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优化植被监测。法国低地森林的一个案例研究。

Optimising vegetation monitoring. A case study in A French lowland forest.

作者信息

Archaux Frédéric, Bergès Laurent

机构信息

CEMAGREF Domaine des Barres, F-45290 Nogent sur Vernisson, France.

出版信息

Environ Monit Assess. 2008 Jun;141(1-3):19-25. doi: 10.1007/s10661-007-9874-0. Epub 2007 Jul 21.

DOI:10.1007/s10661-007-9874-0
PMID:17643191
Abstract

Biodiversity monitoring surveys are rarely optimised statistically before being initiated. Here, we optimised the monitoring of plants in a temperate forest. The total inventory cost, the number and size of quadrats were optimised to detect a 10% change in species richness over 5 years with alpha = beta = 0.05, using data from ongoing long-term floristic monitoring programs. The procedure showed that the inventory cost would be ca 15% lower using 100-, 200-m2 quadrats instead of 300- or 400-m2 quadrats. Despite the cost associated with the optimisation (e.g. gathering preliminary data) and the imprecise estimates (due to the typically small sample size of the pilot studies), optimisation would often be a better option than expert opinion when designing a monitoring survey.

摘要

生物多样性监测调查在启动前很少进行统计优化。在此,我们对温带森林中的植物监测进行了优化。利用正在进行的长期植物区系监测项目的数据,将总清查成本、样方数量和大小进行了优化,以在α = β = 0.05的情况下,检测5年内物种丰富度10%的变化。该程序表明,使用100平方米和200平方米的样方而非300平方米或400平方米的样方,清查成本将降低约15%。尽管优化存在相关成本(如收集初步数据)且估计不精确(由于试点研究的样本量通常较小),但在设计监测调查时,优化往往比专家意见是更好的选择。

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Understanding statistical power in the context of applied research.在应用研究背景下理解统计功效。
Appl Ergon. 2004 Mar;35(2):73-80. doi: 10.1016/j.apergo.2004.01.002.
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Sampling design for total and filterable reactive phosphorus monitoring in a lowland stream: considerations of spatial variability, measurement uncertainty and statistical power.低地溪流中总磷和可过滤活性磷监测的采样设计:空间变异性、测量不确定性和统计功效的考量
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