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Relationships between skin flavonoid content and berry physical-mechanical properties in four red wine grape cultivars (Vitis vinifera L.)

机译:四种红酒葡萄(Vitis vinifera L.)的皮肤类黄酮含量与浆果物理机械性能之间的关系

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摘要

Flavonoids are a class of bioactive compounds extremely important in food and wine industry. The development of rapid methods for their quantification in grape berries is one of the modern challenges in viticulture and enology research. Total flavonoid (TF) amount changes during grape ripening and also berry physicalmechanical properties, as evaluated by instrumental texture analysis, change in the same period. In this work, TF and berry physical-mechanical parameters were linked together through predictive models. Models were developed for each of four red wine grape cultivars: Brancellao, Cabernet Franc, Mencia and Merenzao, and another one considered all cultivars together. These models reached high accuracy and allowed to predict TF in grape berries with a low error (RMSE from 0.15 +/- 0.07 mg g(-1) to 0.35 +/- 0.10 mg g(-1) in prediction, as evaluated by cross-validation).
机译:类黄酮是一类在食品和葡萄酒工业中极为重要的生物活性化合物。葡萄浆果中快速定量方法的发展是葡萄栽培和酿酒学研究的现代挑战之一。通过仪器纹理分析评估,葡萄成熟期间的总黄酮(TF)量变化以及浆果的物理机械性能在同一时期发生变化。在这项工作中,TF和浆果的物理机械参数通过预测模型链接在一起。针对四个红酒葡萄品种:Brancellao,Cabernet Franc,Mencia和Merenzao,分别开发了模型,另一个模型将所有品种都考虑在内。这些模型达到了很高的准确度,并允许以较低的误差预测葡萄浆果中的TF(RMSE从0.15 +/- 0.07 mg g(-1)到0.35 +/- 0.10 mg g(-1)进行预测,通过交叉评估-验证)。

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