Mapping the global potential distributions of two arboviral vectors Aedes aegypti and Ae. albopictus under changing climate

• Published in: PloS one 2018-12, Vol.13 (12), p.e0210122-e0210122
• Main Authors: Kamal, Mahmoud, Kenawy, Mohamed A, Rady, Magda Hassan, Khaled, Amany Soliman, Samy, Abdallah M
• Format: Article
• Language: English
• Subjects: Aedes - physiology; Aedes - virology; Aedes aegypti; Aedes albopictus; Animals; Aquatic insects; Arboviruses; Archives & records; Biology and Life Sciences; Climate Change; Climate change influences; Climate models; Climatic conditions; Climatic data; Control programs; Datasets; Dengue; Dengue fever; Disease; Diseases; Earth Sciences; Ecological niches; Ecology; Ecology and Environmental Sciences; Environmental assessment; Future climates; General circulation models; Mapping; Medicine and Health Sciences; Models, Biological; Mosquito Vectors - physiology; Mosquito Vectors - virology; Mosquitoes; New records; Null hypothesis; Outbreaks; People and Places; Predictions; Public health; Range extension; Similarity; Socioeconomic factors; Spatial distribution; Species; Statistical analysis; Surveillance; Vector-borne diseases; Vectors; Viral diseases; Viruses
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0210122

Aedes aegypti and Ae. albopictus are the primary vectors that transmit several arboviral diseases, including dengue, chikungunya, and Zika. The world is presently experiencing a series of outbreaks of these diseases, so, we still require to better understand the current distributions and possible future shifts of their vectors for successful surveillance and control programs. Few studies assessed the influences of climate change on the spatial distributional patterns and abundance of these important vectors, particularly using the most recent climatic scenarios. Here, we updated the current potential distributions of both vectors and assessed their distributional changes under future climate conditions. We used ecological niche modeling approach to estimate the potential distributions of Ae. aegypti and Ae. albopictus under present-day and future climate conditions. This approach fits ecological niche model from occurrence records of each species and environmental variables. For each species, future projections were based on climatic data from 9 general circulation models (GCMs) for each representative concentration pathway (RCP) in each time period, with a total of 72 combinations in four RCPs in 2050 and 2070. All ENMs were tested using the partial receiver operating characteristic (pROC) and a set of 2,048 and 2,003 additional independent records for Ae. aegypti and Ae. albopictus, respectively. Finally, we used background similarity test to assess the similarity between the ENMs of Ae. aegypti and Ae. albopictus. The predicted potential distribution of Ae. aegypti and Ae. albopictus coincided with the current and historical known distributions of both species. Aedes aegypti showed a markedly broader distributional potential across tropical and subtropical regions than Ae. albopictus. Interestingly, Ae. albopictus was markedly broader in distributional potential across temperate Europe and the United States. All ecological niche models (ENMs) were statistically robust (P < 0.001). ENMs successfully anticipated 98% (1,999/2,048) and 99% (1,985/2,003) of additional independent records for both Ae. aegypti and Ae. albopictus, respectively (P < 0.001). ENMs based on future conditions showed similarity between the overall distributional patterns of future-day and present-day conditions; however, there was a northern range expansion in the continental USA to include parts of Southern Canada in case of Ae. albopictus in both 2050 and 2070. Future models also a