DSI-NRF Centre for Epidemiological Modelling and Analysis, University of Stellenbosch, Stellenbosch, South Africa.
Natural Resources Institute, University of Greenwich, Chatham, United Kingdom.
PLoS Negl Trop Dis. 2023 Jan 27;17(1):e0010902. doi: 10.1371/journal.pntd.0010902. eCollection 2023 Jan.
Sampling with traps provides the most common means of investigating the abundance, composition and condition of tsetse populations. It is thus important to know the size of the area from which the samples originate, but that topic is poorly understood.
The topic was clarified with the aid of a simple deterministic model of the mobility, births and deaths of tsetse. The model assessed how the sampled area changed according to variations in the numbers, arrangement and catching efficiency of traps deployed for different periods in a large block of homogeneous habitat subject to different levels of fly mortality. The greatest impacts on the size of the sampled area are produced by the flies' mean daily step length and the duration of trapping. There is little effect of trap type. The daily death rate of adult flies is unimportant unless tsetse control measures increase the mortality several times above the low natural rates.
Formulae for predicting the probability that any given captured fly originated from various areas around the trap are produced. Using a mean daily step length (d) of 395m, typical of a savannah species of tsetse, any fly caught by a single trap in a 5-day trapping period could be regarded, with roughly 95% confidence, as originating from within a distance of 1.3km of the trap that is from an area of 5.3km2.
陷阱抽样是调查采采蝇种群数量、组成和状况最常用的方法。因此,了解样本来源的区域大小非常重要,但这个问题了解甚少。
借助于一个简单的采采蝇迁移、繁殖和死亡的确定性模型,阐明了这个问题。该模型根据在一个受不同水平飞蝇死亡率影响的同质栖息地大区域内,不同时期部署的陷阱数量、排列和捕获效率的变化,评估了采样区域的变化情况。对采样区域大小的最大影响是由苍蝇的平均日步长和诱捕时间决定的。陷阱类型的影响很小。除非采蝇控制措施将死亡率提高到自然水平的数倍以上,否则成虫的日死亡率对其影响不大。
本文提出了预测任何特定捕获的苍蝇来自诱捕器周围不同区域的概率的公式。假设一种典型的热带草原采采蝇的日平均步长(d)为 395m,在 5 天的诱捕期内,单个诱捕器捕获的任何一只苍蝇都可以被认为大约有 95%的置信度来自离诱捕器 1.3 公里以内的区域,即 5.3 平方公里的区域。