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研究人口投影矩阵模型瞬态动力学的框架。

A framework for studying transient dynamics of population projection matrix models.

机构信息

Centre for Ecology and Conservation, Biosciences, College of Life and Environmental Sciences, University of Exeter Cornwall Campus, Tremough, Treliever Road, Penryn, Cornwall, TR10 9EZ, UK.

出版信息

Ecol Lett. 2011 Sep;14(9):959-70. doi: 10.1111/j.1461-0248.2011.01659.x. Epub 2011 Jul 25.

Abstract

Empirical models are central to effective conservation and population management, and should be predictive of real-world dynamics. Available modelling methods are diverse, but analysis usually focuses on long-term dynamics that are unable to describe the complicated short-term time series that can arise even from simple models following ecological disturbances or perturbations. Recent interest in such transient dynamics has led to diverse methodologies for their quantification in density-independent, time-invariant population projection matrix (PPM) models, but the fragmented nature of this literature has stifled the widespread analysis of transients. We review the literature on transient analyses of linear PPM models and synthesise a coherent framework. We promote the use of standardised indices, and categorise indices according to their focus on either convergence times or transient population density, and on either transient bounds or case-specific transient dynamics. We use a large database of empirical PPM models to explore relationships between indices of transient dynamics. This analysis promotes the use of population inertia as a simple, versatile and informative predictor of transient population density, but criticises the utility of established indices of convergence times. Our findings should guide further development of analyses of transient population dynamics using PPMs or other empirical modelling techniques.

摘要

经验模型是有效保护和种群管理的核心,应能预测现实世界的动态。现有的建模方法多种多样,但分析通常集中在长期动态上,无法描述即使是简单模型在受到生态干扰或波动后也会出现的复杂短期时间序列。最近对这种瞬态动态的兴趣导致了对密度独立、时不变种群预测矩阵(PPM)模型中瞬态动态的定量分析的多种方法,但由于该文献的分散性质,限制了对瞬态动态的广泛分析。我们回顾了线性 PPM 模型瞬态分析的文献,并综合了一个连贯的框架。我们提倡使用标准化指标,并根据它们对收敛时间或瞬态种群密度的关注、对瞬态边界或特定案例瞬态动态的关注,对指标进行分类。我们使用一个大型经验 PPM 模型数据库来探索瞬态动态指标之间的关系。这项分析促进了将种群惯性作为预测瞬态种群密度的简单、通用和信息丰富的指标的使用,但批评了已建立的收敛时间指标的实用性。我们的研究结果应该为使用 PPM 或其他经验建模技术分析瞬态种群动态提供进一步的指导。

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