Grupo VIENAP, Instituto de Ciencias de la Vid y del Vino (CSIC, Universidad de La Rioja, Gobierno de La Rioja), Ctra. de Burgos, Km. 6, 26007 Logroño, Spain.
Grupo TELEVITIS, Instituto de Ciencias de la Vid y del Vino (Universidad de La Rioja, CSIC, Gobierno de La Rioja), Ctra. de Burgos, Km. 6, 26007 Logroño, Spain.
J Agric Food Chem. 2023 Feb 8;71(5):2616-2627. doi: 10.1021/acs.jafc.2c07425. Epub 2023 Jan 26.
The measurement of aromatic maturity during grape ripening provides very important information for determining the harvest date, particularly in white cultivars. However, there are currently no tools that allow this measurement to be carried out in a noninvasive and rapid way. For this reason, in the present work, we have studied the use of hyperspectral imaging (HSI)) to estimate the aromatic composition of L. Tempranillo Blanco berries during ripening. A total of 236 spectra in the VIS+short wave near-infrared (VIS+SW-NIR) range (400-1000 nm) of intact berries were acquired contactless under laboratory conditions. As gold standard values, a total of 20 volatile compounds were quantified by gas chromatography-mass spectrometry (GC-MS), and the concentration of total soluble solids (TSS) was measured by refractometry. Calibration, cross-validation, and prediction models were built using partial least squares (PLS). Values of ≥ 0.70 were obtained for α-terpineol, cymene, β-damascenone, β-ionone, benzaldehyde, benzyl alcohol, hexanal, citral, linalool, 2-phenylethanol, octanoic acid, nonanoic acid, 2-hexenal, 2-hexen-1-ol, (Z)-3-hexen-1-ol, total C norisoprenoids, total C6 compounds, total positive compounds (i.e., the sum of all families except C6 compounds), total benzenoids, and total soluble solids (TSS). Therefore, it can be affirmed that HSI in the VIS + SW-NIR range could be a good tool to estimate the aromatic composition of Tempranillo Blanco grape berries in a contactless, fast, and nondestructive way.
在葡萄成熟过程中测量芳香成熟度为确定收获日期提供了非常重要的信息,特别是在白葡萄品种中。然而,目前还没有工具可以实现非侵入性和快速的测量。因此,在本工作中,我们研究了利用高光谱成像(HSI)来估计 Tempranillo Blanco 葡萄浆果在成熟过程中的芳香成分。在实验室条件下,共采集了 236 个完整浆果的 VIS+短波近红外(VIS+SW-NIR)范围内(400-1000nm)的无接触光谱。作为金标准值,通过气相色谱-质谱联用(GC-MS)共定量了 20 种挥发性化合物,通过折射计测量了总可溶固形物(TSS)的浓度。使用偏最小二乘法(PLS)建立了校准、交叉验证和预测模型。对于α-松油醇、伞花烃、β-大马酮、β-紫罗兰酮、苯甲醛、苯甲醇、己醛、柠檬醛、芳樟醇、2-苯乙醇、辛酸、壬酸、2-己烯醛、2-己烯-1-醇、(Z)-3-己烯-1-醇、总 C 类异戊二烯、总 C6 化合物、总阳性化合物(即除 C6 化合物外的所有家族的总和)、总苯类化合物和总可溶固形物(TSS),均获得了≥0.70 的值。因此,可以肯定的是,VIS+SW-NIR 范围内的 HSI 可以成为一种非接触、快速、无损的方法来估计 Tempranillo Blanco 葡萄浆果的芳香成分。