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Study of tomato maturity using nuclear magnetic resonance relaxometry and imaging

机译:利用核磁共振弛豫法和成像技术研究番茄成熟度

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Tomatoes experience complex sequential physiological and structural changes during ripening. This study explores this process by using proton Nuclear Magnetic Resonance (NMR) Relaxometry to investigate changes in tomato fruit during maturation and detecttomato maturity with Magnetic Resonance Imaging (MRf). Multiple T2 relaxation components were observed in Tz relaxation measurement of excised pericarp disks. Three relaxation components were resolved from the decay, which were assigned to water in vacuole, cytoplasm, and cell wall, respectively. The Tj of the vacuole water decreased gradually as tomato fruit turned red. The Tz of both cytoplasm and cell wall water reached a maximum at light red stage, and showed a considerable decrease at red stage. The vacuole showed a steady increase In Its relative water content as the fruit ripened. The pattern of changes in relative water content of cytoplasm and cell wall is more complicated, but their values tend to decrease towards the late stages. The changes in T2 relaxation behaviour revealed the variations in the water mobility and distribution at subcellular level as tomato ripened. In addition, tomato fruit were scanned using seven imaging sequences. Partial least square-discriminant analysis was carried out on the signal intensity of the pericarp region in the images acquired by the seven imaging sequences. About 86% of the red fruit and 91% non-red fruit were classified correctly. The major cause of the classification error is the subtle differencebetween light red and red fruit
机译:番茄在成熟过程中会经历复杂的顺序生理和结构变化。这项研究通过使用质子核磁共振(NMR)弛豫法研究番茄果实在成熟过程中的变化并通过磁共振成像(MRf)检测番茄成熟度来探索这一过程。在切除的果皮圆盘的Tz弛豫测量中观察到多个T2弛豫成分。从衰变中解析出三个松弛成分,分别将它们分配给液泡,细胞质和细胞壁中的水。随着番茄果实变红,液泡水的Tj逐渐降低。细胞质和细胞壁水的Tz在浅红色阶段达到最大值,并且在红色阶段显示出相当大的降低。果实成熟时,液泡的相对含水量稳定增加。细胞质和细胞壁的相对含水量变化的模式更为复杂,但其值趋于向后期降低。 T2弛豫行为的变化揭示了番茄成熟后亚细胞水平上水分迁移率和分布的变化。此外,使用七个成像序列扫描了番茄果实。对通过七个成像序列获取的图像中果皮区域的信号强度进行了部分最小二乘判别分析。正确分类了大约86%的红色水果和91%的非红色水果。分类错误的主要原因是浅红色和红色水果之间的细微差异

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