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A method for estimating insect abundance and patch occupancy with potential applications in large-scale monitoring programmes

机译:一种在大型监测程序中潜在应用的昆虫昆虫丰度和斑块占有率的估算方法

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摘要

Large-scale monitoring programmes often make inferences about insect abundance based on count data collected using some probability-based sampling technique. Unfortunately, it is rather difficult to obtain reliable estimates of insect abundance from count data unless the scale is very fine or localized. A major issue, that has to be explicitly addressed when estimating insect abundance, is the problem of false negatives. The objective of this paper is to demonstrate a simple approach to estimate insect abundance from occupancy data collected using presence-absence surveys. Using count data on the seed-feeding insect, Eurytoma sp. (Hymenoptera: Eurytomidae), and the alien invasive insect, Heteropsylla cubana (Homoptera: Psyllidae), this paper has demonstrated the application of (1) generalized linear models for modelling abundance and detection probability, (2) information criteria for model selection and (3) occupancy-abundance models for precise estimation of insect abundance. Potential applications of this approach in monitoring colonization of sites by alien invasive species and local extinction of species endangered by habitat fragmentation are also indicated.
机译:大型监视程序通常基于使用某些基于概率的采样技术收集的计数数据来推断昆虫的丰度。不幸的是,除非标度非常精细或局部化,否则很难从计数数据中获得可靠的昆虫丰度估计值。估计昆虫丰度时必须明确解决的一个主要问题是假阴性的问题。本文的目的是演示一种简单的方法,可通过使用在场调查收集的居住数据来估计昆虫的数量。使用种子喂食昆虫Eurytoma sp。的计数数据。 (膜翅目:Eurytomidae)和外来入侵昆虫,杂种虫(Hteroptersylla cubana)(Homoptera:Psyllidae),本文证明了(1)广义线性模型在丰度和检测概率建模中的应用,(2)信息标准用于模型选择和( 3)用于精确估算昆虫丰度的占用度模型。还指出了这种方法在监测外来入侵物种在该地区的定居以及因栖息地破碎而濒临灭绝的物种的局部灭绝的潜在应用。

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