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A comparison and joint use of NIR and MIR spectroscopic methods for the determination of some parameters in European Emmental cheese

机译:NIR和MIR光谱方法的比较和联合使用,用于确定欧洲Emmental奶酪中的某些参数

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摘要

The determination of winter cheese chemical properties, namely, fat, sodium chloride (NaCl), pH, non protein nitrogen (NPN), total nitrogen (TN) and water soluble nitrogen (WSN) was done using spectroscopic technologies with different wavelength zones. The Emmental cheeses provided from different European countries were studied. A total of 91 cheeses produced during the winter time in Austria (n=4), Finland (n=6), Germany (n=13), France (n=30) and Switzerland (n=38) were analysed by near infrared (NIR) and mid infrared (MIR) spectroscopies. The combination of these two spectral regions (sum of their spectra) was also studied. The partial least square (PLS) regression with the leave one-out cross validation technique was used to build up calibration models using data set designated as calibration set. These models were validated with another data set designated as validation set. The obtained results suggest the use of the NIR for the determination of fat and TN contents, and the MIR for NaCl and NPN contents as well as for the pH. Similar results were obtained for WSN using the two techniques together. The combined spectra of both NIR and MIR did improve the results, while providing comparable results to those obtained from either the NIR or MIR spectroscopy.
机译:使用不同波长区域的光谱技术确定冬季奶酪的化学特性,即脂肪,氯化钠(NaCl),pH,非蛋白质氮(NPN),总氮(TN)和水溶性氮(WSN)。研究了来自欧洲不同国家的埃门塔尔奶酪。近红外分析了奥地利(n = 4),芬兰(n = 6),德国(n = 13),法国(n = 30)和瑞士(n = 38)冬季生产的91种奶酪(NIR)和中红外(MIR)光谱。还研究了这两个光谱区域的组合(其光谱的总和)。使用带有留一法交叉验证技术的偏最小二乘(PLS)回归,使用指定为校准集的数据集建立校准模型。这些模型已通过指定为验证集的另一个数据集进行验证。获得的结果表明,NIR可用于测定脂肪和TN含量,MIR可用于NaCl和NPN含量以及pH值。结合使用这两种技术,WSN获得了相似的结果。 NIR和MIR的组合光谱确实改善了结果,同时提供了与从NIR或MIR光谱获得的结果相当的结果。

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