Potential distribution of malaria vectors in Central Vietnam: A MaxEnt modeling approach

Le Thanh Tam, Kavin Thinkhamrop, Sutas Suttiprapa, A. Suwannatrai
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Abstract

Background and Aim: In Central Vietnam, Anopheles dirus and Anopheles minimus are the primary malaria vector species. These Anopheles spp.’ distribution and prevalence are determined by environmental, climatic, and socioeconomic conditions. This study aimed to predict the potential distribution of these two Anopheles spp. in this region. Materials and Methods: This study was conducted in 15 Central Vietnamese provinces. From 2014 to 2018, we utilized An. dirus and An. minimus presence records. Proxy data from the Google Earth Engine platform for the study area, encompassing environmental, climatic, and socioeconomic factors. MaxEnt software predicted the potential environmental, climatic, and socioeconomic suitability of these two Anopheles spp. in Central Vietnam. Results: The test area under the curve values for An. dirus and An. minimus MaxEnt models averaged 0.801 and 0.806, respectively, showing excellent performance. Minimum air temperature had the greatest impact on the distribution of both species. A negative correlation between precipitation and normalized difference water index influences the occurrence of An. dirus. In the temperature range of 13–19.5°C, An. minimus is most likely to be present, with nighttime light detrimentally influencing its distribution. The Central Highlands region is inhabited by both species, with some presence in North-Central and South-Central Coastal areas. Conclusion: The importance of temperature in determining the presence of both species is emphasized by our findings, with subtle differences in the temperature-related factors shaping their distributions. The results highlight the need for focused malaria vector control and surveillance initiatives in the study area. Keywords: Anopheles dirus, Anopheles minimus, Central Vietnam, MaxEnt.
越南中部疟疾病媒的潜在分布:MaxEnt 建模方法
背景和目的:在越南中部,按蚊和小按蚊是主要的疟疾病媒物种。这两种按蚊的分布和流行程度取决于环境、气候和社会经济条件。本研究旨在预测这两种按蚊在该地区的潜在分布情况。材料和方法:本研究在越南中部 15 个省进行。从2014年到2018年,我们利用了An.研究地区的谷歌地球引擎平台提供的代理数据,包括环境、气候和社会经济因素。MaxEnt 软件预测了这两种按蚊在越南中部的潜在环境、气候和社会经济适宜性。结果和最小疟蚊 MaxEnt 模型的测试曲线下面积值平均分别为 0.801 和 0.806,表现出优异的性能。最低气温对两个物种的分布影响最大。降水量与归一化差异水指数之间的负相关影响了蝼蛄的发生。在 13-19.5°C 的温度范围内,疟原虫最有可能出现,夜间光照对其分布有不利影响。这两个物种都栖息在中部高原地区,在中北部和中南部沿海地区也有一些分布。结论我们的研究结果强调了温度在决定这两个物种是否存在方面的重要性,温度相关因素的细微差别决定了它们的分布。研究结果凸显了在该研究地区开展有针对性的疟疾病媒控制和监测活动的必要性。关键词按蚊 小按蚊 越南中部 MaxEnt.
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