. 43, pp. 10755-10761, OCT 31, 2012 0021-8561 http://www.producao.usp.br/handle/BDPI/33738 10.1021/jf302471b |
Idioma(s) |
eng |
Publicador |
AMER CHEMICAL SOC WASHINGTON |
Relação |
Journal of Agricultural and Food Chemistry |
Direitos |
openAccess Copyright AMER CHEMICAL SOC |
Palavras-Chave | #PORTABLE X-RAY FLUORESCENCE #MULTIVARIATE CALIBRATION #SUGAR CANE #PLS #SUCROSE #FIBER #PARTIAL LEAST-SQUARES #NEAR-INFRARED SPECTROSCOPY #FLUORESCENCE SPECTROMETRY #VARIABLE SELECTION #CALIBRATION MODELS #TITANIUM-DIOXIDE #CLASSIFICATION #SCATTERING #CHEMOMETRICS #SAMPLES #AGRICULTURE, MULTIDISCIPLINARY #CHEMISTRY, APPLIED #FOOD SCIENCE & TECHNOLOGY |
Tipo |
article original article publishedVersion |