Assessing pest control treatments from phenology models and field data

IF 3.8 1区 农林科学 Q1 AGRONOMY Pest Management Science Pub Date : 2024-12-02 DOI:10.1002/ps.8585
Diego F. Rincon, Javier Gutierrez-Illan, David W. Crowder
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Abstract

BACKGROUND

Efficacy of insecticides is often determined from apparent yield loses due to a target pest. However, pests can affect yields even when controls work as expected. Further, most pest populations are monitored through adult counts without procedures to assess dynamics of immature stages. Here, we propose a framework to assess the efficacy of control treatments from adult counts in non-experimental setups based on the shifts in temporal patterns of adult emergence caused during the residual period of treatments applied to kill immatures. We use phenology models scaled to field counts to track the stage structure of pest populations across a season and produce reference population trajectories with and without the treatment. Field-collected trajectories are then classified as with or without an effective control through a time-sequential probability ratio test. The method was evaluated using pheromone trap captures of codling moth, Cydia pomonella, and four of the most widely implemented treatment programs in apple and pear orchards.

RESULTS

Simulations revealed that when field-collected trajectories are classified as treated with a control, there is 70% chance that the treatment program is > 50% effective, or that the program is < 66% effective when field-collected trajectories are classified as untreated, provided the trajectories are made of ≥ 15 pheromone traps.

CONCLUSION

This framework is a powerful, evidence-based tool to optimize the selection of inputs and application protocols for pest control and could be applied to virtually any pest that can be sampled regularly and whose phenology can be modeled as a function of degree-days. © 2024 The Author(s). Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.

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根据物候模型和田间数据评估虫害防治措施
杀虫剂的功效通常由目标害虫造成的表观产量损失来确定。然而,即使控制措施达到预期效果,害虫也会影响产量。此外,大多数害虫种群是通过成虫计数来监测的,没有评估未成熟阶段动态的程序。在这里,我们提出了一个框架来评估控制处理在非实验设置的成虫数量的有效性,该框架基于在用于杀死未成熟虫的处理的剩余期间引起的成虫羽化的时间模式的变化。我们使用按田间数量缩放的物候模型来跟踪害虫种群在一个季节的阶段结构,并产生有和没有处理的参考种群轨迹。然后,通过时间序列概率比检验,将现场收集的轨迹分类为有效控制或无效控制。利用信息素诱捕器捕获的冷蛾、雪桃以及在苹果和梨果园中最广泛实施的四种处理方案,对该方法进行了评价。
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来源期刊
Pest Management Science
Pest Management Science 农林科学-昆虫学
CiteScore
7.90
自引率
9.80%
发文量
553
审稿时长
4.8 months
期刊介绍: Pest Management Science is the international journal of research and development in crop protection and pest control. Since its launch in 1970, the journal has become the premier forum for papers on the discovery, application, and impact on the environment of products and strategies designed for pest management. Published for SCI by John Wiley & Sons Ltd.
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