Department of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.
National Microbiology Laboratory, Public Health Agency of Canada, Guelph, Ontario, and Saint-Hyacinthe, Québec, Canada.
Environ Health Perspect. 2020 May;128(5):57007. doi: 10.1289/EHP5899. Epub 2020 May 22.
and are mosquito vectors of more than 22 arboviruses that infect humans.
Our objective was to develop regional ecological niche models for and in the conterminous United States and Canada with current observed and simulated climate and land-use data using boosted regression trees (BRTs).
We used BRTs to assess climatic suitability for and mosquitoes in Canada and the United States under current and future projected climates.
Models for both species were mostly influenced by minimum daily temperature and demonstrated high accuracy for predicting their geographic ranges under the current climate. The northward range expansion of suitable niches for both species was projected under future climate models. Much of the United States and parts of southern Canada are projected to be suitable for both species by 2100, with projected to expand its range north earlier this century and further north than .
Our projections suggest that the suitable ecological niche for will expand with climate change in Canada and the United States, thus increasing the risk of -transmitted arboviruses. Increased surveillance for these vectors and the pathogens they carry would be prudent. https://doi.org/10.1289/EHP5899.
和 是传播超过 22 种感染人类的虫媒病毒的蚊子。
我们的目的是使用 boosted regression trees (BRTs) ,利用当前观测到的和模拟的气候和土地利用数据,为美国和加拿大的 和 建立区域生态位模型。
我们使用 BRTs 来评估加拿大和美国的 和 蚊子在当前和未来预测气候下的气候适宜性。
这两个物种的模型主要受最低日温度的影响,并在当前气候下表现出对其地理分布的高精度预测。在未来气候模型下,两个物种的适宜生态位向北扩展。到 2100 年,美国大部分地区和加拿大南部部分地区预计将适合这两个物种, 预计本世纪初将向北扩张,范围比 更大。
我们的预测表明,加拿大和美国的气候变化将扩大 的适宜生态位,从而增加 -传播的虫媒病毒的风险。对这些媒介和它们携带的病原体进行更多的监测是谨慎的。https://doi.org/10.1289/EHP5899.