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首页> 外文期刊>Journal of ornithology >Point count duration: five minutes are usually sufficient to model the distribution of bird species and to study the structure of communities for a French landscape
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Point count duration: five minutes are usually sufficient to model the distribution of bird species and to study the structure of communities for a French landscape

机译:点数持续时间:通常只需五分钟即可模拟鸟类的分布并研究法国景观的群落结构

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摘要

The point count method is very widely used for estimating bird abundances. In studies of bird environment relationships, the duration used for point counts varies considerably from one study to another. Short counting times may increase the number of false absences while long counting times increase the probability that birds initially absent immigrate during the counting period. This study aims to quantify the effect of point count duration on the performance of bird distribution models and on the estimated structure of the communities. We used a sample of 256 point counts collected in south western France and we compared four count durations (5, 10, 15 and 20 min). After comparing the predictive performance of seven statistical methods, we constructed one GAM (generalized additive model) per counting time to link the presence absence data of each species with seven landscape variables. We evaluated the models by examining explained deviance and by comparing predicted and observed values for an independent data using AUC (area under the curve) and TSS (true skill statistics). At the community level, we constructed one CQO (constrained quadratic ordination) per counting time, then we compared the species' scores along the latent environmental variables. For the 21 species studied, the overall performance of GAMs only improves very moderately with a lengthening of the counting time (mean D-2 = 25% for 5 min and 28% for 20 min; mean TSS = 0.40 for 5 min and 0.43 for 20 min), with an increase for some species and a decrease for others. The latent environmental variables of the four CQOs were associated with the same explanatory variables and the scores of the species along the latent variables were highly correlated (between 5 and 20 min, P < 2.10(-16), rho = 0.99). In the perspective of building reliable bird distribution models, our results thus show that a point count duration of 5 min is sufficient in temperate regions such as France.
机译:点计数法非常广泛地用于估算鸟类的数量。在鸟类环境关系研究中,用于一项计数的持续时间在一项研究与另一项研究之间存在很大差异。较短的计数时间可能会增加虚假缺勤的次数,而较长的计数时间会增加在计数期间最初缺席的鸟类迁移的可能性。这项研究旨在量化点数持续时间对鸟类分布模型的性能以及对社区估计结构的影响。我们使用了在法国西南部收集的256个点计数的样本,并比较了四个计数持续时间(5、10、15和20分钟)。在比较了七个统计方法的预测性能之后,我们每个计数时间构建了一个GAM(广义加性模型),以将每个物种的存在缺失数据与七个景观变量关联起来。我们通过检查解释的偏差并通过使用AUC(曲线下面积)和TSS(真实技能统计数据)比较独立数据的预测值和观察值来评估模型。在社区一级,我们每个计数时间构建一个CQO(约束二次排序),然后将物种得分与潜在环境变量进行比较。对于所研究的21个物种,GAM的总体性能仅随着计数时间的延长而非常适度地提高(平均值D-2 = 5分钟为25%,20分钟为28%; 5分钟的平均TSS = 0.40,5分钟的平均TSS = 0.43。 20分钟),某些物种有所增加,而其他物种有所减少。四个CQO的潜在环境变量与相同的解释变量相关,并且沿着潜在变量的物种得分高度相关(5至20分钟之间,P <2.10(-16),rho = 0.99)。从建立可靠的鸟类分布模型的角度来看,我们的结果表明,在像法国这样的温带地区,点数持续时间为5分钟就足够了。

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