Sehi Gaëlle T, Birhanie Solomon K, Hans Jacob, Brown Michelle Q, Parker Daniel M
Population Health and Disease Prevention, Joe C. Wen School of Population and Public Health, University of California, Irvine, USA.
West Valley Mosquito and Vector Control District, Ontario, CA, USA.
Parasit Vectors. 2025 Aug 18;18(1):349. doi: 10.1186/s13071-025-06967-w.
Aedes mosquitoes, particularly Aedes aegypti and Ae. albopictus, are major vectors of globally significant diseases such as dengue, Zika, and chikungunya. Since 2013, Ae. aegypti populations have rapidly expanded in California, making control efforts difficult due to their widespread, small-scale breeding sites and strong adaptation to urban environments.
Remote sensing technologies, coupled with Geographic Information Systems (GIS), offer innovative solutions for mosquito surveillance and control. However, understanding the environmental drivers of mosquito abundance, particularly in California's diverse ecological settings, remains an important gap. To address this gap, we analyzed Ae. aegypti abundance (2017 to 2023) in relation to environmental variables, such as temperature, precipitation, surface water, elevation, and built environment. We applied hotspot analysis to identify spatial clusters of high mosquito abundance and used a generalized additive model (GAM) with a negative binomial distribution to assess environmental and meteorological influences on mosquito counts.
Hotspot analyses revealed clusters of Ae. aegypti hotspots near residential areas. Aedes aegypti counts increased with higher surface water availability and temperature.
Our study characterizes the spatial and temporal dynamics of Ae. aegypti mosquito abundance in the West Valley region of San Bernardino County from 2017 to 2023, shedding light on the influence of environmental factors and human activities on temporal trends. Our findings emphasize the critical role of temperature and water availability in shaping mosquito population dynamics, highlighting the need for proactive vector control strategies in response to environmental changes.
伊蚊,特别是埃及伊蚊和白纹伊蚊,是登革热、寨卡病毒病和基孔肯雅热等全球重大疾病的主要传播媒介。自2013年以来,埃及伊蚊种群在加利福尼亚迅速扩张,由于其繁殖地点广泛、规模小且对城市环境适应性强,使得控制工作变得困难。
遥感技术与地理信息系统(GIS)相结合,为蚊虫监测和控制提供了创新解决方案。然而,了解蚊虫数量的环境驱动因素,特别是在加利福尼亚多样的生态环境中,仍然存在重要差距。为了填补这一差距,我们分析了2017年至2023年埃及伊蚊数量与温度、降水、地表水、海拔和建筑环境等环境变量之间的关系。我们应用热点分析来识别蚊虫数量高的空间集群,并使用具有负二项分布的广义相加模型(GAM)来评估环境和气象因素对蚊虫计数的影响。
热点分析揭示了居民区附近的埃及伊蚊热点集群。埃及伊蚊数量随着地表水可利用量和温度的升高而增加。
我们的研究描述了2017年至2023年圣贝纳迪诺县西谷地区埃及伊蚊数量的时空动态,揭示了环境因素和人类活动对时间趋势的影响。我们的研究结果强调了温度和水可利用量在塑造蚊虫种群动态中的关键作用,突出了针对环境变化采取积极的病媒控制策略的必要性。