Main possible honey fraud is the addition of various sugar syrups. But, there are also other types of fraud, such as deception on the geographical and/or botanical origin product. Providing a product of the hive with full authenticity is therefore crucial for the preservation of beekeeping. In this pursuit, voltammetric electronic tongue (VE-tongue) was employed to classify honey samples from different geographical and botanical origins. Furthermore, VE-tongue was used to detect adulterants such as glucose syrup (GS) and saccharose syrup (SS) in honey. The data obtained were analyzed by three-pattern recognition techniques: principal component analysis (PCA), support vector machines (SVMs), and hierarchical cluster analysis (HCA). These methods enabled the classification of 18 honeys of different geographical origins and 7 honeys of different botanical origins. Excellent results were obtained also in the detection of adulterated honey. Therefore, this simple method based on VE-tongue could be useful in the honey packaging and commercialization industry.
机构:
Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Chen, Hui
Jin, Linghe
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Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Jin, Linghe
Chang, Qiaoying
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Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Chang, Qiaoying
Peng, Tao
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Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Peng, Tao
Hu, Xueyan
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Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Hu, Xueyan
Fan, Chunlin
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Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Fan, Chunlin
Pang, Guofang
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机构:
Chinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Pang, Guofang
Lu, Meiling
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机构:
Agilent Technol China Co Ltd, 3 Wang Jing Bei Lu, Beijing 100102, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
Lu, Meiling
Wang, Wenwen
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Agilent Technol China Co Ltd, 3 Wang Jing Bei Lu, Beijing 100102, Peoples R ChinaChinese Acad Inspect & Quarantine, Agroprod Safety Res Ctr, 11 Ronghua South Rd, Beijing 100176, Peoples R China
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Ao, Ling
Guo, Kai
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Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Guo, Kai
Dai, Xinran
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h-index: 0
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Dai, Xinran
Dong, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Dong, Wei
Sun, Xiaotao
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h-index: 0
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sun, Xiaotao
Sun, Baoguo
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h-index: 0
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Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sun, Baoguo
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机构:
Sun, Jinyuan
Liu, Guoying
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solid state Fermentat Engn Anhui Prov, Bozhou, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Liu, Guoying
Li, Anjun
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Solid state Fermentat Engn Anhui Prov, Bozhou, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Li, Anjun
Li, Hehe
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Li, Hehe
Zheng, Fuping
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h-index: 0
机构:
Beijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
Sch Light Ind, Key Lab Brewing Mol Engn China Light Ind, Beijing, Peoples R ChinaBeijing Technol & Business Univ, Beijing Lab Food Qual & Safety, Beijing, Peoples R China
机构:
Univ Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Ismail, Nur Faezah
Maulidiani, M.
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Univ Malaysia Terengganu, Fac Sci & Marine Environm, Terengganu 21030, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Maulidiani, M.
Omar, Syafizal
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h-index: 0
机构:
Univ Teknol MARA, Fac Pharm, Puncak Alam Campus, Bandar Puncak Alam 42300, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Omar, Syafizal
Zulkifli, Muhammad Faiz
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h-index: 0
机构:
Univ Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Univ Teknol MARA, Fac Pharm, Puncak Alam Campus, Bandar Puncak Alam 42300, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Zulkifli, Muhammad Faiz
Radzi, Mohd Naim Fadhli Mohd
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机构:
Univ Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Univ Teknol MARA, Fac Pharm, Puncak Alam Campus, Bandar Puncak Alam 42300, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Radzi, Mohd Naim Fadhli Mohd
Ismail, Norra
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h-index: 0
机构:
Malaysian Agr Res & Dev Inst MARDI, Food Sci & Technol Res Ctr, Serdang 43400, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Ismail, Norra
Jusoh, Arif Zaidi
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h-index: 0
机构:
Malaysian Agr Res & Dev Inst MARDI, Food Sci & Technol Res Ctr, Serdang 43400, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Jusoh, Arif Zaidi
Roowi, Suri
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h-index: 0
机构:
Malaysian Agr Res & Dev Inst MARDI, Food Sci & Technol Res Ctr, Serdang 43400, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Roowi, Suri
Yew, Wooi Meng
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h-index: 0
机构:
Shimadzu Malaysia Sdn Bhd, 6 Lorong Teknol 3-4 A,Nouvelle Ind Pk 2, Petaling Jaya 47810, Selangor, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Yew, Wooi Meng
Rudiyanto, R.
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h-index: 0
机构:
Univ Malaysia Terengganu, Fac Fisheries & Food Sci, Terengganu 21030, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Rudiyanto, R.
Ismail, Wan Iryani Wan
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机构:
Univ Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia
Univ Malaysia Terengganu, Biol Secur & Sustainabil Res Grp BIOSES, Fac Sci & Marine Environm, Terengganu 21030, MalaysiaUniv Malaysia Terengganu, Fac Sci & Marine Environm, Cell Signaling & Biotechnol Res Grp CeSBTech, Terengganu 21030, Malaysia