Ecological integration of Vespa velutina Lepeletier, 1836 in South Korea: a comprehensive study of co-occurrence and interaction patterns with native social wasps.

IF 3.8 1区 农林科学 Q1 AGRONOMY Pest Management Science Pub Date : 2024-08-01 DOI:10.1002/ps.8348
Woong-Bae Park, Yuno Do, Moon Bo Choi
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Abstract

Background: The spread of Vespa velutina Lepeletier, 1836 (Asian hornet) in South Korea poses a threat to biodiversity and agriculture. Traditional species interaction models often fail to capture the complexity of invasive species dynamics. This study used association rule learning (ARL) and clustering analyses to explore the interactions of V. velutina with native Vespidae species in South Korea, with the aim of uncovering patterns of coexistence and competition.

Results: Over 4 years (2020-2023), 304 traps were strategically placed across South Korea to collect data on Vespidae species. Our findings showed that Vespula flaviceps, Vespa crabro, and Vespula koreensis were the most frequently encountered species. V. velutina was also widespread, suggesting its successful integration into local ecosystems. The ARL analysis, using the 'apriori' algorithm, identified significant co-occurrence patterns and potential interactions. The rules generated indicated both competitive and coexistent relationships with varying levels of association strength across different regions. Clustering analyses, including hierarchical and k-means clustering, grouped species based on their occurrence similarities. The distinct clusters formed in the analysis highlighted the unique ecological roles and interactions of V. velutina and other Vespidae species in South Korean ecosystems.

Conclusion: This study confirms the successful establishment of V. velutina in diverse South Korean ecosystems and highlights its complex interactions with native species. These findings support the need for nuanced management strategies that consider the intricate ecological relationships of V. velutina. This approach is crucial for the effective management of invasive species and ecosystem conservation. © 2024 The Author(s). Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.

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南韩 Vespa velutina Lepeletier, 1836 的生态整合:与本地社会蜂共存和互动模式的综合研究。
背景:Vespa velutina Lepeletier, 1836(亚洲胡蜂)在韩国的蔓延对生物多样性和农业构成了威胁。传统的物种相互作用模型往往无法捕捉到入侵物种动态的复杂性。本研究利用关联规则学习(ARL)和聚类分析来探索韩国大黄蜂与本地蝶科物种的相互作用,旨在揭示共存和竞争的模式:在 4 年内(2020-2023 年),我们在韩国各地战略性地布置了 304 个诱捕器,以收集蚜蝇物种的数据。我们的研究结果表明,Vespula flaviceps、Vespa crabro 和 Vespula koreensis 是最常遇到的物种。V. velutina也很普遍,这表明它成功地融入了当地的生态系统。使用 "apriori "算法进行的 ARL 分析确定了重要的共现模式和潜在的相互作用。所生成的规则表明,在不同区域,既存在竞争关系,也存在共存关系,关联强度各不相同。聚类分析(包括层次聚类和 K-均值聚类)根据物种出现的相似性对其进行分组。分析中形成的不同聚类突显了 V. velutina 和其他蝶科物种在韩国生态系统中的独特生态作用和相互作用:本研究证实了 V. velutina 在韩国多种生态系统中的成功建立,并强调了它与本地物种之间复杂的相互作用。这些发现支持了制定细致入微的管理策略的必要性,这些策略应考虑到 V. velutina 错综复杂的生态关系。这种方法对于有效管理入侵物种和保护生态系统至关重要。© 2024 作者。害虫管理科学》由 John Wiley & Sons Ltd 代表化学工业协会出版。
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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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