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使用天气驱动的动态种群 compartmental 模型预测种群动态

Predicting Population Dynamics Using a Weather-Driven Dynamic Compartmental Population Model.

作者信息

Bakran-Lebl Karin, Kjær Lene Jung, Conrady Beate

机构信息

Institute for Medical Microbiology and Hygiene, AGES-Austrian Agency for Health and Food Safety, 1090 Vienna, Austria.

Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg Campus, 1870 Copenhagen, Denmark.

出版信息

Insects. 2023 Mar 17;14(3):293. doi: 10.3390/insects14030293.

Abstract

Mosquitoes of the genus are important vectors of a variety of arthropod-borne viral infections. In most of the northern parts of the USA, is the predominant representative of this genus. As vectors, they play a key role in the spreading of arboviruses and thus, knowledge of the population dynamic of mosquitoes is important to understand the disease ecology of these viruses. As poikilotherm animals, the vital rates of mosquitoes are highly dependent on ambient temperature, and also on precipitation. We present a compartmental model for the population dynamics of . The model is driven by temperature, precipitation, and daytime length (which can be calculated from the geographic latitude). For model evaluation, we used long-term mosquito capture data, which were averaged from multiple sites in Cook County, Illinois. The model fitted the observation data and was able to reproduce between-year differences in the abundance of the mosquitoes, as well as the different seasonal trends. Using this model, we evaluated the effectiveness of targeting different vital rates for mosquito control strategies. The final model is able to reproduce the weekly mean abundance for Cook County with a high accuracy, and over a long time period of 20 years.

摘要

该属蚊子是多种节肢动物传播的病毒感染的重要媒介。在美国大部分北部地区,该属蚊子是主要代表。作为媒介,它们在虫媒病毒传播中起关键作用,因此,了解蚊子的种群动态对于理解这些病毒的疾病生态学很重要。作为变温动物,蚊子的生命率高度依赖于环境温度,也依赖于降水量。我们提出了一个该属蚊子种群动态的 compartmental 模型。该模型由温度、降水量和白昼长度(可根据地理纬度计算)驱动。为了评估模型,我们使用了长期的蚊子捕获数据,这些数据是伊利诺伊州库克县多个地点的平均值。该模型拟合了观测数据,能够再现该属蚊子数量的年际差异以及不同的季节趋势。使用这个模型,我们评估了针对不同生命率的蚊子控制策略的有效性。最终模型能够在长达20年的时间里高精度地再现库克县该属蚊子的每周平均数量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/caa6/10056620/e8cf4bb835a5/insects-14-00293-g001.jpg

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