Evaluating the establishment potential of cabbage stem flea beetle (Coleoptera: Chrysomelidae) and pollen beetle (Coleoptera: Nitidulidae) in canola-growing regions of North America using ensemble species distribution models.

Debra L Wertman, Vivek Srivastava, Tyler J Wist
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Abstract

Cabbage stem flea beetle, Psylliodes chrysocephala (Linnaeus 1758), and pollen beetle, Brassicogethes viridescens (Fabricius 1787), are pests of oilseed rape [Brassica spp. (Brassicales: Brassicaceae)] crops in Europe and pose a potential threat to canola production in North America. We used species occurrence and environmental data to develop ensemble species distribution models describing P. chrysocephala and B. viridescens habitat suitability, creating risk maps for either species under current (1981-2010; globally) and future [2011-2040 and 2041-2070, across 2 IPCC Shared Socio-economic Pathways (SSPs); North America only] environmental conditions. Projections for both species show improvement in northern North American habitat suitability under either SSP over time. Crop dominance was the most important predictor of suitable habitat for both species, followed by mean annual temperature range, precipitation metrics, and elevation (P. chrysocephala only). Risk maps for P. chrysocephala show broad habitat suitability, increasing under future scenarios, for this insect if it becomes introduced to North America; however, a phenological mismatch between P. chrysocephala, which specializes on winter oilseed rape (WOSR) in Europe, and spring oilseed rape (SOSR) would likely inhibit the long-term persistence of this insect in central North America. For B. viridescens, which impacts SOSR in Europe and is present in northeastern North America, predictive maps show increased risk in discontinuous patches across central North America that improve in suitability over time. While SOSR-cropping systems in central North America are environmentally suitable for both P. chrysocephala and B. viridescens, the establishment potential of these species may depend upon future sowing practices.

利用集合种分布模型评价北美油菜种植区白菜茎蚤甲虫(鞘翅目:金蝇科)和花粉甲虫(鞘翅目:黑蝇科)的孳生潜力。
甘蓝茎蚤(Linnaeus 1758)和花粉虫(Fabricius 1787)是欧洲油菜(芸苔科)作物的害虫,对北美油菜生产构成潜在威胁。利用物种发生和环境数据,建立了描述黄头假体和病毒下降假体栖息地适宜性的整体物种分布模型,并绘制了当前(1981-2010)条件下两种物种的风险图;全球)和未来[2011-2040年和2041-2070年]在IPCC的两个共享社会经济路径(ssp);环境条件。对这两种物种的预测表明,在任何一种SSP下,随着时间的推移,北美北部栖息地的适宜性都有所改善。作物优势度是两种物种适宜生境的最重要预测因子,其次是年平均温度差、降水指标和海拔高度(仅黄头蝶)。黄头瓢虫的风险图显示,如果这种昆虫被引入北美,在未来的情况下,这种昆虫的栖息地适应性会增加;然而,P. chrysocephala(主要寄生于欧洲的冬季油菜(WOSR))和春季油菜(SOSR)之间的物候不匹配可能会抑制这种昆虫在北美中部的长期持续存在。对于影响欧洲SOSR和北美东北部的病毒下降B.病毒,预测地图显示,北美中部不连续斑块的风险增加,随着时间的推移,适应性会提高。虽然北美中部的sosr种植系统在环境上适合于黄头假蝇和病毒下降假蝇,但这些物种的建立潜力可能取决于未来的播种方式。
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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