Spatial Overlap Between Bees and Pollinator-Dependent Crops in Europe and North America

Ehsan Rahimi, Chuleui Jung
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Abstract

Pollination is a crucial service provided by ecosystems, playing a critical role in global food production within agricultural landscapes. The successful pollination of crops by insects requires the spatial coexistence of these two entities. However, an assessment of the spatial overlap between pollinating insects and crops that depend on pollinators has not been conducted in, Europe and North America. To address this challenge, we employed species distribution models (SDMs) to generate distribution maps for 394 bee species in Europe and 697 in North America, along with maps for 41 pollinator-dependent crops. Using Schoener's D statistics and a binary approach, we calculated the spatial overlap between crops and bees. Notably, there was a significant disparity in the overlap patterns between bees and crops in Europe and North America, with Europe exhibiting a higher degree of overlap compared to North America. Specifically, in Europe, the mean overlap based on Schoener's D for all crops was 0.55, while based on the binary approach, this overlap increased to 17.5%. In North America, the mean overlap based on Schoener's D was 0.35 for all crops and the binary overlap indicated a mean overlap of 9.4%. Our findings also pinpointed hotspots for bees, primarily situated in the western regions of Europe and both the western and eastern regions of the United States in North America. It is crucial to note that spatial overlap between plants and pollinators is just one facet of the conditions necessary for species interaction and does not directly imply actual pollination. Nevertheless, this study provides a comprehensive perspective on the potential spatial mismatch between crops and bees.

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欧洲和北美蜜蜂与依赖传粉媒介的作物的空间重叠
授粉是生态系统提供的一项重要服务,在全球粮食生产和农业景观中发挥着关键作用。昆虫对作物的成功授粉需要这两种实体在空间上共存。然而,在欧洲和北美尚未对传粉昆虫和依赖传粉昆虫的作物之间的空间重叠进行评估。为了解决这一挑战,我们采用物种分布模型(SDMs)生成了欧洲394种蜜蜂和北美697种蜜蜂的分布图,以及41种依赖传粉媒介的作物的分布图。利用Schoener's D统计和二元方法,我们计算了作物和蜜蜂之间的空间重叠。值得注意的是,欧洲和北美蜜蜂与作物的重叠模式存在显著差异,欧洲的重叠程度高于北美。具体来说,在欧洲,基于Schoener’s D的所有作物的平均重叠为0.55,而基于二元方法的重叠增加到17.5%。在北美,所有作物基于Schoener’s D的平均重叠为0.35,二元重叠表明平均重叠为9.4%。我们的发现还确定了蜜蜂的热点地区,主要位于欧洲西部地区以及北美美国的西部和东部地区。值得注意的是,植物和传粉者之间的空间重叠只是物种相互作用所需条件的一个方面,并不直接意味着实际的传粉。然而,这项研究提供了一个全面的视角来研究作物和蜜蜂之间潜在的空间失配。
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