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太平洋西北地区(不列颠哥伦比亚省和华盛顿州)当前及本世纪中叶气候条件下的测绘与栖息地适宜性

Mapping and Habitat Suitability Under Current and Mid-Century Climate in the Pacific Northwest (BC and WA).

作者信息

Couloigner Isabelle, Dizon Carl, Mak Sunny, Dykstra Elizabeth, Fraser Erin, Morshed Muhammad, Iwasawa Stefan, Checkley Sylvia, Cork Susan

机构信息

Faculty of Veterinary Medicine, University of Calgary, Alberta, Canada.

British Columbia Centre for Disease Control, Vancouver, Canada.

出版信息

Vector Borne Zoonotic Dis. 2025 Jan;25(1):49-59. doi: 10.1089/vbz.2024.0025. Epub 2024 Aug 2.

Abstract

Lyme disease is the most common vector-borne disease in the United States and Canada. The primary vector for the causative agent of Lyme disease, Borrelia burgdorferi, in the Pacific Northwest is the western blacklegged tick, Ixodes pacificus. Using active tick surveillance data from British Columbia, Canada, and Washington State, USA, habitat suitability models using MaxEnt (maximum entropy) were developed for to predict its current and mid-century geographic distributions. Passive surveillance data both from BC and WA were also visualized. According to the constructed models, the number of frost-free days during the winter is the most relevant predictor of its habitat suitability, followed by summer climate moisture, ecoregion, and mean minimum fall temperature. The ensemble geographic distribution map predicts that the coastal regions and inland valleys of British Columbia and the Puget Lowlands of Washington State provide the most suitable habitats for . The density map of ticks submitted from passive surveillance data was overlaid on the current distribution map and demonstrates the correlation between numbers of submissions and habitat suitability. Mid-century projections, based on current climate change predictions, indicate a range expansion, especially of low and moderate suitability, from current distribution. Regarding Lyme disease risk, identified from both active and passive surveillance and tested positive for were found to be in areas of moderate to very high suitability for . According to developed models, the total suitable habitat area for will expand in the interior regions of British Columbia and Washington State. However, the risk remains small given relatively low infection rates among . Further studies are required to better understand how this might change in the future.

摘要

莱姆病是美国和加拿大最常见的媒介传播疾病。在太平洋西北地区,莱姆病病原体伯氏疏螺旋体的主要传播媒介是太平洋黑腿蜱。利用来自加拿大不列颠哥伦比亚省和美国华盛顿州的蜱虫主动监测数据,开发了使用最大熵模型(MaxEnt)的栖息地适宜性模型,以预测其当前和本世纪中叶的地理分布。还可视化了来自不列颠哥伦比亚省和华盛顿州的被动监测数据。根据构建的模型,冬季无霜天数是其栖息地适宜性最相关的预测因子,其次是夏季气候湿度、生态区域和秋季平均最低温度。综合地理分布图预测,不列颠哥伦比亚省的沿海地区和内陆山谷以及华盛顿州的普吉特低地为太平洋黑腿蜱提供了最适宜的栖息地。被动监测数据提交的蜱虫密度图叠加在当前分布图上,显示了提交数量与栖息地适宜性之间的相关性。基于当前气候变化预测的本世纪中叶预测表明,其分布范围将扩大,特别是低适宜性和中等适宜性区域将从当前分布范围向外扩展。关于莱姆病风险,在主动和被动监测中识别出并检测出伯氏疏螺旋体呈阳性的蜱虫,被发现处于太平洋黑腿蜱中等至非常高适宜性的区域。根据所开发的模型,太平洋黑腿蜱的总适宜栖息地面积将在不列颠哥伦比亚省和华盛顿州的内陆地区扩大。然而,鉴于蜱虫感染率相对较低,风险仍然较小。需要进一步研究以更好地了解未来情况可能如何变化。

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