Geographic shifts in the bioclimatic suitability for Aedes aegypti under climate change scenarios in Colombia

被引:22
|
作者
Portilla Cabrera, Cristiam Victoriano [1 ]
Josephraj Selvaraj, John [1 ]
机构
[1] Univ Nacl Colombia, Fac Engn & Adm, Dept Engn, Palmira Campus,Cra 32 12-00, Palmira 763533, Colombia
关键词
Mathematical modeling; Climate change; Viral vector; Public health; Environmental change; Aedes aegypti; Environmental suitability; Geographical distribution; MaxEnt; Colombia; SPECIES DISTRIBUTIONS; DISEASE VECTORS; SAMPLING BIAS; MODELS; DENGUE; MAXENT; PREDICTION; IMPACTS; TEMPERATURE; PERFORMANCE;
D O I
10.1016/j.heliyon.2019.e03101
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Dengue, Chikungunya and Zika viruses are arboviruses predominantly transmitted to humans through the bite of the female mosquito Aedes aegypti. Currently, the vector represents a potential epidemiological risk in several Latin American and Pacific countries. However, little is known about the geographical distribution and bioclimatic suitability of this mosquito in the projected climate change scenarios in Colombia. Using a species distribution model of maximum entropy (MaxEnt) based on presence-only records obtained from Global Biodiversity Information Facility (GBIF), land elevation obtained from Shuttle Radar Topography Mission (SRTM) and bioclimatic variables (WorldClim), we produced environmental suitability maps of this mosquito vector for present and future geographic distribution. The future distribution were constructed based on the Community Climate System Model (CCSM4) for the years 2050 and 2070, projected according to the Representative Concentration Pathways (RCP) 2.6, 4.5 and 8.5 described by the Intergovernmental Panel on Climate Change (IPCC). For the current conditions, Colombia has similar to 140,612.8 square km of areas with the possible presence of the vector; however, for the future, this will be reduced by more than 30%. For the future conditions, the suitable areas for A. aegypti decreased compared to the present, mainly for the year 2070 under RCP scenarios 4.5 and 8.5, however, the probability of mosquito occurrence increases in some departments of Colombia. Areas susceptible to the presence of A. aegypti are affected by climate change. The Caribbean and Andean regions have a high probability of mosquito distribution; therefore, control and epidemiological surveillance are required in these areas. The results can serve as an input to define preventive and control measures, especially in areas with a higher risk of contracting the virus.
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页数:13
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