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利用低场核磁共振及其成像技术分析水稻浸种过程水分传递

宋平 徐静 马贺男 王成 杨涛 李娜

农业工程学报2016,Vol.32Issue(17):274-280,7.
农业工程学报2016,Vol.32Issue(17):274-280,7.DOI:10.11975/j.issn.1002-6819.2016.17.036

利用低场核磁共振及其成像技术分析水稻浸种过程水分传递

Analysis on moisture transport in process of rice soaking using low field nuclear magnetic resonance and its imaging

宋平 1徐静 2马贺男 3王成 4杨涛 1李娜5

作者信息

  • 1. 沈阳农业大学信息与电气工程学院,沈阳 110866
  • 2. 国家农业智能装备工程技术研究中心,北京 100097
  • 3. 农业部农业信息技术重点实验室,北京 100097
  • 4. 农业智能装备技术北京市重点实验室,北京 100097
  • 5. 中国刑事警察学院网络犯罪侦查系,沈阳 110854
  • 折叠

摘要

Abstract

In order to study the internal water flow process of rice seed in presoaking and visualize the internal water transport process, an experiment of monitoring three varieties of rice seeds, namely SYAU No. 9816, Qi-shan-zhan, and Xiu-zi-nuo, during a 48h presoaking process with TD-NMR and MRI technology has been conducted. To learn the effect of the presoaking process on rice seed water distribution and water absorption, during the experiment period, the PDWIs of all samples have been obtained with SE pulse sequence, and the T2 spectral deconvolution images have been obtained with the CPMG pulse sequence every 6 hours. During the observation period, after presoaking for 0 hour, 6 hours, 12 hours, 18 hours, 24 hours, 30 hours, 36 hours, 48 hours, spin-echo (spin echo, SE) pulse sequence had been used to obtain proton density-weighted images of all the samples. CPMG (carr-purcell-meiboomgill sequence, CPMG) sequence had been used to obtain the transverse relaxation time T2 inversion spectrum of all the samples, so as to analyze the impact of seed soaking of the internal water distribution of rice seeds. NIUMAG MRI image processing software had been used on the 256 pixel × 256 pixel grayscale images acquired by the magnetic resonance imaging software for unified grayscale, pseudo color images, filtering and other processing, to adapt the images into forms that were more suitable for observation. The average value of the 3 CPMG pulse sequence value generated by the analysis software after repeated application of NMR signal at different corresponding time and the peak value had been calculated and the average value had been imported into NMR inversion software to obtain T2 spectral deconvolution. The experiment results showed that: MRI is an effective water detection technology, with whose help the internal water of rice seeds during presoaking can be monitored efficiently, accurately, without any loss. The use of T2 relaxation spectrum and proton density-weighted images helped to obtain a sample of internal hydrogen proton density and distribution, so as to reflect the moisture content and water flow information of the sample. PDWI can show the distribution of hydrogen proton within the samples. As in a PDWI, the part will be brighter if the density of hydrogen proton in that part is higher and the hydrogen protons within rice seeds mainly come from water, the brighter the part of the image is the higher level of water content in that part of the seeds it is. Therefore, with PDWI, the internal water distribution of rice seeds can be detected and explicitly shown. By observing the grayscale and the signal intensity curve of the three different kinds of rice after 48-hour presoaking time at various sampling points, the results found embryos had the highest moisture content, the seed coat came second, and endosperm had the lowest moisture content. A serial of pseudo-color maps of rice seeds obtained every 6 hours during presoaking can manifest the internal water dynamic flow process within the seeds. The map analysis showed that the water first penetrated the semi-permeable membrane of the embryos, went inside of the seed from the embryo end, penetrated the seed coat into the seed, and finally reached the endosperm. According to the T2 spectral deconvolution signal amplitude spectrum, water absorption of the rice seeds can be calculated. After each period of presoaking at various monitoring points, Xiu-zi-nuo showed the highest level of water absorption, Qi-shan-zhan came the next, and SYAU No. 9816 had the lowest level of water absorption. The paper analyzed the causes of the difference in water absorption: amylopectin has better water absorption than amylase, and Xiu-zi-nuo has the highest amylopectin content within the three different seed types, while SYAU No. 9816 has the highest amylose content. This conclusion was perfectly verified by the MRI results. The experiment results may provide valuable data for the module construction of water transport theory during rice seed presoaking.

关键词

水分/核磁共振/种子/质子密度加权像/伪彩图/浸种/水分传递/T2反演谱

Key words

moisture/nuclear magnetic resonance (NMR)/seed/proton density weighted image/pseudo-color map/presoaking/water transport/T2 spectral deconvolution

分类

农业科技

引用本文复制引用

宋平,徐静,马贺男,王成,杨涛,李娜..利用低场核磁共振及其成像技术分析水稻浸种过程水分传递[J].农业工程学报,2016,32(17):274-280,7.

基金项目

国家高技术研究发展计划(863计划)作物生产智能监控关键技术与系统研究(2012AA10A503);国家重大科学仪器设备开发专项“便携式植物微观动态离子流检测设备研发与应用”(2011YQ080052);公益性行业(农业)科研专项“作物育种材料农艺性状信息高通量获取与辅助筛分技术”(201203026)。 ()

农业工程学报

OA北大核心CSCDCSTPCD

1002-6819

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