Agriculture Victoria, Tatura, VIC 3616, Australia.
Food Agility CRC Ltd., Ultimo, NSW 2007, Australia.
Sensors (Basel). 2020 Nov 17;20(22):6555. doi: 10.3390/s20226555.
Technology for rapid, non-invasive and accurate determination of fruit maturity is increasingly sought after in horticultural industries. This study investigated the ability to predict fruit maturity of yellow peach cultivars using a prototype non-destructive fluorescence spectrometer. Collected spectra were analysed to predict flesh firmness (FF), soluble solids concentration (SSC), index of absorbance difference (I), skin and flesh colour attributes (i.e., a* and H°) and maturity classes (immature, harvest-ready and mature) in four yellow peach cultivars-'August Flame', 'O'Henry', 'Redhaven' and 'September Sun'. The cultivars provided a diverse range of maturity indices. The fluorescence spectrometer consistently predicted I and skin colour in all the cultivars under study with high accuracy (Lin's concordance correlation coefficient > 0.85), whereas flesh colour's estimation was always accurate apart from 'Redhaven'. Except for 'September Sun', good prediction of FF and SSC was observed. Fruit maturity classes were reliably predicted with a high likelihood (-score = 0.85) when samples from the four cultivars were pooled together. Further studies are needed to assess the performance of the fluorescence spectrometer on other fruit crops. Work is underway to develop a handheld version of the fluorescence spectrometer to improve the utility and adoption by fruit growers, packhouses and supply chain managers.
在园艺产业中,越来越需要快速、无创且准确地测定果实成熟度的技术。本研究使用原型非破坏性荧光光谱仪来研究预测黄桃品种果实成熟度的能力。分析采集的光谱以预测果肉硬度(FF)、可溶性固形物浓度(SSC)、吸光度差指数(I)、果皮和果肉颜色属性(即 a*和 H°)以及四个黄桃品种的成熟度等级(未成熟、可收获和成熟):'August Flame'、'O'Henry'、'Redhaven'和'September Sun'。这些品种提供了广泛的成熟度指数。荧光光谱仪在研究的所有品种中均能高度准确地预测 I 和果皮颜色(Lin 的一致性相关系数>0.85),而果肉颜色的估计总是准确的,除了'Redhaven'。除了'September Sun'之外,还观察到对 FF 和 SSC 的良好预测。当将四个品种的样本混合在一起时,果实成熟度等级可以可靠地预测(-评分=0.85)。需要进一步的研究来评估荧光光谱仪在其他水果作物上的性能。目前正在开发一种手持式荧光光谱仪,以提高水果种植者、包装厂和供应链管理人员的实用性和采用率。