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A Multipurpose Portable Instrument for Determining Ripeness in Wine Grapes Using NIR Spectroscopy

机译:利用近红外光谱法测定酿酒葡萄成熟度的多功能便携式仪器

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This paper describes the development of a noninvasive instrument that is designed to measure three parameters of ripeness in wine grapes, i.e., sugar (Brix), pH, and anthocyanin concentration. The instrument is based on near-infrared spectroscopy, and it comes in contact with the berry in the cluster without altering its ripening process. A thorough description of the calibration process for the instrument is done for the different grape varieties, e.g., Cabernet Sauvignon, CarmÉnÈre, Merlot, Pinot Noir, and Chardonnay. Samples from vineyards located in the Maipo Valley (Chile) taken during the 2003 season were processed to develop calibration models using partial least squares techniques. The models were validated in terms of root mean square error of validation and $R^{2}$ indices. The results show the great potential of this technique regarding Brix and pH measurements. For the anthocyanin concentration measurements, the results are promising but require an accurate procedure to obtain reference values for model calibration. The instrument can be useful for sampling strategies that look for optimum harvest schedules according to grape maturity in terms of not only sugar content but also pH and anthocyanin concentration.
机译:本文介绍了一种无创仪器的开发,该仪器旨在测量酿酒葡萄成熟度的三个参数,即糖(白利糖度),pH和花色苷浓度。该仪器基于近红外光谱,可以与簇中的浆果接触,而不会改变其成熟过程。对于不同的葡萄品种,例如赤霞珠,卡梅涅,梅洛,黑比诺和霞多丽,对仪器的校准过程进行了详尽的描述。使用偏最小二乘技术处理了2003赛季在迈坡谷(智利)的葡萄园中采集的样品,以开发校准模型。根据验证的均方根误差和$ R ^ {2} $指数对模型进行了验证。结果表明该技术在白利糖度和pH测量方面的巨大潜力。对于花青素浓度的测量,结果是有希望的,但需要准确的程序来获取模型校准的参考值。该仪器可用于根据葡萄成熟度(包括糖含量,pH和花青素浓度)寻找最佳收获时间表的采样策略。

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