Rapid evaluation of Farinograph and Extensograph characteristics in bread wheat using near-infrared spectroscopy and chemometrics

文献类型： 外文期刊

第一作者： Zhao, Zihui

作者： Zhao, Zihui;Li, Lei;Li, Wenduan;Tian, Yuanyuan;Zhang, Yan;Zhang, Yong;He, Zhonghu;Hao, Yuanfeng;Tian, Wenfei;He, Zhonghu;Tian, Wenfei;Zhang, Yong;He, Zhonghu;Tian, Wenfei;Ibba, Maria Itria

作者机构：

关键词： Bread wheat; Dough quality; Extensograph; Farinograph; Near-infrared spectroscopy

期刊名称：FOOD RESEARCH INTERNATIONAL （ 影响因子：8.0； 五年影响因子：8.5 ）

ISSN： 0963-9969

年卷期： 2025 年 218 卷

页码：

收录情况： SCI

摘要： Bread wheat (Triticum aestivum L.) plays a vital role in global food security and processing. Understanding the rheological properties of dough is crucial in the food industry and wheat breeding programs to select high-quality varieties. Traditional tests such as Farinograph and Extensograph are essential, but labor-intensive and impractical for high-throughput screening. Near-infrared spectroscopy is a rapid and cost-effective alternative to grain quality assessment. This study aimed to develop calibration models for key rheological properties of dough in wheat using a dataset of 1082 representative samples. Various spectral pre-processing, variable selection, and regression algorithms have been employed for model calibration. The partial least squares regression model for Farinograph water absorption demonstrated strong predictive capabilities (R2c = 0.92, R2v = 0.90, and RPD = 3.20), while qualitative analysis was feasible for other characteristics with high accuracy from 80.23 % to 94.27 %. The developed NIR models provide an efficient method for evaluating wheat quality in food processing and wheat breeding.

分类号：

  • 相关文献
作者其他论文 更多>>

微信小程序