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Spatial dynamics of an invasive bird species assessed using robust design occupancy analysis: the case of the Eurasian collared dove (Streptopelia decaocto) in France

机译:使用稳健的设计占用率分析评估侵入性鸟类的空间动力学:以法国的欧亚白斑鸠(Streptopelia decaocto)为例

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摘要

Aim The Study of the spatial dynamics of invasive species is a key issue in invasion ecology. While mathematical models are useful for predicting the e tent of population expansions, they are not suitable for measuring and characterizing spatial patterns of invasion unless the probability of detection is homogeneous across the distribution range. Here, we apply recently developed statistical approaches incorporating detection uncertainty to characterize the spatial dynamics of an invasive bird species, the Eurasian collared dove (Streptopelia decaocto). Location France. Methods Data on presence/absence of doves were recorded from 1996 to 2004 over 1045 grid cells (28 x 20 km) covering the entire country. Each grid cell included five point counts spaced along a route, which was visited twice a year, allowing for an estimation of detection probability. Each route was assigned to one of six geographical regions. We used robust design occupancy analysis to assess spatial and temporal variation in parameters related to the spatial dynamics of the species. These parameters included occupancy rate, colonization and local extinction probabilities. Our inference approach was based on the selection of the most parsimonious model among competitive models parametrized with conditional probabilities. Results The probability of detecting the presence of doves on a given route was high. However, we found evidence to incorporate detection uncertainly in inference processes about spatial dynamics, since detection probability was neither perfect (i.e. it was < 1), nor constant over space and time. Results showed a clear positive trend in occupancy rate over the study period, increasing from 55% in 1996 to 76% in 2004. In addition, occupancy rate differed among regions (range: 37-79%) and further analysis showed that colonization probability by region was positively related to occupancy rate. Finally, local extinction probability was lower than colonization probability and showed a tendency to decrease over the study period. Main conclusions Our results emphasize the importance of estimating detection probabilities in order to draw proper inferences about the spatia.[ and temporal dynamics of the invasion pattern of the collared dove. In contrast to the perceived spatial dynamics from national atlas surveys, we provide evidence that the range of this species is currently increasing in France. Other results, such as regional specificity in colonization probabilities and time variation in local extinction are consistent with expectations from invasion and metapopulation theory.
机译:目的研究入侵物种的空间动力学是入侵生态学的关键问题。虽然数学模型可用于预测人口膨胀的趋势,但除非在分布范围内检测到的概率均等,否则它们不适合测量和表征入侵的空间模式。在这里,我们采用了最近开发的统计方法,该方法结合了检测不确定性来表征入侵鸟类,欧亚白斑鸠(Streptopelia decaocto)的空间动力学。地点法国。方法1996年至2004年,在全国范围内的1045个网格单元(28 x 20 km)上记录了鸽子的有无数据。每个网格单元包括沿路线分布的五个点计数,该路线每年被访问两次,从而可以估计检测概率。每条路线都分配给六个地理区域之一。我们使用了稳健的设计占用率分析来评估与该物种的空间动态相关的参数的时空变化。这些参数包括占用率,定植和局部灭绝概率。我们的推论方法基于在条件条件参数化的竞争模型中选择最简约的模型。结果在给定路线上检测到鸽子存在的可能性很高。但是,我们发现有证据将检测不确定地纳入空间动力学的推理过程中,因为检测概率既不完美(即小于1),也不随时间和空间恒定。结果显示,在研究期内,居住率有明显的积极趋势,从1996年的55%增加到2004年的76%。此外,各个区域的居住率也有所不同(范围:37-79%),进一步的分析表明,通过地区与入住率呈正相关。最后,局部灭绝的可能性低于定植的可能性,并且在整个研究期内呈下降趋势。主要结论我们的结果强调了估计检测概率的重要性,以便得出有关空间分布的正确推论。[和斑鸠入侵模式的时间动态。与国家地图集调查中感知到的空间动态相反,我们提供的证据表明,该物种的范围目前在法国正在增加。其他结果,例如定植概率的区域特异性和局部灭绝的时间变化,与入侵和迁移种群理论的预期一致。

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