Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico
Background: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. Methods: Using presence-only records, we modeled mosquito niches to show how much th...
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doaj-43accd97237d4d77937f80aa4d94678f2020-11-25T02:24:37ZengElsevierParasite Epidemiology and Control2405-67312019-08-016Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in MexicoJailos Lubinda0Jesús A. Treviño C.1Mallory Rose Walsh2Adrian J. Moore3Ahmad Ali Hanafi-Bojd4Seval Akgun5Bingxin Zhao6Alassane S. Barro7Mst Marium Begum8Hera Jamal9Aracely Angulo-Molina10Ubydul Haque11School of Geography and Environmental Sciences, Ulster University, Coleraine, United KingdomUniversidad Autónoma de Nuevo León, San Nicolás de los Garza, Nuevo Léon, MexicoDepartment of Public Health and Prevention Sciences, Baldwin Wallace University, Berea, OH 44017, USASchool of Geography and Environmental Sciences, Ulster University, Coleraine, United KingdomDepartment of Medical Entomology and Vector Control, School of Public Health, Tehran University of Medical Sciences, Tehran, IranBaskent University School of Medicine, Public Health Department, Baskent University, TurkeyDepartment of Biostatistics, University of North Carolina at Chapel Hill, NC, USAAfrican Group Organized for Research and Actions in Health, Burkina FasoDepartment of Pharmacy, East West University, Dhaka 1212, BangladeshDepartment of Biology, University of Miami, Florida, USADepartment of Chemical & Biological Sciences/DIFUS, University of Sonora (UNISON), Luis Encinas and Rosales S/N, Col. Centro, C.P. 83000, Hermosillo, Sonora, MexicoDepartment of Biostatistics and Epidemiology, University of North Texas Health Science Center, Fort Worth, TX 76107, USA; Corresponding author.Background: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. Methods: Using presence-only records, we modeled mosquito niches to show how much they influenced the distribution of Ae. aegypti and Ae. albopictus based on mosquito records collected at the municipality level. Mosquito surveillance data were used to create models regarding the predicted suitability of Ae. albopictus and Ae. aegypti mosquitos in Mexico. Results: Ae. albopictus had relatively a better predictive performance (area under the curve, AUC = 0.87) to selected bioclimatic variables compared to Ae. aegypti (AUC = 0.81). Ae. aegypti were more suitable for areas with minimum temperature of coldest month (Bio6, permutation importance 28.7%) −6 °C to 21.5 °C, cumulative winter growing degree days (GDD) between 40 and 500, and precipitation of wettest month (Bio13) >8.4 mm. Minimum temperature range of the coldest month (Bio6) was −6.6 °C to 20.5 °C, and average precipitation of the wettest month (Bio13) 8.9 mm ~ 600 mm were more suitable for the existence of Ae. albopictus. However, arboviral infections maps prepared from the 2012–2016 surveillance data showed cases were reported far beyond predicted municipalities. Conclusions: This study identified the urgent necessity to start surveillance in 925 additional municipalities that reported arbovirus infections but did not report Aedes mosquito. Keywords: Habitat suitability, MaxEnt, Niche modelinghttp://www.sciencedirect.com/science/article/pii/S2405673119300790 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jailos Lubinda Jesús A. Treviño C. Mallory Rose Walsh Adrian J. Moore Ahmad Ali Hanafi-Bojd Seval Akgun Bingxin Zhao Alassane S. Barro Mst Marium Begum Hera Jamal Aracely Angulo-Molina Ubydul Haque |
spellingShingle |
Jailos Lubinda Jesús A. Treviño C. Mallory Rose Walsh Adrian J. Moore Ahmad Ali Hanafi-Bojd Seval Akgun Bingxin Zhao Alassane S. Barro Mst Marium Begum Hera Jamal Aracely Angulo-Molina Ubydul Haque Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico Parasite Epidemiology and Control |
author_facet |
Jailos Lubinda Jesús A. Treviño C. Mallory Rose Walsh Adrian J. Moore Ahmad Ali Hanafi-Bojd Seval Akgun Bingxin Zhao Alassane S. Barro Mst Marium Begum Hera Jamal Aracely Angulo-Molina Ubydul Haque |
author_sort |
Jailos Lubinda |
title |
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico |
title_short |
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico |
title_full |
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico |
title_fullStr |
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico |
title_full_unstemmed |
Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico |
title_sort |
environmental suitability for aedes aegypti and aedes albopictus and the spatial distribution of major arboviral infections in mexico |
publisher |
Elsevier |
series |
Parasite Epidemiology and Control |
issn |
2405-6731 |
publishDate |
2019-08-01 |
description |
Background: This paper discusses a comparative geographic distribution of Aedes aegypti and Aedes albopictus mosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections. Methods: Using presence-only records, we modeled mosquito niches to show how much they influenced the distribution of Ae. aegypti and Ae. albopictus based on mosquito records collected at the municipality level. Mosquito surveillance data were used to create models regarding the predicted suitability of Ae. albopictus and Ae. aegypti mosquitos in Mexico. Results: Ae. albopictus had relatively a better predictive performance (area under the curve, AUC = 0.87) to selected bioclimatic variables compared to Ae. aegypti (AUC = 0.81). Ae. aegypti were more suitable for areas with minimum temperature of coldest month (Bio6, permutation importance 28.7%) −6 °C to 21.5 °C, cumulative winter growing degree days (GDD) between 40 and 500, and precipitation of wettest month (Bio13) >8.4 mm. Minimum temperature range of the coldest month (Bio6) was −6.6 °C to 20.5 °C, and average precipitation of the wettest month (Bio13) 8.9 mm ~ 600 mm were more suitable for the existence of Ae. albopictus. However, arboviral infections maps prepared from the 2012–2016 surveillance data showed cases were reported far beyond predicted municipalities. Conclusions: This study identified the urgent necessity to start surveillance in 925 additional municipalities that reported arbovirus infections but did not report Aedes mosquito. Keywords: Habitat suitability, MaxEnt, Niche modeling |
url |
http://www.sciencedirect.com/science/article/pii/S2405673119300790 |
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