A rapid and cost-effective method to measure the chromium concentration in cottonseed meal by near infrared spectroscopy

Chromium (Cr) is a toxic heavy metal that is harmful to human beings if it enters the foodchain. The traditional analytical method to measure Cr content in samples is complex and expensive. Therefore, it is desirable to establish a rapid and cost-effective method for the determination of Cr content. In this study, used near infrared spectroscopy combined with chemometrics was to measure the Cr content in cottonseed meal. Multiplicative scatter correction was selected as the optimal spectral pre-treatment. Monte Carlo uninformative variable elimination (MC-UVE) was applied to select informative wavelengths from the full spectrum. Finally, the optimal near infrared calibration model for Cr determination in cottonseed meal was generated with high coefficients of correlation (R 2 of 0.93) and ratio performance deviation (RPD) of 3.5. These results indicated that the model is efficient and accurate for rapid measurement of Cr content in cottonseed meal, which can substitute the traditional analytical method.

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Publication Details

Journal
Journal of Near Infrared Spectroscopy
Published
2025-04-01
DOI
https://doi.org/10.1177/09670335251339782
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
0.00

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article

A rapid and cost-effective method to measure the chromium concentration in cottonseed meal by near infrared spectroscopy

Shuijin Zhu, En Yu, Tianlun Zhao, Ming Chen et al.
Journal of Near Infrared Spectroscopy
Spectroscopy and Chemometric Analyses
article

A rapid and cost-effective method to measure the chromium concentration in cottonseed meal by near infrared spectroscopy

Shuijin Zhu, En Yu, Tianlun Zhao, Ming Chen, Jinhong Chen
article en

Abstract

Chromium (Cr) is a toxic heavy metal that is harmful to human beings if it enters the foodchain. The traditional analytical method to measure Cr content in samples is complex and expensive. Therefore, it is desirable to establish a rapid and cost-effective method for the determination of Cr content. In this study, used near infrared spectroscopy combined with chemometrics was to measure the Cr content in cottonseed meal. Multiplicative scatter correction was selected as the optimal spectral pre-treatment. Monte Carlo uninformative variable elimination (MC-UVE) was applied to select informative wavelengths from the full spectrum. Finally, the optimal near infrared calibration model for Cr determination in cottonseed meal was generated with high coefficients of correlation (R 2 of 0.93) and ratio performance deviation (RPD) of 3.5. These results indicated that the model is efficient and accurate for rapid measurement of Cr content in cottonseed meal, which can substitute the traditional analytical method.

Journal of Near Infrared SpectroscopyVol. 33(1-2)
Anhui Agricultural University (CN), Zhejiang University (CN)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 84%
Spectroscopy and Chemometric Analyses
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A rapid and cost-effective method to measure the chromium concentration in cottonseed meal by near infrared spectroscopy — Shuijin Zhu, En Yu, et al. · Journal of Near Infrared Spectroscopy (2025) | TGRS Research Map | TGRS