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北卡罗来纳州皮埃蒙特社区郊区白纹伊蚊(双翅目:蚊科)产卵的空间分析

Spatial analysis of Aedes albopictus (Diptera: Culicidae) oviposition in suburban neighborhoods of a Piedmont community in North Carolina.

作者信息

Richards Stephanie L, Apperson Charles S, Ghosh Sujit K, Cheshire Heather M, Zeichner Brian C

机构信息

Department of Entomology, Box 7647, North Carolina State University, Raleigh, NC 27695-7647, USA.

出版信息

J Med Entomol. 2006 Sep;43(5):976-89. doi: 10.1603/0022-2585(2006)43[976:saoaad]2.0.co;2.

Abstract

Temporal and spatial distribution of egg-laying by Aedes albopictus (Skuse) (Diptera: Culicidae) was investigated in suburban neighborhoods in Raleigh, NC, by using oviposition traps (ovitraps) at fixed sampling stations during the 2002 and 2003 mosquito seasons. Variations in the phenology of oviposition between the two mosquito seasons resulted from differences in the patterns and amounts of rainfall early in the season. Aerial images of each study neighborhood were digitized, and the proportions of specific types of land cover within buffer zones encompassing ovitraps were estimated. Retrospective analyses showed that in some neighborhoods, oviposition intensity was significantly associated with specific types of land cover. However, in general, it seemed that gravid Ae. albopictus searched throughout the landscape for water-filled containers in which to lay eggs. Peridomestic surveys were carried out concurrently with ovitrap collections to estimate production of Ae. albopictus pupae in discarded water-filled containers and the abundance of females in vegetation that made up the resting habitat. Results of linear regression analyses indicated that the mean standing crop of pupae (total and per container) per residence was not a significant predictor of mean egg densities in ovitraps. However, the mean standing crop of adult females was a significant but weak predictor variable, because the magnitude and sign of regression coefficients varied between neighborhoods. Linear spatial regression analyses revealed that oviposition intensity was not spatially dependent on pupal standing crop or the numbers of pupae-positive containers distributed peridomestically. However, a weak spatial dependence on the standing crop of adult females was found in some neighborhoods. Based on spherical variogram models, kriging was carried out to predict the spatial patterns of oviposition in suburban neighborhoods. Focal areas of high and low oviposition intensity were evident in most neighborhoods; however, the spatial patterns of oviposition changed between mosquito seasons. Kriging predictions were evaluated, using cross-validation, by systematically removing each data point from our data set and predicting the removed point by using the remaining points. The root mean square (standardized) error values of best fitting variogram models approximated 1, and plots of standardized PRESS residuals showed no distinct pattern for most neighborhoods, indicating that predictions of the spatial distribution of oviposition intensity were valid. Spherical variogram models are a satisfactory method for describing the spatial distribution of Ae. albopictus oviposition, and kriging can be a useful technique for predicting oviposition intensity at locations that have not been sampled.

摘要

2002年和2003年蚊虫季节期间,在北卡罗来纳州罗利市的郊区社区,通过在固定采样站使用产卵诱捕器(诱蚊产卵器),对白纹伊蚊(斯克司)(双翅目:蚊科)的产卵时空分布进行了调查。两个蚊虫季节产卵物候的变化是由季节早期降雨模式和降雨量的差异导致的。对每个研究社区的航空图像进行数字化处理,并估算了围绕诱蚊产卵器的缓冲区特定土地覆盖类型的比例。回顾性分析表明,在一些社区,产卵强度与特定土地覆盖类型显著相关。然而,总体而言,似乎怀卵白纹伊蚊在整个景观中寻找用于产卵的积水容器。在进行诱蚊产卵器收集的同时进行了住宅周边调查,以估算废弃积水容器中白纹伊蚊蛹的产量以及构成栖息生境的植被中雌蚊的数量。线性回归分析结果表明,每户住宅蛹的平均现存数量(总数和每个容器中的数量)并非诱蚊产卵器中平均卵密度的显著预测指标。然而,成年雌蚊的平均现存数量是一个显著但较弱的预测变量,因为回归系数的大小和符号在不同社区之间有所不同。线性空间回归分析表明,产卵强度在空间上并不依赖于蛹的现存数量或住宅周边分布的蛹阳性容器数量。然而,在一些社区发现了对成年雌蚊现存数量的微弱空间依赖性。基于球形变异函数模型,进行了克里金插值法以预测郊区社区的产卵空间模式。在大多数社区,产卵强度高和低的重点区域很明显;然而,两个蚊虫季节之间产卵的空间模式有所变化。通过系统地从数据集中移除每个数据点并使用其余点预测移除点,使用交叉验证对克里金插值法预测进行了评估。最佳拟合变异函数模型的均方根(标准化)误差值约为1,标准化PRESS残差图在大多数社区没有显示出明显模式,表明产卵强度空间分布的预测是有效的。球形变异函数模型是描述白纹伊蚊产卵空间分布的一种令人满意的方法,克里金插值法可以是预测未采样地点产卵强度的一种有用技术。

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