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连通性对集合种群持续性的影响:网络对称性与度相关性。

The effects of connectivity on metapopulation persistence: network symmetry and degree correlations.

作者信息

Shtilerman Elad, Stone Lewi

机构信息

Porter School of Environmental Studies, Tel Aviv University, Ramat Aviv, IL 6997801, Israel

Zoology Department, Tel Aviv University, Ramat Aviv, IL 6997801, Israel School of Mathematical and Geospatial Sciences, RMIT University, Melbourne, Victoria 3000, Australia.

出版信息

Proc Biol Sci. 2015 May 7;282(1806):20150203. doi: 10.1098/rspb.2015.0203.

DOI:10.1098/rspb.2015.0203
PMID:25833858
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4426627/
Abstract

A spatial metapopulation is a mosaic of interconnected patch populations. The complex routes of colonization between the patches are governed by the metapopulation's dispersal network. Over the past two decades, there has been considerable interest in uncovering the effects of dispersal network topology and its symmetry on metapopulation persistence. While most studies find that the level of symmetry in dispersal pattern enhances persistence, some have reached the conclusion that symmetry has at most a minor effect. In this work, we present a new perspective on the debate. We study properties of the in- and out-degree distribution of patches in the metapopulation which define the number of dispersal routes into and out of a particular patch, respectively. By analysing the spectral radius of the dispersal matrices, we confirm that a higher level of symmetry has only a marginal impact on persistence. We continue to analyse different properties of the in-out degree distribution, namely the 'in-out degree correlation' (IODC) and degree heterogeneity, and find their relationship to metapopulation persistence. Our analysis shows that, in contrast to symmetry, the in-out degree distribution and particularly, the IODC are dominant factors controlling persistence.

摘要

空间集合种群是由相互连接的斑块种群组成的镶嵌体。斑块之间复杂的定殖路径由集合种群的扩散网络控制。在过去二十年中,人们对揭示扩散网络拓扑结构及其对称性对集合种群持续性的影响产生了浓厚兴趣。虽然大多数研究发现扩散模式的对称程度会增强持续性,但也有一些研究得出结论认为对称性至多只有微小影响。在这项工作中,我们为这场争论提出了一个新视角。我们研究了集合种群中斑块的入度分布和出度分布的性质,它们分别定义了进入和离开特定斑块的扩散路径数量。通过分析扩散矩阵的谱半径,我们证实更高的对称程度对持续性只有边际影响。我们继续分析入度 - 出度分布的不同性质,即“入度 - 出度相关性”(IODC)和度异质性,并找出它们与集合种群持续性的关系。我们的分析表明,与对称性不同,入度 - 出度分布,特别是IODC是控制持续性的主导因素。

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本文引用的文献

1
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2
Predicting epidemic thresholds on complex networks: limitations of mean-field approaches.预测复杂网络上的流行病阈值:平均场方法的局限性。
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Connectivity, cycles, and persistence thresholds in metapopulation networks.复域网络中的连通性、循环和持久性阈值。
PLoS Comput Biol. 2010 Aug 5;6(8):e1000876. doi: 10.1371/journal.pcbi.1000876.
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Effects of colonization asymmetries on metapopulation persistence.定殖不对称性对集合种群持续性的影响。
Theor Popul Biol. 2010 Nov;78(3):225-38. doi: 10.1016/j.tpb.2010.06.007. Epub 2010 Jul 6.
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Effects of asymmetric dispersal on the coexistence of competing species.非对称扩散对竞争物种共存的影响。
Ecol Lett. 2010 Apr;13(4):432-41. doi: 10.1111/j.1461-0248.2009.01436.x. Epub 2010 Jan 21.
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Strong effect of dispersal network structure on ecological dynamics.扩散网络结构对生态动力学有强烈影响。
Nature. 2008 Dec 11;456(7223):792-4. doi: 10.1038/nature07395. Epub 2008 Oct 19.
7
Approximating the largest eigenvalue of network adjacency matrices.近似网络邻接矩阵的最大特征值。
Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Nov;76(5 Pt 2):056119. doi: 10.1103/PhysRevE.76.056119. Epub 2007 Nov 29.
8
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