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Modeling the Spread of Alfalfa Stem Nematodes: Insights into Their Dynamics and Control

机译:苜蓿茎线虫传播的建模:对其动力学和控制的见解。

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摘要

Alfalfa is a major cash crop in the western United States, where fields that are infested with the alfalfa stem nematode (Ditylenchus dipsaci ) can be found. With no nematicides available to control alfalfa stem nematode spread, growers can use nematode resistant varieties of alfalfa to manage nematode populations in a field. A deterministic, discrete-time, host-parasite model is presented that describes the spread of alfalfa stem nematodes on resistant hosts that was fit to experimental data obtained in Weber County, Utah. Numerical results obtained from simulations with the model are used to compare how varying levels of resistance can affect harvest yield.;Resistant varieties can also affect the invasion speeds of epidemics in crops. A continuous time, spatial model is presented that describes how these resistant varieties affect invasion speeds in general crop systems. Speeds of traveling wave fronts are determined for simple epidemics in crops that contain a mixture of resistant and non-resistant hosts. For the model, it was found that the wave speeds will slow down as highly nematode resistant varieties of alfalfa are used.;The speed of invasion for the alfalfa stem nematode can be determined by using a mathematical relationship that is know as the contact distribution. We present a spatial model for the spread of alfalfa stem nematodes that uses a Gaussian distribution as the contact distribution of the alfalfa stem nematodes, which was determined by experimental data. Using this contact distribution we are able to approximate the speed of nematode invasive fronts in absence of advection, i.e. without nematode trans-port through flood irrigation. The contact distribution is then used to calculate front speeds when resistant varieties of alfalfa are introduced. We found that, unsurprisingly, invasive speeds are relatively low and cannot support the rapid dispersal of the disease among fields as seen in practice. However, this result leads to conjecture that changing current irrigation practices, from flood to sprinkle irrigation, could effectively contribute to control the spread of alfalfa stem nematodes.;Resistant varieties of alfalfa can be used to effectively control the spread of the alfalfa stem nematode. In this work we have shown that using resistant varieties of alfalfa can increase yield up to 83%, they can slow down invasion speeds of nematodes, and switching from flood to sprinkler irrigation could effectively contribute to the control of the alfalfa stem nematode.
机译:苜蓿是美国西部的一种主要经济作物,在这里可以发现被苜蓿茎线虫(Ditylenchus dipsaci)侵染的田地。由于没有杀线虫剂可以控制苜蓿茎线虫的传播,种植者可以使用抗线虫苜蓿品种来管理田间线虫种群。提出了确定性的离散时间宿主-寄生虫模型,该模型描述了苜蓿茎线虫在抗性宿主上的扩散,该模型与在犹他州韦伯县获得的实验数据相符。使用该模型从模拟中获得的数值结果用于比较不同水平的抗性如何影响收获产量。抗性品种也可以影响作物流行病的入侵速度。提出了一个连续的时间空间模型,该模型描述了这些抗性品种如何影响普通作物系统中的入侵速度。对于包含抗药性和非抗药性宿主的农作物中的简单流行病,应确定行波前沿的速度。对于该模型,发现随着使用高度抗线虫的紫花苜蓿品种,波速会减慢;紫花苜蓿茎线虫的入侵速度可以通过使用一种称为接触分布的数学关系来确定。我们提出了一个苜蓿茎线虫传播的空间模型,该模型使用高斯分布作为苜蓿茎线虫的接触分布,这是通过实验数据确定的。使用这种接触分布,我们能够在没有对流的情况下(即没有通过洪水灌溉的线虫转运)估算线虫侵入线的速度。当引入抗药性苜蓿品种时,接触分布可用于计算前端速度。毫无疑问,我们发现,入侵速度相对较低,并且不能支持在实践中看到的疾病在各个领域的快速传播。然而,这一结果导致人们猜测,从洪水到洒水灌溉,改变目前的灌溉方式,可以有效地控制苜蓿茎线虫的扩散。抗性苜蓿品种可以用来有效控制苜蓿茎线虫的扩散。在这项工作中,我们表明,使用苜蓿的抗性品种可以将产量提高至83%,可以减缓线虫的入侵速度,从洪水转向喷灌的灌溉可以有效地控制苜蓿茎线虫。

著录项

  • 作者

    Jordan, Scott G.;

  • 作者单位

    Utah State University.;

  • 授予单位 Utah State University.;
  • 学科 Mathematics.
  • 学位 Ph.D.
  • 年度 2018
  • 页码 71 p.
  • 总页数 71
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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