Honey Adulteration Detection via Ultraviolet-Visible Spectral Investigation Coupled with Chemometric Analysis

被引:0
|
作者
Geana, Elisabeta-Irina [1 ]
Isopescu, Raluca [2 ]
Ciucure, Corina-Teodora [1 ]
Gijiu, Cristiana Luminita [2 ]
Josceanu, Ana Maria [2 ]
机构
[1] Natl R&D Inst Cryogen & Isotop Technol ICSI Ramnic, 4th Uzinei St, Ramnicu Valcea 240050, Romania
[2] Natl Univ Sci & Technol Politehn Bucharest, Fac Chem Engn & Biotechnol, Bucharest 011061, Romania
关键词
honey adulteration; sugar syrups; UV-Vis spectra; machine learning instruments; PCA; LDA; PLS; neural networks; APIS-MELLIFERA; SUGAR; SYRUP;
D O I
10.3390/foods13223630
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Any change in the composition or physicochemical parameters of honey outside the standardized intervals may be deemed fraud, irrespective of direct introduction of certain substances or feeding honeybees with syrups. Simple and rapid tools along with more sophisticated ones are required to monitor fraudulent practices in the honey trade. In this work, UV-Vis spectroscopy was used to identify and quantify six Romanian honey types (five monofloral and one polyfloral) mixed with commercially available corn syrup, corn syrup with plant extracts, inverted syrup, and fruit syrup at different concentrations (5%, 10%, 20%, 30%, 40%, and 50%). Relevant spectral features were used to develop a neural model, which was able to pinpoint adulteration, regardless of the honey and adulterant type. The proposed model was able to detect adulteration levels higher than 10%, thereby serving as a cost-effective and reliable tool to monitor honey quality.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] In situ detection of water quality contamination events based on signal complexity analysis using online ultraviolet-visible spectral sensor
    Huang, Pingjie
    Wang, Ke
    Hou, Dibo
    Zhang, Jian
    Yu, Jie
    Zhang, Guangxin
    APPLIED OPTICS, 2017, 56 (22) : 6317 - 6323
  • [22] Chemometric Profiling of Clinacanthus nutans Leaves Possessing Antioxidant Activities using Ultraviolet-visible Spectrophotometry
    Chong, Hui Wen
    Rezaei, Khansa
    Chew, Bee Lynn
    Lim, Vuanghao
    CHIANG MAI JOURNAL OF SCIENCE, 2018, 45 (03): : 1519 - 1530
  • [23] AN ULTRAVIOLET-VISIBLE INVESTIGATION OF THE GLOBULAR-CLUSTER NGC-1851
    PARISE, RA
    MARAN, SP
    LANDSMAN, WB
    BOHLIN, RC
    CHENG, KP
    GREASON, MR
    HINTZEN, PMN
    OCONNELL, RW
    ROBERTS, MS
    SMITH, AM
    STECHER, TP
    ASTROPHYSICAL JOURNAL, 1994, 423 (01): : 305 - 309
  • [24] Neutral and ionized PAH spectral properties - Implications for the ultraviolet-visible interstellar extinction
    Salama, F
    COSMIC DUST CONNECTION, 1996, 487 : 103 - 115
  • [25] QUALITATIVE SPECTRAL MEASUREMENT CHARACTERISTICS OF AN ULTRAVIOLET-VISIBLE FOURIER-TRANSFORM SPECTROMETER
    KING, GB
    TODD, BR
    HORLICK, G
    SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 1992, 47 (02) : E333 - E352
  • [26] Detection of Honey Adulteration by Addition of Glucose via a Microfiber Coupler
    Rosol, A. H. A.
    Isa, N. M.
    Irawati, N.
    Rahman, H. A.
    Harun, S. W.
    ADVANCED SCIENCE LETTERS, 2017, 23 (06) : 5561 - 5564
  • [27] NIR detection of honey adulteration reveals differences in water spectral pattern
    Bazar, Gyorgy
    Romvari, Robert
    Szabo, Andras
    Somogyi, Tamas
    Eles, Viktoria
    Tsenkova, Roumiana
    FOOD CHEMISTRY, 2016, 194 : 873 - 880
  • [28] Lens-coupled liquid core waveguide for ultraviolet-visible absorption spectroscopy
    Robles, Tony
    Paige, David
    Anastasio, Cort
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2006, 77 (07):
  • [29] Chemometric Evaluation of Ultraviolet-Visible (UV-Vis) Spectra for Characterization of Silver Nanowire Diameter and Yield
    Todd, Clifford S.
    Chen, Xiaoyun
    APPLIED SPECTROSCOPY, 2020, 74 (02) : 204 - 209
  • [30] ANALYSIS OF POLYMER-FILMS BY ULTRAVIOLET-VISIBLE DERIVATIVE SPECTROSCOPY
    ALLEN, NS
    FATINIKUN, KO
    HENMAN, TJ
    CHEMISTRY & INDUSTRY, 1981, (04) : 119 - 121