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充分利用专家估计来确定监测和管理行动的优先级:淡水案例研究。

Making the best use of experts' estimates to prioritise monitoring and management actions: A freshwater case study.

机构信息

CSIRO Land and Water, Dutton Park, Queensland 4102, Australia.

Goulburn-Broken Catchment Management Authority, Shepparton, Victoria 3630, Australia.

出版信息

J Environ Manage. 2018 Jun 1;215:294-304. doi: 10.1016/j.jenvman.2018.03.068.

Abstract

Under limited time and resources, ecological managers are under increasing pressure to demonstrate tangible impact of monitoring activities. Value of Information (VOI) has been advocated as an ideal tool to evaluate whether more data is required to improve expected management outcomes. Yet, despite several recent works explaining its value, VOI remains seldom used in practice. Here we provide an example of a successful ecological application of VOI. We apply VOI to a novel multi-objective freshwater management problem and show how to make the best use of expert data through a robust sensitivity analysis. Unlike previous VOI approaches, our analysis provides statistical confidence to our recommendations. We apply our approach to the recovery of Moira grass (Pseudoraphis spinescens) plains, a threatened vegetation community at the Ramsar-listed Barmah Forest on the Murray River, Australia. Working closely with managers, we discovered that although many threats may impede Moira grass recovery, reducing grazing pressure and applying ideal depth and duration of flooding were most likely to lead to recovery. We found that learning from monitoring can significantly increase the existing extent of Moira grass, although these gains are modest compared to immediate management action. Our study shows how VOI can be used to demonstrate efficient use of limited environmental water to maximise ecological impact and increase transparency when making monitoring or management decisions. More broadly, the study methods will be of interest to any environmental manager who needs to prioritise monitoring and evaluation activities subject to a limited research budget. At a time where researchers and managers are asked to be more accountable for their decision-making, VOI provides a very accessible tool that can speed up the decision of whether to wait and collect more data or act immediately despite uncertainty.

摘要

在有限的时间和资源下,生态管理者面临着越来越大的压力,需要证明监测活动的实际影响。信息价值(Value of Information,VOI)已被倡导为评估是否需要更多数据来改善预期管理结果的理想工具。然而,尽管最近有几项工作解释了其价值,VOI 在实践中仍然很少被使用。在这里,我们提供了一个 VOI 在生态学中成功应用的例子。我们将 VOI 应用于一个新的多目标淡水管理问题,并展示了如何通过稳健的敏感性分析来充分利用专家数据。与以前的 VOI 方法不同,我们的分析为我们的建议提供了统计置信度。我们将我们的方法应用于莫雷草平原(Pseudoraphis spinescens)的恢复,这是澳大利亚墨累河拉姆萨尔名录上的巴尔马森林中受到威胁的植被群落。我们与管理者密切合作,发现尽管许多威胁可能会阻碍莫雷草的恢复,但减少放牧压力和应用理想的洪水深度和持续时间最有可能导致恢复。我们发现,从监测中学习可以显著增加莫雷草的现有范围,尽管与立即采取管理行动相比,这些收益微不足道。我们的研究表明,VOI 如何可用于展示如何有效利用有限的环境水来最大限度地提高生态影响,并在做出监测或管理决策时提高透明度。更广泛地说,这项研究方法将引起任何需要根据有限的研究预算来优先考虑监测和评估活动的环境管理者的兴趣。在研究人员和管理者被要求对其决策负责的时代,VOI 提供了一个非常易于使用的工具,可以加快是否等待和收集更多数据或立即采取行动的决策,尽管存在不确定性。

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