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Integrating info-gap decision theory with robust population management: A case study using the Mountain Plover

机译:将信息鸿沟决策理论与健壮的人口管理相结合:使用山区小P的案例研究

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摘要

Wildlife managers often make decisions under considerable uncertainty. In the most extreme case, a complete lack of data leads to uncertainty that is unquantifiable. Information-gap decision theory deals with assessing management decisions under extreme uncertainty, but it is not widely used in wildlife management. So too, robust population management methods were developed to deal with uncertainties in multiple-model parameters. However, the two methods have not, as yet, been used in tandem to assess population management decisions. We provide a novel combination of the robust population management approach for matrix models with the information-gap decision theory framework for making conservation decisions under extreme uncertainty. We applied our model to the problem of nest survival management in an endangered bird species, the Mountain Plover (Charadrius montanus). Our results showed that matrix sensitivities suggest that nest management is unlikely to have a strong effect on population growth rate, confirming previous analyses. However, given the amount of uncertainty about adult and juvenile survival, our analysis suggested that maximizing nest marking effort was a more robust decision to maintain a stable population. Focusing on the twin concepts of opportunity and robustness in an information-gap model provides a useful method of assessing conservation decisions under extreme uncertainty.
机译:野生动物管理者通常在相当不确定的情况下做出决定。在最极端的情况下,完全缺乏数据会导致无法量化的不确定性。信息鸿沟决策理论用于评估极端不确定性下的管理决策,但是它并未在野生动植物管理中广泛使用。因此,也开发了鲁棒的人口管理方法来处理多模型参数中的不确定性。但是,这两种方法尚未一起用于评估人口管理决策。我们为矩阵模型提供了强大的种群管理方法与信息鸿沟决策理论框架的新颖组合,以在极端不确定性下做出保护决策。我们将模型应用于濒危鸟类山bird(Charadrius montanus)的巢穴生存管理问题。我们的结果表明,基质敏感性表明巢管理对种群增长率不太可能产生强烈影响,这证实了先前的分析。但是,考虑到成年和少年生存的不确定性,我们的分析表明,最大程度地标记巢穴是维持种群稳定的更强有力的决定。集中关注信息鸿沟模型中机会和健壮性这两个概念,为评估极端不确定性下的保护决策提供了一种有用的方法。

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