利用物种分布模型评估气候变化情景对全球豌豆蚜栖息地适宜性的影响

Tyler Hartl , Vivek Srivastava , Sean Prager , Tyler Wist
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摘要

外来入侵物种(IAS)被引入新的栖息地所带来的全球性威胁令人担忧,尤其是在农作物方面,因为入侵昆虫物种正通过人为活动和气候变化不断扩大其分布范围。豌豆蚜(Acyrthosiphon pisum Harris)是许多豆科作物的经济威胁,因为它们可以孤雌生殖,直接损害作物,并随着昆虫分布的不断扩大而传播 30 多种植物病毒。目前还没有专门针对豌豆蚜的风险地图来确定豌豆蚜在区域或全球范围内的栖息地适宜性。在此,我们利用物种分布模型(SDMs)评估了哪些气候变量会影响豌豆蚜的分布,确定了潜在的分布区域,并利用基于最大熵(MaxEnt)的仅存在性 SDMs 分析了当前和未来气候变化情景(SSP 126、245 和 370)下豌豆蚜的全球分布情况。建模结果表明,在七大洲中的六大洲,适宜的条件与豌豆蚜的生存有关,加拿大西部、美国和整个欧洲的豌豆蚜分布范围显著扩大。我们发现,人类影响是决定豌豆蚜分布的最主要预测因素,这证明了入侵物种的分布受到人类活动的严重影响。
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Evaluating climate change scenarios on global pea aphid habitat suitability using species distribution models

The global threat of invasive alien species (IAS) being introduced into new habitats is concerning, particularly in agricultural crops as invasive insect species are continuing to expand their distribution through anthropogenic activities and climate changes. Pea aphids (Acyrthosiphon pisum Harris) are an economic threat to numerous legume crops as they can reproduce parthenogenetically, damage crops directly, and vector over 30 plant viruses as the insect's distribution continues to spread. There are no existing pea aphid-specific risk maps that identify the habitat suitability of pea aphids at either a regional or global scale. Here, we used Species Distribution Models (SDMs) to evaluate which climatic variables influence pea aphid distribution, identify regions of potential distribution, and analyze the global distribution of pea aphids under current and future climate change scenarios (SSP 126, 245, and 370) by utilizing presence-only SDMs based on Maximum Entropy (MaxEnt). The modeling results indicate suitable conditions are relevant for pea aphid establishment in six out of seven continents, with significant range expansion in western Canada, the United States of America, and across Europe. We identified human influence to be the most prominent predictor in determining the distribution of pea aphids, supporting the fact that invasive species distributions are heavily impacted by human activities.

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