Milk adulteration with synthetic chemicals is a serious concern for human health. Urea is added in milk which causes severe stomach ailments. Potential of attenuated total reflectance (ATR)-Fourier transform infrared (FTIR) spectroscopy was evaluated for rapid detection and quantification of added urea in milk. Altogether, 210 spectra (4000-700 cm(-1)) of milk adulterated with known urea concentration (viz., 100 ppm, 500 ppm, 700 ppm, 900 ppm, 1300 ppm, and 2000 ppm) were analyzed. The spectral range of 1670-1564 cm(-1) comprising four smaller spectral regions (1670-1653, 1649-1621, 1615-1580, and 1594-1564 cm(-1)) showed clear differences in absorption values. Pattern recognition analysis using Soft Independent Modeling of Class Analogy (SIMCA) provided well-separated clusters, viz., pure milk and urea < 900 ppm and urea > 900 ppm. Quantity of urea was best predicted in the spectral range of 1649-1621 and 1611-1580 cm(-1) using partial least square (PLS) regression with coefficient of determination 0.906 and 0.879 for calibration and validation, respectively.
机构:
Aix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
Inst Chim Radicalaire, UMR 7273, F-13013 Marseille, FranceAix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
Louati, Houssein
Maria, Sebastien
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Aix Marseille Univ, Inst Chim Radicalaire, CNRS, UMR 7273, F-13013 Marseille, FranceAix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
Maria, Sebastien
Rocci, Jean-Francois
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Soc Environm Invest, F-13990 Fontvieille, FranceAix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
Rocci, Jean-Francois
Doumenq, Pierre
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Aix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
Soc Environm Invest, F-13990 Fontvieille, FranceAix Marseille Univ, CNRS, LCE, UMR CNRS 7376, F-13545 Aix En Provence, France
机构:
Council Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Acad Sci & Innovat Res AcSIR, Ghaziabad 201002, India
Univ Bremen, ITEM, NW1, D-28359 Bremen, GermanyCouncil Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Jayasekher, Aswathy
Panchariya, P. C.
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Council Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Acad Sci & Innovat Res AcSIR, Ghaziabad 201002, IndiaCouncil Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Panchariya, P. C.
Maurelli, Francesco
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Constructor Univ, D-28759 Bremen, GermanyCouncil Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Maurelli, Francesco
Prajapati, Devendra
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Council Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, IndiaCouncil Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
Prajapati, Devendra
Palit, Ajoy K.
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Univ Bremen, ITEM, NW1, D-28359 Bremen, GermanyCouncil Sci & Ind Res Cent Elect Engn Res Inst CSI, Pilani 333031, India
机构:
Univ Sao Paulo, Luiz de Queiroz Coll Agr, Dept Soil Sci, Av Padua Dias 11, BR-13418900 Piracicaba, SP, Brazil
Rutgers State Univ, Dept Earth & Environm Sci, Newark, NJ 07102 USAUniv Sao Paulo, Luiz de Queiroz Coll Agr, Dept Soil Sci, Av Padua Dias 11, BR-13418900 Piracicaba, SP, Brazil
Barreto, Matheus S. C.
Elzinga, Evert J.
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Rutgers State Univ, Dept Earth & Environm Sci, Newark, NJ 07102 USAUniv Sao Paulo, Luiz de Queiroz Coll Agr, Dept Soil Sci, Av Padua Dias 11, BR-13418900 Piracicaba, SP, Brazil
Elzinga, Evert J.
Alleoni, Luis R. F.
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Univ Sao Paulo, Luiz de Queiroz Coll Agr, Dept Soil Sci, Av Padua Dias 11, BR-13418900 Piracicaba, SP, BrazilUniv Sao Paulo, Luiz de Queiroz Coll Agr, Dept Soil Sci, Av Padua Dias 11, BR-13418900 Piracicaba, SP, Brazil
机构:Technion Israel Inst Technol, Interdisciplinary Program Biotechnol, Haifa, Israel
Etzion, Y
Linker, R
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Technion Israel Inst Technol, Interdisciplinary Program Biotechnol, Haifa, IsraelTechnion Israel Inst Technol, Interdisciplinary Program Biotechnol, Haifa, Israel
Linker, R
Cogan, U
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机构:Technion Israel Inst Technol, Interdisciplinary Program Biotechnol, Haifa, Israel
Cogan, U
Shmulevich, I
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机构:Technion Israel Inst Technol, Interdisciplinary Program Biotechnol, Haifa, Israel