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使用集合物种分布模型评估北美油菜种植区甘蓝茎跳甲(鞘翅目:叶甲科)和花粉甲虫(鞘翅目:露尾甲科)的定殖潜力。

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.

作者信息

Wertman Debra L, Srivastava Vivek, Wist Tyler J

机构信息

Saskatoon Research and Development Centre, Agriculture and Agri-Food Canada, Saskatoon, Saskatchewan, Canada.

Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, British Columbia, Canada.

出版信息

J Econ Entomol. 2025 Jun 13;118(3):1281-1296. doi: 10.1093/jee/toaf071.

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.

摘要

甘蓝茎跳甲(Psylliodes chrysocephala,林奈,1758年)和花粉甲虫(Brassicogethes viridescens,法布尔,1787年)是欧洲油菜[Brassica spp.(十字花目:十字花科)]作物的害虫,对北美的油菜籽生产构成潜在威胁。我们利用物种出现情况和环境数据,开发了综合物种分布模型,描述甘蓝茎跳甲和花粉甲虫的栖息地适宜性,为当前(1981 - 2010年;全球范围)以及未来[2011 - 2040年和2041 - 2070年,跨越2条IPCC共享社会经济路径(SSP);仅北美地区]环境条件下的这两种物种创建风险地图。两种物种的预测结果均显示,随着时间推移,在任何一种SSP情景下,北美北部的栖息地适宜性都有所改善。作物优势度是这两种物种适宜栖息地的最重要预测因子,其次是年平均温度范围、降水指标和海拔(仅针对甘蓝茎跳甲)。甘蓝茎跳甲的风险地图显示,如果这种昆虫被引入北美,其栖息地适宜性广泛,且在未来情景下会增加;然而,在欧洲专门以冬油菜(WOSR)为食的甘蓝茎跳甲与春油菜(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存续。对于在欧洲影响春油菜且在北美东北部存在的花粉甲虫,预测地图显示北美中部不连续区域的风险增加,且随着时间推移适宜性有所改善。虽然北美中部的春油菜种植系统在环境上适合甘蓝茎跳甲和花粉甲虫,但这些物种的定殖潜力可能取决于未来的播种方式。

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