EVALUATION OF THE MINERAL CONTENTS IN FISH MEAL BY FT-NIR USING PLS AND KERNEL PLS

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MASOUM S.; ALISHAHI A.; SHEKARCHI M.; FARAHMAND H.

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Journal: Iranian Journal of Mathematical Chemistry Year:2011 | Volume:2 | Issue:1 Page(s): 31-38

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Information Journal Paper

Title

EVALUATION OF THE MINERAL CONTENTS IN FISH MEAL BY FT-NIR USING PLS AND KERNEL PLS

Author(s)

MASOUM S. | ALISHAHI A. | SHEKARCHI M. | FARAHMAND H. | Issue Writer Certificate

Keywords

CALCIUMQ3

PHOSPHORUSQ3

COPPERQ3

FISH MEALQ3

FT-NIRSQ3

KPLSQ3

Abstract

In the present work we study the use of Fourier transform near infrared spectroscopy (FTNIRS) technique to analysis the CALCIUM (Ca), PHOSPHORUS (P) and COPPER (Cu) contents of FISH MEAL. The regression methods employed were partial least squares (PLS) and kernel partial least squares (KPLS). The results showed that the efficiency of KPLS was better than PLS. As a whole, the application of FT-NIRS with PLS and KPLS was as a suitable option for replacing the routine chemical analysis to assess the mineral content in FISH MEAL, allowing immediate control of the FISH MEAL without prior sample treatment or destruction.

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APA: Copy

MASOUM, S., ALISHAHI, A., SHEKARCHI, M., & FARAHMAND, H.. (2011). EVALUATION OF THE MINERAL CONTENTS IN FISH MEAL BY FT-NIR USING PLS AND KERNEL PLS. IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY, 2(1), 31-38. SID. https://sid.ir/paper/205648/en

Vancouver: Copy

MASOUM S., ALISHAHI A., SHEKARCHI M., FARAHMAND H.. EVALUATION OF THE MINERAL CONTENTS IN FISH MEAL BY FT-NIR USING PLS AND KERNEL PLS. IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY[Internet]. 2011;2(1):31-38. Available from: https://sid.ir/paper/205648/en

IEEE: Copy

S. MASOUM, A. ALISHAHI, M. SHEKARCHI, and H. FARAHMAND, “EVALUATION OF THE MINERAL CONTENTS IN FISH MEAL BY FT-NIR USING PLS AND KERNEL PLS,” IRANIAN JOURNAL OF MATHEMATICAL CHEMISTRY, vol. 2, no. 1, pp. 31–38, 2011, [Online]. Available: https://sid.ir/paper/205648/en

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