Department of Biological Sciences, Texas Tech University, Lubbock, TX, USA.
Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT, USA.
J Med Entomol. 2023 May 12;60(3):564-574. doi: 10.1093/jme/tjad024.
Quantifying synchrony in species population fluctuations and determining its driving factors can inform multiple aspects of ecological and epidemiological research and policy decisions. We examined seasonal mosquito and arbovirus surveillance data collected in Connecticut, United States from 2001 to 2020 to quantify spatial relationships in 19 mosquito species and 7 arboviruses timeseries accounting for environmental factors such as climate and land cover characteristics. We determined that mosquito collections, on average, were significantly correlated up to 10 km though highly variable among the examined species. Few arboviruses displayed any synchrony and significant maximum correlated distances never exceeded 5 km. After accounting for distance, mixed effects models showed that mosquito or arbovirus identity explained more variance in synchrony estimates than climate or land cover factors. Correlated mosquito collections up to 10-20 km suggest that mosquito control operations for nuisance and disease vectors alike must expand treatment zones to regional scales for operations to have population-level impacts. Species identity matters as well, and some mosquito species will require much larger treatment zones than others. The much shorter correlated detection distances for arboviruses reinforce the notion that focal-level processes drive vector-borne pathogen transmission dynamics and risk of spillover into human populations.
量化物种种群波动的同步性并确定其驱动因素,可以为生态和流行病学研究以及政策决策的多个方面提供信息。我们研究了美国康涅狄格州 2001 年至 2020 年期间收集的季节性蚊子和虫媒病毒监测数据,以量化 19 种蚊子和 7 种虫媒病毒时间序列的空间关系,同时考虑了气候和土地覆盖特征等环境因素。我们发现,尽管在被研究的物种中高度可变,但蚊子的采集平均在 10 公里范围内具有显著相关性。很少有虫媒病毒显示出任何同步性,最大相关距离从未超过 5 公里。在考虑距离后,混合效应模型表明,蚊子或虫媒病毒的身份比气候或土地覆盖因素更能解释同步性估计中的更多变异性。相关性高达 10-20 公里的蚊子采集表明,为了使操作对种群水平产生影响,防治骚扰和疾病媒介的蚊子控制操作必须将处理区扩大到区域尺度。物种身份也很重要,一些蚊子物种将需要比其他物种更大的处理区。虫媒病毒的相关检测距离短得多,这进一步强化了焦点水平过程驱动媒介传播病原体传播动态和溢出到人类种群风险的观点。