Ontology highlight
ABSTRACT: Background
Aedes aegypti and Ae. albopictus are mosquito vectors of more than 22 arboviruses that infect humans.Objectives
Our objective was to develop regional ecological niche models for Ae. aegypti and Ae. albopictus in the conterminous United States and Canada with current observed and simulated climate and land-use data using boosted regression trees (BRTs).Methods
We used BRTs to assess climatic suitability for Ae. albopictus and Ae. aegypti mosquitoes in Canada and the United States under current and future projected climates.Results
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 Ae. albopictus projected to expand its range north earlier this century and further north than Ae. aegypti.Discussion
Our projections suggest that the suitable ecological niche for Aedes will expand with climate change in Canada and the United States, thus increasing the risk of Aedes-transmitted arboviruses. Increased surveillance for these vectors and the pathogens they carry would be prudent. https://doi.org/10.1289/EHP5899.
SUBMITTER: Khan SU
PROVIDER: S-EPMC7263460 | biostudies-literature | 2020 May
REPOSITORIES: biostudies-literature
Khan Salah Uddin SU Ogden Nicholas H NH Fazil Aamir A AA Gachon Philippe H PH Dueymes Guillaume U GU Greer Amy L AL Ng Victoria V
Environmental health perspectives 20200522 5
<h4>Background</h4><i>Aedes aegypti</i> and <i>Ae. albopictus</i> are mosquito vectors of more than 22 arboviruses that infect humans.<h4>Objectives</h4>Our objective was to develop regional ecological niche models for <i>Ae. aegypti</i> and <i>Ae. albopictus</i> in the conterminous United States and Canada with current observed and simulated climate and land-use data using boosted regression trees (BRTs).<h4>Methods</h4>We used BRTs to assess climatic suitability for <i>Ae. albopictus</i> and < ...[more]