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Interannual variation in bird-landscape relations: understanding sources of a pervasive conservation dilemma

机译:鸟类与景观关系的年际变化:了解普遍的保护困境的根源

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Interannual variation in bird-landscape relations is pervasive, and it generates decision dilemmas for conservationists who use such relations to support landscape-level planning, acquisition and management. Interannual variation occurs in two ways. Model consistency refers to agreement among years in the variables and directions of relations in a model for a species. R-2 consistency measures variation in the strengths of association between bird and landscape variables for a species among years. We examined how distributional and biological traits of species, model-selection certainty (likelihood the best model was selected in a given year), and model complexity (number of landscape variables) were associated with interannual variation in bird-landscape relations for 72 species in the Appalachian Mountains, USA. Abundant, narrowly distributed species, and cavity nesters exhibited higher model consistency, but model-selection certainty, not species' traits or model complexity, had the most influence on model and R-2 consistency. Increasing model-selection certainty by improving sampling methods and model-selection strategies may be the most effective way to cope with interannual variation in bird-landscape relations.
机译:鸟类与景观关系的年际变化无处不在,它给使用这种关系支持景观级规划,获取和管理的保护主义者带来了决策难题。年际变化以两种方式发生。模型一致性是指物种模型中变量在变量和关系方向上的年间一致性。 R-2一致性度量了物种之间鸟类和景观变量之间关联强度的变化。我们研究了物种的分布和生物学特性,模型选择的确定性(在给定的一年中选择了最佳模型的可能性)以及模型的复杂性(景观变量的数量)如何与72个物种的鸟类-景观关系的年际变化相关联。美国阿巴拉契亚山脉。丰富,分布狭窄的物种和腔巢具有较高的模型一致性,但是模型选择的确定性(而不是物种的特征或模型的复杂性)对模型和R-2一致性的影响最大。通过改进采样方法和模型选择策略来提高模型选择的确定性可能是应对鸟类与景观关系年际变化的最有效方法。

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