Honey botanical origin determination by electronic nose

被引:12
|
作者
Kenjeric, Frane Cacic [1 ]
Mannino, Saverio [2 ]
Bennedetti, Simona [2 ]
Primorac, Ljiljana [1 ]
Kenjeric, Daniela Cacic [1 ]
机构
[1] Fac Food Technol, HR-31000 Osijek, Croatia
[2] DiSTAM, I-20133 Milan, Italy
关键词
botanical origin; electronic nose; honey; Principal Component Analysis; Artificial Neural Network models; UNIFLORAL HONEYS; ELECTRICAL-CONDUCTIVITY; CLASSIFICATION; PROFILES;
D O I
10.3896/IBRA.1.48.2.03
中图分类号
Q96 [昆虫学];
学科分类号
摘要
Four different honey types (Acacia, Robinia pseudoacacia, chestnut, Castanea sativa, lime, Tilia sp.; sage, Salvia officinalis) from Croatia were analysed using an electronic nose to capture the aroma profile. Principal Component Analysis (PCA) and Artificial Neural Network (ANN) models were used to determine the botanical origin of honey samples. Overall accurate classification was over 90% which suggests that an electronic nose could be used as fast screening method for the determination of honey botanical origin.
引用
收藏
页码:99 / 103
页数:5
相关论文
共 50 条
  • [1] Application of Electronic Nose with Multivariate Analysis and Sensor Selection for Botanical Origin Identification and Quality Determination of Honey
    Huang, Lingxia
    Liu, Hongru
    Zhang, Bo
    Wu, Di
    FOOD AND BIOPROCESS TECHNOLOGY, 2015, 8 (02) : 359 - 370
  • [2] Application of Electronic Nose with Multivariate Analysis and Sensor Selection for Botanical Origin Identification and Quality Determination of Honey
    Lingxia Huang
    Hongru Liu
    Bo Zhang
    Di Wu
    Food and Bioprocess Technology, 2015, 8 : 359 - 370
  • [3] APPLICATION OF ELECTRONIC NOSE IN HONEY GEOGRAPHICAL ORIGIN CHARACTERISATION
    Cacic, Frane
    Primorac, Ljiljana
    Kenjeric, Daniela
    Benedetti, Simona
    Mandic, Milena L.
    JOURNAL OF CENTRAL EUROPEAN AGRICULTURE, 2009, 10 (01): : 19 - 26
  • [4] Determination of Honey Botanical Origin by Using Discriminant Analysis
    Sahinler, Suat
    Sahinler, Nuray
    Gul, Aziz
    JOURNAL OF ANIMAL AND VETERINARY ADVANCES, 2009, 8 (03): : 488 - 491
  • [5] MICROSCOPICAL TECHNIQUES USED IN MELISSOPALINOLOGY FOR BOTANICAL ORIGIN OF HONEY DETERMINATION
    Bagameri, Lilla
    Giurgiu, Alexandru Ioan
    Baci, Gabriela Maria
    Bobis, Otilia
    Dezmirean, Daniel Severus
    SCIENTIFIC PAPERS-SERIES D-ANIMAL SCIENCE, 2021, 64 (01): : 423 - 428
  • [6] Rape honey: determination of botanical origin based on volatile compound profiles
    Kruzik, Vojtech
    Gregrova, Adela
    Zikova, Aneta
    Cizkova, Helena
    JOURNAL OF FOOD AND NUTRITION RESEARCH, 2019, 58 (04): : 339 - 348
  • [7] Determination of the Botanical Origin of Honey by Front-Face Synchronous Fluorescence Spectroscopy
    Lenhardt, Lea
    Zekovic, Ivana
    Dramicanin, Tatjana
    Dramicanin, Miroslav D.
    Bro, Rasmus
    APPLIED SPECTROSCOPY, 2014, 68 (05) : 557 - 563
  • [8] Rheology and botanical origin of Ethiopian monofloral honey
    Belay, Abera
    Haki, Gulelat Desse
    Birringer, Marc
    Borck, Hannelore
    Addi, Admasu
    Baye, Kaleab
    Melaku, Samuel
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2017, 75 : 393 - 401
  • [9] Polyphenols as Possible Markers of Botanical Origin of Honey
    Gasic, Uros M.
    Milojkovic-Opsenica, Dusanka M.
    Tesic, Zivoslav Lj.
    JOURNAL OF AOAC INTERNATIONAL, 2017, 100 (04) : 852 - 861
  • [10] Determination of the botanical origin of honey by sensor fusion of impedance e-tongue and optical spectroscopy
    Ulloa, Pablo A.
    Guerra, Rui
    Cavaco, Ana M.
    Rosa da Costa, Ana M.
    Figueira, Ana C.
    Brigas, Amadeu F.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2013, 94 : 1 - 11