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控制热带蚊子时间丰度模式的内源性和外源性因素。

Endogenous and exogenous factors controlling temporal abundance patterns of tropical mosquitoes.

作者信息

Yang Guo-Jing, Brook Barry W, Whelan Peter I, Cleland Sam, Bradshaw Corey J A

机构信息

School for Environmental Research, Institute of Advanced Studies, Charles Darwin University, Darwin, Northern Territory 0909, Australia.

出版信息

Ecol Appl. 2008 Dec;18(8):2028-40. doi: 10.1890/07-1209.1.

Abstract

The growing demand for efficient and effective mosquito control requires a better understanding of vector population dynamics and how these are modified by endogenous and exogenous factors. A long-term (11-year) monitoring data set describing the relative abundance of the saltmarsh mosquito (Aedes vigilax) in the greater Darwin region, northern Australia, was examined in a suite of Gompertz-logistic (GL) models with and without hypothesized environmental correlates (high tide frequency, rainfall, and relative humidity). High tide frequency and humidity were hypothesized to influence saltmarsh mosquito abundance positively, and rainfall was hypothesized to correlate negatively by reducing the availability of suitable habitats (moist substrata) required by ovipositing adult female mosquitoes. We also examined whether environmental correlates explained the variance in seasonal carrying capacity (K) because environmental stochasticity is hypothesized to modify population growth rate (r), carrying capacity, or both. Current and lagged-time effects were tested by comparing alternative population dynamics models using three different information criteria (Akaike's Information Criterion [corrected; AIC(c)], Bayesian Information Criterion [BIC], and cross-validation [C-V]). The GL model with a two-month lag without environmental effects explained 31% of the deviance in population growth rate. This increased to > 70% under various model combinations of high tide frequency, rainfall, and relative humidity, of which, high tide frequency and rainfall had the highest contributions. Temporal variation in K was explained weakly by high tide frequency, and there was some evidence that the filling of depressions to reduce standing water availability has reduced Aedes vigilax carrying capacity over the study period. This study underscores the need to consider simultaneously both types of drivers (endogenous and exogenous) when predicting mosquito abundance and population growth patterns. This work also indicates that climate change, via continued increases in rainfall and higher expected frequencies and intensities of high tide events with sea level rise, will alter mosquito abundance trends in northern Australia.

摘要

对高效且有效的蚊虫控制的需求不断增长,这就需要更好地了解病媒种群动态以及这些动态如何受到内源性和外源性因素的影响。我们在一组带有和不带有假定环境相关因素(高潮频率、降雨量和相对湿度)的冈珀茨 - 逻辑斯蒂(GL)模型中,研究了一个描述澳大利亚北部达尔文大区盐沼蚊(尖音库蚊)相对丰度的长期(11年)监测数据集。假定高潮频率和湿度对盐沼蚊的丰度有正向影响,而降雨量则通过减少产卵成年雌蚊所需的适宜栖息地(潮湿底层)的可利用性而产生负相关。我们还研究了环境相关因素是否能解释季节性承载能力(K)的变化,因为假定环境随机性会改变种群增长率(r)、承载能力或两者。通过使用三种不同的信息准则(赤池信息准则[校正;AIC(c)]、贝叶斯信息准则[BIC]和交叉验证[C-V])比较替代种群动态模型,测试了当前和滞后时间效应。无环境影响的两个月滞后的GL模型解释了种群增长率偏差的31%。在高潮频率、降雨量和相对湿度的各种模型组合下,这一比例增加到>70%,其中高潮频率和降雨量的贡献最大。高潮频率对K的时间变化解释较弱,并且有证据表明,在研究期间,为减少积水而填埋洼地降低了尖音库蚊的承载能力。这项研究强调,在预测蚊虫丰度和种群增长模式时,需要同时考虑这两种驱动因素(内源性和外源性)。这项工作还表明,随着海平面上升,降雨量持续增加以及高潮事件的预期频率和强度更高,气候变化将改变澳大利亚北部的蚊虫丰度趋势。

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