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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Main Authors: 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
Format: Article
Language:English
Published: Elsevier 2019-08-01
Series:Parasite Epidemiology and Control
Online Access:http://www.sciencedirect.com/science/article/pii/S2405673119300790
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spelling 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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