Direct Determination of Sugar Cane Quality Parameters by X-ray Spectrometry and Multivariate Analysis

被引:22
|
作者
Melquiades, F. L. [1 ,4 ]
Bortoleto, G. G. [2 ]
Marchiori, L. F. S. [3 ]
Bueno, M. I. M. S. [4 ]
机构
[1] Univ Estadual Centro Oeste, BR-85015430 Guarapuava, PR, Brazil
[2] Fac Tecnol Piracicaba, Ctr Paula Souza, Sao Paulo, Brazil
[3] Univ Sao Paulo, Escola Super Agr Luiz de Queiroz, Fazenda Areao, Estacao Expt, Piracicaba, SP, Brazil
[4] Univ Estadual Campinas, Dept Quim Analit, BR-13084862 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
portable X-ray fluorescence; multivariate calibration; sugar cane; PLS; sucrose; fiber; VARIABLE SELECTION; TITANIUM-DIOXIDE; FLUORESCENCE; CLASSIFICATION; SCATTERING; CHEMOMETRICS; SPECTROSCOPY; SAMPLES; QUANTIFICATION; ALCOHOL;
D O I
10.1021/jf302471b
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
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.
引用
收藏
页码:10755 / 10761
页数:7
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