The aim of this work was to investigate the feasibility of near-infrared spectroscopy (NIRS), combined with chemometric techniques, to detect fraud in minced lamb and beef mixed with other types of meats. For this, 40 samples of pure lamb and 30 samples of pure beef along with 160 samples of mixed lamb and 156 samples of mixed beef at different levels: 1-2-5-10% (w/w) were prepared and analyzed. Spectral data were pre-processed using different techniques and explored by a Principal Component Analysis (PCA) to find out differences among pure and mixed samples. Moreover, a PIS-DA was carried out for each type of meat mixture. Classification results between 78.95 and 100% were achieved for the validation sets. Better rates of classification were obtained for samples mixed with pork meat, meat of Lidia breed cattle and foal meat than for samples mixed with chicken in both lamb and beef. Additionally, the obtained results showed that this technology could be used for detection of minced beef fraud with meat of Lidia breed cattle and foal in a percentage equal or higher than 2 and 1%, respectively. Therefore, this study shows the potential of MRS combined with PLS-DA to detect fraud in minced lamb and beef.
机构:
Xinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, ChinaXinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, China
Zuo, Xiaojia
Li, Yanlei
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School of Mechanical and Electrical Engineering, Beijing Polytechnic College, Beijing,100042, ChinaXinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, China
Li, Yanlei
Chen, Xinwen
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Xinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, ChinaXinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, China
Chen, Xinwen
Chen, Li
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Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing,100193, ChinaXinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, China
Chen, Li
Liu, Chang
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School of Mechanical and Electrical Engineering, Beijing Polytechnic College, Beijing,100042, ChinaXinjiang Laboratory of Animal Products Quality and Safety, Institution of Animal Husbandry Quality Standards, Xinjiang Academy of Animal Science, Urumqi,830011, China
机构:
Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Weng, Shizhuang
Guo, Bingqing
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Guo, Bingqing
Tang, Peipei
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Tang, Peipei
Yin, Xun
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Yin, Xun
Pan, Fangfang
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Pan, Fangfang
Zhao, Jinling
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Zhao, Jinling
Huang, Linsheng
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
Huang, Linsheng
Zhang, Dongyan
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Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R ChinaAnhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applic, 111 Jiulong Rd, Hefei, Peoples R China
机构:
Stellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South AfricaStellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Guelpa, Anina
Marini, Federico
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机构:
Univ Roma La Sapienza, Dept Chem, Ple Aldo Moro 5, I-00185 Rome, ItalyStellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Marini, Federico
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du Plessis, Anton
Slabbert, Ruhan
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Stellenbosch Univ, Dept Ancient Studies, Private Bag X1, ZA-7602 Stellenbosch, South AfricaStellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South Africa
Slabbert, Ruhan
Manley, Marena
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机构:
Stellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South AfricaStellenbosch Univ, Dept Food Sci, Private Bag X1, ZA-7602 Stellenbosch, South Africa
机构:
Tsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R China
Song, Weiran
Yun, Yong-Huan
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机构:
Hainan Univ, Coll Food Sci & Engn, Haikou 570228, Hainan, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R China
Yun, Yong-Huan
Wang, Hui
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Ulster Univ, Sch Comp, Newtownabbey BT37 0QB, North IrelandTsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R China
Wang, Hui
Hou, Zongyu
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机构:
Tsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R China
Hou, Zongyu
Wang, Zhe
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机构:
Tsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Int Joint Lab Low Carbon Clean Energy Innovat, Dept Energy & Power Engn, Beijing 100084, Peoples R China
机构:
Ankara Univ, Vet Fak, Besin Hijyeni Teknol Anabilim Dali, TR-06100 Ankara, TurkeyAnkara Univ, Vet Fak, Besin Hijyeni Teknol Anabilim Dali, TR-06100 Ankara, Turkey
Sireli, UT
Erol, I
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机构:
Ankara Univ, Vet Fak, Besin Hijyeni Teknol Anabilim Dali, TR-06100 Ankara, TurkeyAnkara Univ, Vet Fak, Besin Hijyeni Teknol Anabilim Dali, TR-06100 Ankara, Turkey