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Reducing costs in biodiversity monitoring: Shortcuts for plant diversity in meadows as a case study

机译:降低生物多样性监测的成本:以草甸植物多样性为例的捷径

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摘要

Monitoring changes in biodiversity requires credible measures of species richness and diversity. Since biodiversity monitoring programmes are challenging and expensive, conservation scientists are increasingly applying proxies; unfortunately, the evidence supporting these methods is still scarce. Here, we explore the cost-effectiveness of shortcuts for the estimation of plant species richness and diversity in meadows. We used regression methods and multimodel inference techniques to calibrate a number of models linking the relative abundance of 5, 4 or 3 plant species (indicators) with the richness and diversity of whole assemblages. The species selected as indicators are common in the study area, with a large regional distribution and frequency of occurrence. Then, with a new dataset, we validated the use of shortcuts with high goodness-of-fit (R~2 >70%). Mean relative bias varied between +12.5% and -6.1%, which we considered acceptable. Finally, by using computer intensive Monte Carlo simulation techniques to quantify the effect of changes on both (ⅰ) number of researchers and technicians in field teams and (ⅱ) number of species to be assessed, we evaluated the cost-effectiveness (time and money) of biodiversity monitoring by comparing full inventories vs. shortcuts. We found that cost-savings can reach 90% (with a shortcut of 5 species) or even higher (93%, with 4 species), which imply that sampling effort could be multiplied ca. 12 times (5 species) or even more (ca. 15 times, 4 species), without increasing costs. It was concluded that calibration and validation of shortcuts can help improve the cost-effectiveness of biodiversity monitoring in managed meadows.
机译:监测生物多样性的变化需要对物种丰富度和多样性采取可靠的措施。由于生物多样性监测计划具有挑战性且费用昂贵,因此保护科学家越来越多地使用代理。不幸的是,支持这些方法的证据仍然很少。在这里,我们探讨了估算草甸植物物种丰富度和多样性的捷径的成本效益。我们使用了回归方法和多模型推断技术来校准许多模型,这些模型将5、4或3种植物物种(指标)的相对丰度与整体组合的丰富性和多样性联系在一起。被选为指标的物种在研究区域内很普遍,具有较大的区域分布和发生频率。然后,通过一个新的数据集,我们验证了拟合优度高(R〜2> 70%)的快捷方式的使用。平均相对偏差在+ 12.5%和-6.1%之间变化,我们认为这是可以接受的。最后,通过使用计算机密集型蒙特卡洛模拟技术来量化变化对(ⅰ)现场团队研究人员和技术人员数量以及(ⅱ)待评估物种数量的影响,我们评估了成本效益(时间和金钱)通过比较完整清单与捷径来监测生物多样性。我们发现节省的成本可以达到90%(捷径为5种)或更高(93%,为4种),这意味着可以将抽样工作量乘以ca。 12倍(5种)或更多(大约15倍,4种),而不会增加成本。结论是,捷径的校准和验证可以帮助提高管理草地上生物多样性监测的成本效益。

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