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101.
102.
利用近红外光谱结合DA和PLS算法在不同光谱预处理方法下,对山西老陈醋醋龄进行定性判别分析,并建立陈醋可溶性固形物(SSC)及pH值的定量模型.结果表明:原始光谱、5点平滑以及SNV校正建立的DA模型性能良好,校正集判别正确率为100%,预测集判别正确率为88.89%;原始光谱建立的可溶性固形物的PLS定量模型最优,校正集和预测集的相关系数r分别为0.99988和0.99960,RMSEC,RMSEP和RMSECV分别为0.0421,0.0911和0.0777;5点平滑建立的pH值的PLS定量模型最优,校正集和预测集的相关系数r分别为0.99733和0.97411,RMSEC,RMSEP和RMSECV分别为0.0151,0.0386和0.0468. 相似文献
103.
本研究旨在探讨低定量卷烟纸的性能及其对卷烟主流烟气的影响。主要通过单因子方差分析探讨卷烟纸定量对卷烟纸不透明度是否存在相关性,并通过回归分析确定卷烟纸不透明度与卷烟纸定量的关系。结果表明:卷烟纸定量对卷烟纸不透明度具有显著影响,且两者之间存在回归关系:卷烟纸不透明度=48.2+0.9037×卷烟纸定量;且当木浆卷烟纸定量≤26 g·m-2,采用碳酸钙作为填料时,卷烟纸不透明度较难满足GB/T 12655-2007的要求;此外,通过研究低定量卷烟纸对国内3种牌号卷烟常规主流烟气的影响,得出在23 g·m-2到26g·m-2低定量范围内,卷烟纸对卷烟主流烟气焦油、CO含量的影响不具有显著性。 相似文献
104.
分析柚苷酶产生菌青霉(Penicillium sp.)1523在5 L自控发酵罐中的分批发酵动力学。探讨了青霉1523在5 L罐分批发酵过程中菌体生长、柚苷酶合成及基质消耗的变化规律,结果表明:菌体生长呈典型S型曲线,酶的合成与菌体生长趋势呈现部分相关性,属于部分偶联型。基于这些过程曲线的变化规律,结合Logistic方程和Luedeking-Piret方程,建立了柚苷酶产生菌青霉1523分批发酵过程的动力学模型,并通过数学推导和非线性拟合获得了模型中各参数的最佳取值,最终确定了能够较好表征青霉1523分批发酵过程中菌体生长、产物柚苷酶合成以及基质消耗的动力学方程。 相似文献
105.
Blends of olive oil and sunflower oil: Characterisation and olive oil quantification using fatty acid composition and chemometric tools 总被引:1,自引:0,他引:1
A method capable of recognising the percentage of olive oil in a blend is required to verify whether its labelling complies with the statements set out by the Commission Regulation (EC) No. 1019/2002. In this study an analytical methodology was developed in order to define blends of olive oil and sunflower oil, which contain 50% of olive oil, compared to blends with 40% and 60% of it, respectively. Methyl esters of fatty acids were analysed by GC–FID and processed through chemometric tools (PCA, TFA, SIMCA and PLS). A strong differentiation of blends according to the amount of olive oil contained and a quantification model with a standard error of prediction of 1.51% were obtained. As this issue represents a significant analytical challenge, variability associated with the fatty acid composition of olive oil was first studied. 相似文献
106.
Leclerc H Wensch-Dorendorf M Wensch J Ducrocq V Swalve HH 《Journal of dairy science》2008,91(8):3179-3183
The validity of national genetic evaluations depends on the quality of input data, on the model of analysis, and on the correctness of genetic evaluation software. A general strategy was developed to validate national breeding value prediction software: performances from a real data file were replaced with simulated ones, created from simulated fixed and random effects and residuals in such a way that BLUP estimates from the evaluation software must be equal to the simulated effects. This approach was implemented for a multiple-trait model and a random regression test-day model. An example was presented on test-day observations analyzed with a random regression animal model including a lactation curve described as a sum of fixed polynomial regression and fixed spline regression on days in milk, and with genetic and permanent environmental effects modeled by using Legendre polynomials of order 2. Residuals had heterogeneous variances, and phantom parent groups were included. This method can be easily extended to other linear models. The comparison of genetic evaluation results with simulated true effects is used to demonstrate the great efficiency and usefulness of the proposed method. 相似文献
107.
Genetic association of clinical mastitis with test-day somatic cell score and milk yield during first lactation of Finnish Ayrshire cows 总被引:1,自引:0,他引:1
In this study the genetic association during lactation of 2 clinical mastitis (CM) traits: CM1 (7 d before to 30 d after calving) and CM2 (31 to 300 d after calving) with test-day somatic cell score (SCS) and milk yield (MY) was assessed using multitrait random regression sire models. The data analyzed were from 27,557 first-lactation Finnish Ayrshire cows. Random regressions on second- and third-order Legendre polynomials were used to model the daily genetic and permanent environmental variances of test-day SCS and MY, respectively, while only the intercept term was fitted for CM. Results showed that genetic correlations between CM and the test-day traits varied during lactation. Genetic correlations between CM1 and CM2 and test-day SCS during lactation varied from 0.41 to 0.77 and from 0.34 to 0.71, respectively. Genetic correlations of test-day MY with CM1 and CM2 ranged from 0.13 to 0.51 and from 0.49 to 0.66, respectively. Correlations between CM1 and SCS were strongest during early lactation, whereas correlations between CM2 and SCS were strongest in late lactation. Genetic correlations lower than unity indicate that CM and SCS measure different aspects of the trait mastitis. Milk yield in early lactation was more strongly correlated with both CM1 and CM2 than milk yield in later lactation. This suggests that selection for higher lactation MY through selection on increased milk yield in early lactation will have a more deleterious effect on genetic resistance to mastitis than selection for higher yield in late lactation. The approach used in this study for the estimation of the genetic associations between test-day and CM traits could be used to combine information from traits with different data structures, such as test-day SCS and CM traits in a multitrait random regression model for the genetic evaluation of udder health. 相似文献
108.
109.
Ripening of barrel-salted herring (Clupea harengus) is evaluated by the use of fluorescence spectroscopy and protein determinations. During ripening, protein degradation takes place in the herring and protein is extracted into the brine. The present study aims at identifying parameters which are correlated to the ripening characteristics of barrel-salted herring and which can provide a better understanding of the ripening process. Front face fluorescence landscapes were obtained by measuring directly on the brine from barrel-salted herring. These data were analyzed by parallel factor analysis (PARAFAC), which revealed four fluorophores, tryptophan (two states), vitamin B6 and riboflavin. All four parameters showed an increase in concentration during the storage period corresponding to an increase in protein content that varied from 3 g/100 g at day 60 to 5 g/100 g after 277 days of storage. It was not possible to see a difference in the development of the four fluorophores during the ripening period. The protein content was predicted from the fluorescence landscapes by partial least squares (PLS). The use of unfolded fluorescence spectra gave an RMSECV of 0.26 g/100 g and a correlation between the measured protein content and the predicted values of 0.86. 相似文献
110.