Regional and seasonal activity predictions for fall armyworm in Australia

IF 2.2 Q1 ENTOMOLOGY
James L. Maino , Rafael Schouten , Kathy Overton , Roger Day , Sunday Ekesi , Bosibori Bett , Madeleine Barton , Peter C. Gregg , Paul A. Umina , Olivia L. Reynolds
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引用次数: 33

Abstract

Since 2016, the fall armyworm (FAW), Spodoptera frugiperda, has undergone a significant range expansion from its native range in the Americas, to continental Africa, Asia, and in February 2020, mainland Australia. The large dispersal potential of FAW adults, wide host range of immature feeding stages, and unique environmental conditions in its invasive range creates large uncertainties in the expected impact on Australian plant production industries. Here, using a spatial model of population growth and spread potential informed by existing biological and climatic data, we simulate seasonal population activity potential of FAW, with a focus on Australia's grain production regions. Our results show that, in Australia, the large spread potential of FAW will allow it to exploit temporarily favourable conditions for population growth across highly variable climatic conditions. It is estimated that FAW populations would be present in a wide range of grain growing regions at certain times of year, but importantly, the expected seasonal activity will vary markedly between regions and years depending on climatic conditions. The window of activity for FAW will be longer for growing regions further north, with some regions possessing conditions conducive to year-round population survival. Seasonal migrations from this permanent range into southern regions, where large areas of annual grain crops are grown annually, are predicted to commence from October, i.e. spring, with populations subsequently building up into summer. The early stage of the FAW incursion into Australia means our predictions of seasonal activity potential will need to be refined as more Australian-specific information is accumulated. This study has contributed to our early understanding of FAW movement and population dynamics in Australia. Importantly, the models established here provide a useful framework that will be available to other countries should FAW invade in the future. To increase the robustness of our model, field sampling to identify conditions under which population growth occurs, and the location of source populations for migration events is required. This will enable accurate forecasting and early warning to farmers, which should improve pest monitoring and control programs of FAW.

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澳大利亚秋粘虫的区域和季节活动预测
自2016年以来,秋粘虫(FAW),即Spodoptera frugiperda,经历了重大的范围扩张,从美洲的原生范围扩展到非洲大陆、亚洲,并于2020年2月扩展到澳大利亚大陆。FAW成虫巨大的传播潜力、广泛的未成熟取食期寄主范围以及其入侵范围内独特的环境条件,给澳大利亚植物生产行业的预期影响带来了很大的不确定性。本文基于现有的生物和气候数据,利用人口增长和传播潜力的空间模型,模拟了一汽的季节性人口活动潜力,并以澳大利亚的粮食产区为重点。我们的研究结果表明,在澳大利亚,一汽的巨大传播潜力将使它能够在高度多变的气候条件下利用暂时的有利条件来实现人口增长。据估计,在一年中的某些时候,FAW种群将出现在广泛的粮食种植区,但重要的是,根据气候条件,预期的季节性活动将在地区和年份之间有显著差异。在更北的生长区,一汽的活动窗口将更长,一些地区拥有有利于全年人口生存的条件。预计从10月(即春季)开始,从这一永久范围向每年种植大面积年度粮食作物的南部地区的季节性迁徙将开始,随后人口将增加到夏季。一汽汽车进入澳大利亚的早期阶段意味着,随着更多澳大利亚特定信息的积累,我们对季节性活动潜力的预测将需要改进。这项研究有助于我们对澳大利亚一汽运动和人口动态的早期了解。重要的是,这里建立的模型提供了一个有用的框架,如果一汽在未来入侵其他国家,这个框架将可供使用。为了增加我们模型的稳健性,需要实地抽样来确定种群增长发生的条件,以及迁移事件源种群的位置。这将为农民提供准确的预测和预警,从而改善一汽害虫监测和控制计划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Research in Insect Science
Current Research in Insect Science Agricultural and Biological Sciences-Animal Science and Zoology
CiteScore
3.20
自引率
0.00%
发文量
22
审稿时长
36 days
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