Ahumada Jorge A, Lapointe Dennis, Samuel Michael D
Pacific Cooperative Studies Unit, Department of Botany, University of Hawaii, Honolulu, HI 96822, USA.
J Med Entomol. 2004 Nov;41(6):1157-70. doi: 10.1603/0022-2585-41.6.1157.
We present a population model to understand the effects of temperature and rainfall on the population dynamics of the southern house mosquito, Culex quinquefasciatus Say, along an elevational gradient in Hawaii. We use a novel approach to model the effects of temperature on population growth by dynamically incorporating developmental rate into the transition matrix, by using physiological ages of immatures instead of chronological age or stages. We also model the effects of rainfall on survival of immatures as the cumulative number of days below a certain rain threshold. Finally, we incorporate density dependence into the model as competition between immatures within breeding sites. Our model predicts the upper altitudinal distributions of Cx. quinquefasciatus on the Big Island of Hawaii for self-sustaining mosquito and migrating summer sink populations at 1,475 and 1,715 m above sea level, respectively. Our model predicts that mosquitoes at lower elevations can grow under a broader range of rainfall parameters than middle and high elevation populations. Density dependence in conjunction with the seasonal forcing imposed by temperature and rain creates cycles in the dynamics of the population that peak in the summer and early fall. The model provides a reasonable fit to the available data on mosquito abundance for the east side of Mauna Loa, Hawaii. The predictions of our model indicate the importance of abiotic conditions on mosquito dynamics and have important implications for the management of diseases transmitted by Cx. quinquefasciatus in Hawaii and elsewhere.
我们提出了一个种群模型,以了解温度和降雨对夏威夷沿海拔梯度分布的南方家蚊(Culex quinquefasciatus Say)种群动态的影响。我们采用了一种新颖的方法来模拟温度对种群增长的影响,即通过将发育速率动态纳入转移矩阵,使用未成熟个体的生理年龄而非实际年龄或发育阶段。我们还将降雨对未成熟个体存活的影响建模为低于特定降雨阈值的累积天数。最后,我们将密度依赖性纳入模型,作为繁殖地内未成熟个体之间的竞争。我们的模型预测了夏威夷大岛上南方家蚊在海平面以上1475米和1715米处自我维持的蚊虫种群和夏季迁移的汇种群的海拔上限分布。我们的模型预测,低海拔地区的蚊子在比中高海拔种群更广泛的降雨参数范围内能够生长。密度依赖性与温度和降雨施加的季节性强迫相结合,在种群动态中产生了在夏季和初秋达到峰值的周期。该模型与夏威夷莫纳罗亚东侧现有蚊虫丰度数据拟合良好。我们模型的预测表明了非生物条件对蚊虫动态的重要性,并对夏威夷及其他地区由南方家蚊传播的疾病管理具有重要意义。