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Detection and protection of triticale seed from infestation in a storage system.

机译:检测和保护黑小麦种子免受存储系统中的侵扰。

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摘要

The goal of this project was to develop improved methods for protecting triticale seed from infestation during storage. Triticale is the one of the most insect susceptible small grains during post-harvest storage, and serves as a model grain to test methods of insect control in seed storage. This was done through two main goals and one sub goal.;The first main goal was to protect triticale seed from infestation using drying methods. This done through finding the effects of three different drying temperatures and three different drying times on seed viability and insect mortality for different storage times. The results showed that total mortality occurred for 8% moisture content and that seed germination was not affected. Also, drying prevented a new generation of insects from emerging due to the low moisture content of the seed. The economic outcome of this research has the potential to significantly lower the cost by as much as 90% compared with chemical treatments for small grain seed storage currently used for insect control.;The second main goal, was to develop a method of identifying infestations by detecting and predicting the degree of infestation of triticale seed infested with rice weevils using near-infrared (NIR) spectroscopy. The detection was for 11 degrees of infestation with six growth stages from egg to adult inside the seed. The data were analyzed using several methods such as stepwise multiple linear regression, exhaustive model and regression tree. The results led to the conclusion that the late growth stages could be detected more accurately than early infestation. The model that produced the lowest mean square differences was stepwise. A sub goal was to measure sorption isotherms curves for triticale and use the results to develop a method to dry triticale seed. A best fit equation was developed describing these relationships. The results showed that the modified Chung-Pfost equation represents this relationship most accurately.;Overall, this study showed great potential for using drying treatments and nearinfrared spectroscopy for protection and detection of the infested seed in the different growth stages of the rice weevil.
机译:该项目的目的是开发一种改进的方法,以保护黑小麦种子在储存期间不被侵染。小黑麦是收获后储存期间对昆虫最易感的小颗粒之一,并用作测试种子储存中昆虫控制方法的模型谷物。这是通过两个主要目标和一个子目标完成的;第一个主要目标是使用干燥方法来保护小黑麦种子免受侵扰。通过发现三种不同的干燥温度和三种不同的干燥时间对不同储存时间的种子生存力和昆虫死亡率的影响,可以做到这一点。结果表明,水分含量为8%时,总死亡率会发生,而种子发芽不会受到影响。而且,干燥由于种子的低水分含量而阻止了新一代昆虫的出现。与目前用于昆虫控制的小粒种子储存的化学处理相比,这项研究的经济成果有可能将成本降低多达90%。;第二个主要目标是开发一种通过使用近红外光谱法检测和预测水稻象鼻虫侵染的黑小麦种子的侵染程度。检测是从种子内的卵到成虫有11个侵染度,有六个生长阶段。使用几种方法分析数据,例如逐步多元线性回归,穷举模型和回归树。结果得出结论,与早期侵染相比,可以更准确地检测出晚期生长阶段。产生最低均方差的模型是逐步的。次要目标是测量黑小麦的吸附等温线曲线,并使用结果开发一种干燥黑小麦种子的方法。建立了描述这些关系的最佳拟合方程。结果表明,改进的Chung-Pfost方程最准确地表示了这种关系。总体而言,这项研究显示了利用干燥处理和近红外光谱技术来保护和检测水稻象鼻虫不同生育阶段受侵染种子的巨大潜力。

著录项

  • 作者单位

    University of Florida.;

  • 授予单位 University of Florida.;
  • 学科 Agriculture.;Agronomy.;Engineering.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 102 p.
  • 总页数 102
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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