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
相关论文
共 50 条
  • [1] Direct chromium speciation using X-ray spectrometry and chemometrics
    de Oliveira, L.
    Antunes, A. M.
    Bueno, M. I. M. S.
    X-RAY SPECTROMETRY, 2010, 39 (04) : 279 - 284
  • [2] Analysing Metals in Bottle-Grade Poly(ethylene terephthalate) by X-ray Fluorescence Spectrometry
    Romao, Wanderson
    Franco, Marcos F.
    Bueno, Maria Izabel M. S.
    Eberlin, Marcos N.
    De Paoli, Marco-Aurelio
    JOURNAL OF APPLIED POLYMER SCIENCE, 2010, 117 (05) : 2993 - 3000
  • [3] In situ Determination of K, Ca, S and Si in Fresh Sugar Cane Leaves by Handheld Energy Dispersive X-Ray Fluorescence Spectrometry
    Guerra, Marcelo B. B.
    Adame, Andressa
    De Almeida, Eduardo
    Brasil, Marcos A. S.
    Schaefer, Carlos E. G. R.
    Krug, Francisco J.
    JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2018, 29 (05) : 1086 - 1093
  • [4] X-ray fluorescence and gamma-ray spectrometry combined with multivariate analysis for topographic studies in agricultural soil
    de Castilhos, Natara D. B.
    Melquiades, Fabio L.
    Thomaz, Edivaldo L.
    Bastos, Rodrigo Oliveira
    APPLIED RADIATION AND ISOTOPES, 2015, 95 : 63 - 71
  • [5] Fast Direct Determination of Titanium Dioxide in Toothpastes by X-Ray Fluorescence and Multivariate Calibration
    Schwab, Nicolas V.
    Da-Col, Jose Augusto
    Terra, Juliana
    Bueno, Maria Izabel M. S.
    JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2012, 23 (03) : 546 - 554
  • [6] Multivariate Analysis Applications in X-ray Diffraction
    Guccione, Pietro
    Lopresti, Mattia
    Milanesio, Marco
    Caliandro, Rocco
    CRYSTALS, 2021, 11 (01) : 1 - 21
  • [7] Direct rapid quality assurance analysis of complex matrix materials: A chemometrics enabled energy dispersive X-ray fluorescence and scattering spectrometry application
    Angeyo, H. K.
    Gari, S.
    APPLIED RADIATION AND ISOTOPES, 2022, 186
  • [8] Crude oil analysis by X-ray scattering technique
    Oliveira, Davi F.
    Silva, Ana Cecilia
    Figueiredo, Willians P.
    Anjos, Marcelino J.
    Lopes, Ricardo T.
    X-RAY SPECTROMETRY, 2019, 48 (03) : 195 - 201
  • [9] X-Ray Fluorescence And Multivariate Analysis For Sucrose Quantification In Sugarcane
    Melquiades, Fabio L.
    Bortoleto, Gisele G.
    Neme, Fernanda F.
    Ton, Ariel
    Bueno, Maria I. M. S.
    XXXV BRAZILIAN WORKSHOP ON NUCLEAR PHYSICS, 2013, 1529 : 56 - 58
  • [10] Digital Images and Multivariate Calibration in the Determination of Rheological and Quality Parameters of Wheat Flour
    Cordeiro, Leticia Darlla
    Valderrama, Patricia
    BRAZILIAN JOURNAL OF ANALYTICAL CHEMISTRY, 2021, 8 (32): : 62 - 77