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Environmental suitability for Aedes aegypti and Aedes albopictus and the spatial distribution of major arboviral infections in Mexico

机译:墨西哥埃及伊蚊白纹伊蚊的环境适应性以及主要虫媒病毒感染的空间分布

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BackgroundThis paper discusses a comparative geographic distribution ofAedes aegyptiandAedes albopictusmosquitoes in Mexico, using environmental suitability modeling and reported cases of arboviral infections.MethodsUsing presence-only records, we modeled mosquito niches to show how much they influenced the distribution ofAe. aegyptiandAe. albopictusbased on mosquito records collected at the municipality level. Mosquito surveillance data were used to create models regarding the predicted suitability ofAe. albopictusandAe. aegyptimosquitos in Mexico.ResultsAe. albopictushad relatively a better predictive performance (area under the curve, AUC?=?0.87) to selected bioclimatic variables compared toAe. aegypti(AUC?=?0.81).Ae. aegyptiwere 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 ofAe. albopictus.However, arboviral infections maps prepared from the 2012–2016 surveillance data showed cases were reported far beyond predicted municipalities.ConclusionsThis study identified the urgent necessity to start surveillance in 925 additional municipalities that reported arbovirus infections but did not reportAedesmosquito.
机译:背景本文使用环境适宜性模型并报道了树木病毒感染病例,讨论了墨西哥伊蚊的地理分布比较,方法是使用仅在场记录对蚊model进行建模,以显示它们对甲虫分布​​的影响。埃及科。基于市政当局收集的蚊帐的白化病。蚊子监视数据用于创建有关预测的Ae适应性的模型。白带和Ae。墨西哥的aegyptimosquitos.ResultsAe。与Ae相比,白化对选定的生物气候变量具有相对较好的预测性能(曲线下面积,AUC≤0.87)。埃及(AUC?=?0.81)。埃及更适合最冷月份的最低温度(Bio6,排列重要性为28.7%)?6?C至21.5?°C,累计冬季生长天数(GDD)在40至500之间,以及最湿月份的降水量(Bio13) )> 8.4?mm。最冷月(Bio6)的最低温度范围为?6.6?C至20.5?C,最湿月(Bio13)的平均降水量为8.9?mm?〜?600?mm更适合于Ae的存在。但是,根据2012-2016年监测数据制作的虫媒病毒感染地图显示,报告的病例远远超出了预期的城市。结论本研究确定了在925个其他报告有虫媒病毒感染但未报告有伊蚊的城市中进行紧急监测的迫切必要性。

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