银学波, 明博, 侯俊峰, 王克如, 李少昆, 谢瑞芝. 基于X-ray μCT技术的玉米籽粒结构特征的粒位效应分析[J]. 农业工程学报, 2021, 37(7): 8-14. DOI: 10.11975/j.issn.1002-6819.2021.07.002
    引用本文: 银学波, 明博, 侯俊峰, 王克如, 李少昆, 谢瑞芝. 基于X-ray μCT技术的玉米籽粒结构特征的粒位效应分析[J]. 农业工程学报, 2021, 37(7): 8-14. DOI: 10.11975/j.issn.1002-6819.2021.07.002
    Yin Xuebo, Ming Bo, Hou Junfeng, Wang Keru, Li Shaokun, Xie Ruizhi. Effects of various grain positions of ear on the internal structural parameters of maize grain using X-ray μCT[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(7): 8-14. DOI: 10.11975/j.issn.1002-6819.2021.07.002
    Citation: Yin Xuebo, Ming Bo, Hou Junfeng, Wang Keru, Li Shaokun, Xie Ruizhi. Effects of various grain positions of ear on the internal structural parameters of maize grain using X-ray μCT[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(7): 8-14. DOI: 10.11975/j.issn.1002-6819.2021.07.002

    基于X-ray μCT技术的玉米籽粒结构特征的粒位效应分析

    Effects of various grain positions of ear on the internal structural parameters of maize grain using X-ray μCT

    • 摘要: 玉米籽粒因其在果穗上着生位置不同存在较大差异,明确籽粒结构特征的粒位效应为玉米的消费、加工和播种质量等玉米产量和品质性状的评价提供参考。该研究以3个不同籽粒类型的玉米品种登海618(DH618)、KX3564和先玉335(XY335)为材料,利用X射线计算机断层(X-ray micro-computed tomography,X-ray μCT)技术扫描测试样本,通过图像滤波、阈值分割等图像分析方法重建籽粒3维结构,获取玉米果穗不同粒位籽粒的胚、胚乳、皮下空腔、胚空腔、硬质胚乳、粉质胚乳、胚乳空腔等结构参数。数据分析表明,籽粒不同结构指标在果穗上呈现不同的变化规律,从基部到顶部(不考虑果穗两端的极端籽粒),胚、胚乳及硬质胚乳体积线性下降,各指标在果穗上的变化范围分别为15.82~33.36、180.15~296.50及87.13~166.00 mm3;胚乳空腔>皮下空腔>胚空腔,果穗中部籽粒的空腔较小且稳定,3个品种表现一致;胚与胚乳的比值在粒位间基本稳定,粉质胚乳体积、硬质胚乳与粉质胚乳的比值从基部至顶部逐渐减小,但不同指标的变化斜率存在差异。3个供试品种的籽粒结构参数不同:DH618果穗不同部位籽粒胚与胚乳的比值大于KX3564和XY335,XY335籽粒硬质胚乳与粉质胚乳的比值大于DH618和KX3564。在籽粒空腔方面,KX3564皮下空腔的比例较高,而XY335胚乳空腔的比例较高。3个品种胚、胚乳、皮下空腔体积在玉米籽粒中的比例平均分别为9.27%、89.87%、0.86%。X-ray μCT扫描技术为玉米籽粒性状的研究提供新的方法与思路,明确果穗籽粒结构的粒位效应有利于全面地掌握玉米果穗上籽粒的性状特征,为玉米的生产、加工及品种改良等提供借鉴。

       

      Abstract: Grain structure is an important characteristic of maize varieties, particularly in representing the grain filling and texture in some cases. But the effect of kernel positions on grain structures in maize still remained unclear. Clarifying the kernel position effects of grain structure is beneficial to comprehensively grasp the grain characteristics of maize ears, and provides a reference for the production, processing and variety improvement of maize. In this study, three grain types of maize cultivars were taken to clarify the kernel position effects, including Denghai 618 (DH618), KX3564, and Xianyu 335 (XY335), from Qitai, Xinjiang of Western China in 2018. Samples were selected at regular kernel intervals, where each ear was in an average of 12 grains. A total of 104 samples were scanned from the three varieties. The grain three-dimensional structures were reconstructed by imaging processing, such as segmentation, thresholding, and reconstruction, where more than 900 2D images were obtained in the different sections (X-Y, X-Z, and Y-Z) of grains using an X-ray micro-computed tomography (X-ray μCT). In addition to visualization, the grain structural parameters were also extracted, including the embryo, endosperm, subcutaneous cavity, embryo cavity, hard endosperm, soft endosperm, and endosperm cavity. The internal structure of grain was more accurately determined, especially on the cavity structure of grain, compared with the traditional manual and machine vision. The results showed that the effect of kernel position grain structure indicators on ear was different. Specifically, the volume of embryo, endosperm, and hard endosperm showed a linear downward trend from the base to the top of the ear, without considering the extreme grains at both sides of the ear. The range of each indicator on ear was 15.82-33.36, 180.15-296.50 and 87.13-166.00 mm3, respectively. The cavity volume of subcutaneous, embryo, and endosperm remained stable in the middle of the ear, significantly lower than those in the upper and lower parts, in the sequence endosperm cavity> subcutaneous cavity> the embryo cavity. The ratio of embryo to endosperm was basically stable among grains. The volume of soft endosperm and the ratio of hard endosperm to soft endosperm decreased gradually from the base to the top, but the slope was different. There was the same tendency of parameters at different kernel positions in three varieties, but there were differences in absolute value: the ratio of grain embryo to endosperm at different positions of the ear in DH618 was significantly higher than those in KX3564 and XY335. The ratio of hard to soft endosperm in XY335 was significantly larger than those in DH618 and KX3564. In terms of grain cavities, KX3564 had a higher proportion of subcutaneous cavities and XY335 had a higher proportion of endosperm cavities. The volume proportion of embryo, endosperm and subcutaneous cavity in maize grains of the three varieties was 9.27%, 89.87% and 0.86%, respectively. X-ray μCT technology provides a new method and idea for the study of maize grain characters. Kernel position has also played a significant role in the grain structure among different positions of the maize ear. The findings suggest that the sampling position should be considered when conducting kernel research, due mainly to the differences of grain structure in positions of the maize ear.

       

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