Department of Social and Preventive Medicine, Sungkyunkwan University School of Medicine, Suwon, Gyeonggi-do, Republic of Korea.
Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.
Parasit Vectors. 2021 Oct 29;14(1):559. doi: 10.1186/s13071-021-05071-z.
Despite concerns regarding increasingly frequent and intense heat waves due to global warming, there is still a lack of information on the effects of extremely high temperatures on the adult abundance of mosquito species that are known to transmit vector-borne diseases. This study aimed to evaluate the effects of extremely high temperatures on the abundance of mosquitoes by analyzing time series data for temperature and mosquito abundance in Incheon Metropolitan City (IMC), Republic of Korea, for the period from 2015 to 2020.
A generalized linear model with Poisson distribution and overdispersion was used to model the nonlinear association between temperature and mosquito count for the whole study area and for its constituent urban and rural regions. The association parameters were pooled using multivariate meta-regression. The temperature-mosquito abundance curve was estimated from the pooled estimates, and the ambient temperature at which mosquito populations reached maximum abundance (TMA) was estimated using a Monte Carlo simulation method. To quantify the effect of extremely high temperatures on mosquito abundance, we estimated the mosquito abundance ratio (AR) at the 99th temperature percentile (AR) against the TMA.
Culex pipiens was the most common mosquito species (51.7%) in the urban region of the IMC, while mosquitoes of the genus Aedes (Ochlerotatus) were the most common in the rural region (47.8%). Mosquito abundance reached a maximum at 23.5 °C for Cx. pipiens and 26.4 °C for Aedes vexans. Exposure to extremely high temperatures reduced the abundance of Cx. pipiens mosquitoes {AR 0.34 [95% confidence interval (CI) 0.21-0.54]} to a greater extent than that of Anopheles spp. [AR 0.64 (95% CI 0.40-1.03)]. When stratified by region, Ae. vexans and Ochlerotatus koreicus mosquitoes showed higher TMA and a smaller reduction in abundance at extreme heat in urban Incheon than in Ganghwa, suggesting that urban mosquitoes can thrive at extremely high temperatures as they adapt to urban thermal environments.
We confirmed that the temperature-related abundance of the adult mosquitoes was species and location specific. Tailoring measures for mosquito prevention and control according to mosquito species and anticipated extreme temperature conditions would help to improve the effectiveness of mosquito-borne disease control programs.
尽管由于全球变暖,人们越来越担心热浪日益频繁和强烈,但对于已知传播病媒传播疾病的蚊种在极高温度下对成虫丰度的影响,仍缺乏信息。本研究旨在通过分析 2015 年至 2020 年期间韩国仁川广域市(IMC)的温度和蚊种丰度时间序列数据,评估极高温度对蚊种丰度的影响。
使用具有泊松分布和过离散的广义线性模型来模拟整个研究区域及其组成的城市和农村地区温度与蚊计数之间的非线性关系。使用多元荟萃回归对关联参数进行汇总。从汇总估计中估计温度-蚊密度曲线,并使用蒙特卡罗模拟方法估计蚊种群达到最大丰度时的环境温度(TMA)。为了量化极高温度对蚊密度的影响,我们估计了 99 百分位数温度(AR)下的蚊密度比(AR)与 TMA 的比值。
在 IMC 的城市地区,最常见的蚊种是库蚊(51.7%),而在农村地区,最常见的蚊种是属(按蚊属)(白纹伊蚊)(47.8%)。库蚊的蚊密度在 23.5°C 时达到最大值,白纹伊蚊在 26.4°C 时达到最大值。暴露于极高温度会降低库蚊的密度{AR 0.34 [95%置信区间(CI)0.21-0.54]},比按蚊属的密度降低更为明显{AR 0.64(95%CI 0.40-1.03)}。按地区分层时,城市仁川的白纹伊蚊和朝鲜伊蚊的 TMA 较高,在极热条件下的密度减少幅度较小,这表明城市蚊子可以在极高温度下茁壮成长,因为它们适应了城市热环境。
我们证实了与温度相关的成年蚊子的丰度具有物种和地点特异性。根据蚊种和预期的极端温度条件制定蚊虫预防和控制措施,将有助于提高病媒传播疾病控制计划的有效性。