Turmeric (Curcumina Longa) is a globally traded commodity which is subjected to economically motivated chemically unsafe adulteration, namely metanil yellow. In this work, we report a simplistic and convenient approach to find the adulteration of turmeric with metanil yellow by near-infrared (NIR) spectroscopy coupled with chemometrics. Pure turmeric sample was prepared in the laboratory and spiked with different concentrations of metanil yellow. The reflectance spectra of 248 pure turmeric, metanil yellow, and adulterated samples (1-25%) (w/w) were collected using NIR spectroscopy. The calibration models based on NIR spectra of 144 samples were built for two different regression models, principal component analysis (PCR), and partial least square (PLSR) methods. Another 72 samples were used for external validation. The coefficient of determination (R (2)) and root mean square error of calibration for validation and prediction were found to be 0.96-0.99, 0.44-0.91, respectively, for most of the results depending upon different pre-processing techniques and mathematical models used. The original reflectance spectra, the 1st derivative plot, the plot of PLSR regression coefficient (beta), and the first three principal component loadings revealed metanil-related absorption regions. To verify the robustness of the models, the figures of merit (FOM) of the models were calculated with the help of net analyte signal (NAS) theory. Overall, it was found that PLSR yielded superior results as compared to the PCR technique. These methods can be applied to other spices also to detect the adulteration rapidly and without any prior sample preparations and with low cost.
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Basri, Katrul Nadia
Hussain, Mutia Nurulhusna
论文数: 0引用数: 0
h-index: 0
机构:
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, Malaysia
Univ Putra Malaysia, Lab Halal Sci Res, Inst Halal Prod, Res Inst, Serdang 43400, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Hussain, Mutia Nurulhusna
Bakar, Jamilah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Lab Halal Sci Res, Inst Halal Prod, Res Inst, Serdang 43400, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Bakar, Jamilah
Sharif, Zaiton
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Sharif, Zaiton
Khir, Mohd Fared Abdul
论文数: 0引用数: 0
h-index: 0
机构:
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Khir, Mohd Fared Abdul
Zoolfakar, Ahmad Sabirin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil
Cavalcanti Inacio, Maria Raquel
Vitoria de Moura, Maria de Fatima
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil
Vitoria de Moura, Maria de Fatima
Gomes de Lima, Kassio Michell
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Basri, Katrul Nadia
Hussain, Mutia Nurulhusna
论文数: 0引用数: 0
h-index: 0
机构:
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, Malaysia
Univ Putra Malaysia, Lab Halal Sci Res, Inst Halal Prod, Res Inst, Serdang 43400, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Hussain, Mutia Nurulhusna
Bakar, Jamilah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Lab Halal Sci Res, Inst Halal Prod, Res Inst, Serdang 43400, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Bakar, Jamilah
Sharif, Zaiton
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Sharif, Zaiton
Khir, Mohd Fared Abdul
论文数: 0引用数: 0
h-index: 0
机构:
MIMOS Berhad, Photon Dept, Kuala Lumpur 57000, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
Khir, Mohd Fared Abdul
Zoolfakar, Ahmad Sabirin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, MalaysiaUniv Teknol MARA, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil
Cavalcanti Inacio, Maria Raquel
Vitoria de Moura, Maria de Fatima
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil
Vitoria de Moura, Maria de Fatima
Gomes de Lima, Kassio Michell
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, BrazilUniv Fed Rio Grande do Norte, Dept Quim, Grp Pesquisa Quimiometria Aplicada, BR-59072970 Natal, RN, Brazil