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集成模型预测,在未来气候情景下,夏威夷入侵蜜蜂的栖息地适宜性将会扩大。

Ensemble Models Predict Invasive Bee Habitat Suitability Will Expand under Future Climate Scenarios in Hawai'i.

作者信息

Tabor Jesse A, Koch Jonathan B

机构信息

Department of Geography & Environmental Studies, University of Hawai'i, 200 W. Kāwili Street, Hilo, HI 96720, USA.

Department of Biology, Utah State University, 5305 Old Main Hill, Logan, UT 84322, USA.

出版信息

Insects. 2021 May 13;12(5):443. doi: 10.3390/insects12050443.

Abstract

Climate change is predicted to increase the risk of biological invasions by increasing the availability of climatically suitable regions for invasive species. Endemic species on oceanic islands are particularly sensitive to the impact of invasive species due to increased competition for shared resources and disease spread. In our study, we used an ensemble of species distribution models (SDM) to predict habitat suitability for invasive bees under current and future climate scenarios in Hawai'i. SDMs projected on the invasive range were better predicted by georeferenced records from the invasive range in comparison to invasive SDMs predicted by records from the native range. SDMs estimated that climatically suitable regions for the eight invasive bees explored in this study will expand by ~934.8% (±3.4% SE). Hotspots for the invasive bees are predicted to expand toward higher elevation regions, although suitable habitat is expected to only progress up to 500 m in elevation in 2070. Given our results, it is unlikely that invasive bees will interact directly with endemic bees found at >500 m in elevation in the future. Management and conservation plans for endemic bees may be improved by understanding how climate change may exacerbate negative interactions between invasive and endemic bee species.

摘要

据预测,气候变化将通过增加适合入侵物种生存的气候区域,从而增加生物入侵的风险。由于对共享资源的竞争加剧和疾病传播,海洋岛屿上的特有物种对入侵物种的影响尤为敏感。在我们的研究中,我们使用了一组物种分布模型(SDM)来预测当前和未来气候情景下夏威夷入侵蜜蜂的栖息地适宜性。与根据原生地记录预测的入侵物种分布模型相比,根据入侵范围的地理参考记录能更好地预测入侵范围内的物种分布模型。物种分布模型估计,本研究中所探讨的8种入侵蜜蜂的气候适宜区域将扩大约934.8%(标准误差±3.4%)。预计入侵蜜蜂的热点区域将向海拔更高的地区扩展,不过到2070年,适宜栖息地预计只会向上延伸至海拔500米。根据我们的研究结果,未来入侵蜜蜂不太可能与海拔超过500米处发现的特有蜜蜂直接相互作用。通过了解气候变化如何加剧入侵蜜蜂与特有蜜蜂物种之间的负面相互作用,或许可以改进特有蜜蜂的管理和保护计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ece5/8152285/22c4698d3fac/insects-12-00443-g001.jpg

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