张红涛, 裴震宇, 张晓东, 谭联, 常艳, 朱洋. 基于Micro-CT的麦粒内害虫侵染研究[J]. 农业工程学报, 2019, 35(3): 274-280. DOI: 10.11975/j.issn.1002-6819.2019.03.034
    引用本文: 张红涛, 裴震宇, 张晓东, 谭联, 常艳, 朱洋. 基于Micro-CT的麦粒内害虫侵染研究[J]. 农业工程学报, 2019, 35(3): 274-280. DOI: 10.11975/j.issn.1002-6819.2019.03.034
    Zhang Hongtao, Pei Zhenyu, Zhang Xiaodong, Tan Lian, Chang Yan, Zhu Yang. Research on changes of insect infestation in wheat grain for Micro-computed tomography[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2019, 35(3): 274-280. DOI: 10.11975/j.issn.1002-6819.2019.03.034
    Citation: Zhang Hongtao, Pei Zhenyu, Zhang Xiaodong, Tan Lian, Chang Yan, Zhu Yang. Research on changes of insect infestation in wheat grain for Micro-computed tomography[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2019, 35(3): 274-280. DOI: 10.11975/j.issn.1002-6819.2019.03.034

    基于Micro-CT的麦粒内害虫侵染研究

    Research on changes of insect infestation in wheat grain for Micro-computed tomography

    • 摘要: 准确检测粮粒内部早期虫害侵蚀,可提前判断储粮受侵染状况,对及时确定合理的防治措施具有重要的意义。该文提出基于Micro-CT系统的麦粒内部早期侵染无损检测的方法。试验以显微CT投影数据的振荡幅度和灰度差来确定Micro-CT最佳参数组合。麦粒主要成分厚度1~6 mm变化时,距麦粒茸毛端基准面等距离处的灰度立方体的平均灰度值,会随着厚度的降低而增大。分析麦粒长轴朝向与旋转台面之间的夹角为0、45(、90(的麦粒平均灰度值,得麦粒平均灰度值由0时的80.406上升至90(时的88.544。用FDK算法(Feldkamp,Davis,Kress)重建试验中侵染粒的投影数据,统计得出米象横截面外观由单个圆形变成卵圆形再转变为多个圆形或卵圆形的组合,米象与虫洞之间的空隙逐渐增大,虫洞从表皮侵蚀至麦粒腹沟再扩张至表皮附近。利用Mimics平台绘制的三维可视化数据可得,米象发育过程中米象外观由杆状变为椭球形再发育出各个器官,米象长度由卵期0.37~0.5 mm发育到成虫期2.7~4.3 mm,宽度由卵期0.26~0.3 mm发育到成虫期0.97~1.3 mm,米象体积在蛹期达到最大,虫洞由表皮逐渐向麦粒中心延伸扩展并最终贯穿整个麦粒。结果表明,利用Micro-CT系统进行无损检测可准确表达各龄期侵染粒内部微观结构的变化过程,为麦粒内部害虫的早期自动检测提供理论依据。

       

      Abstract: Abstract: The accurate detection about early insect pest inside grains can determine the infection of the grain in advance, which has great significant for developing reasonable control measures. This paper proposed a method for non-destructive detection of early infestation of wheat kernels based on Micro-CT system. The 3rd, 9th, 17th, 22nd and 28th day after the mixture of Sitophilus oryzae Linne and the perfect grain, were named respectively the egg stage, the young larva stage, the elder larva stage, the pupa stage and the adult stage under the experimental conditions. A series of micro-CT projection data was randomly selected near the middle of the grain for gray scale statistics, and the oscillation amplitude and gray scale difference were used as the basis for judgment. And the optimal parameter combination of the Micro-CT grain detection system was determined to be 55 kV anode voltage and 0.1 mm aluminum filter. When the main component of the grain changed by 1-6 mm, as the thickness of the grain decreased, the average gray value of the gray cube at the equidistance from the reference surface of the grain end of the grain gradually increased. That is, when the thickness of the grain was small, the path through which the X-ray passed was short, and the average gray value of the obtained projected image was increased. The change of the length of the X-ray through the path of the wheat grain caused a change in the average gray value of the projected image of the grain, and the shorter the path through which the X-ray passed, the larger the average gray value of the projected image. The aspect ratio of the grain was 1.53-4.17. When 360° rotation imaging, the different attitudes during imaging had a great influence on the length of the X-ray passing through its path. In the two-dimensional projection imaging of wheat grain, as the angle between the long axis of the grain and the rotating table increased, the average path length of the X-ray through the grain decreased, and the rate of change of the path length decreased, therefore the average gray value of the projected image increased and improved the consistency of the grain projection imaging. As a result, it was determined that the optimum scanning angle was that the long axis of the grain is oriented at 90° to the rotating table. Statistics the projection data of the infected grains in tests, through the slice data reconstructed by FDK algorithm, it could be seen that, the cross-sectional appearance of the grain image changed from a single circle to an oval shape and then to a multiple combination of circle or oval shape, while the spacing between the rice and wormholes expanded gradually, and the wormholes erode from the epidermis to the grain groin and then expanded around epidermis. The three-dimensional visualization data drawn by Mimics platform showed that, during the development of the grain image, the appearance of the grain image changed from rod to ellipsoid and then each organ developed, when the volume of the grain image arrived to its maximum in the pupa stage and the wormhole gradually extended from the epidermis to the center of the grain and eventually extended through the whole grain. The results showed that the non-destructive testing using Micro-CT system could accurately express the changes of the internal microstructure of wheat grains, and provided evidences for the study of early infective grains.

       

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