Quantification of Fishmeal in Compound Feed Using NIR Spectroscopy |
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Authors: | Xiaowen Lv Hui Li Jing Wang Yingchao Dong Junguo Li Yuchang Qin |
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Affiliation: | 1. Feed Safety Reference Laboratory of Ministry of Agriculture, Feed Research Institute, Chinese Academy of Agricultural Sciences, Beijing, China 2. Department of Physiology, University of Tennessee Health Science Center, Memphis, TN, USA 3. Inspection Center of Feed Quality in Qingdao, Qingdao, China 4. Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China 5. Feed Research Institute, Chinese Academy of Agricultural Sciences, Zhongguanchun South Street 12, 100081, Beijing, China
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Abstract: | Analysis of fishmeal concentrations in feedstuff is critical to quality control and ingredient statement of commercial feed. Near-infrared reflectance spectroscopy (NIRS) determination for fishmeal was established through the spectral data processed by mean center, normalization, Savitzky–Golay first, partial least square 1 and cross validation. The coefficient of determination (R 2) of NIRS calibration model, the standard error estimated by cross validation (SECV) were 0.9554 and 0.9541, respectively. At the same time, the coefficient of determination of validation was 0.9867. Moreover, it has been proven to be directly correlated between the fishmeal spectra and the loading of the second principal components, and the coefficient of determination of the spectra of the calibration model. These results support our theory that the NIRS method constructed in our study could be used to quantify fishmeal in compound feeds. |
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