Integrative Ecology Group, Estación Biológica de Doñana, CSIC, C/Américo Vespucio s/n, E-41092 Sevilla, Spain.
J Theor Biol. 2012 Mar 21;297:11-6. doi: 10.1016/j.jtbi.2011.11.027. Epub 2011 Dec 8.
We explore the relationship between network structure and dynamics by relating the topology of spatial networks with its underlying metapopulation abundance. Metapopulation abundance is largely affected by the architecture of the spatial network, although this effect depends on demographic parameters here represented by the extinction-to-colonization ratio (e/c). Thus, for moderate to large e/c-values, regional abundance grows with the heterogeneity of the network, with uniform or random networks having the lowest regional abundances, and scale-free networks having the largest abundance. However, the ranking is reversed for low extinction probabilities, with heterogeneous networks showing the lowest relative abundance. We further explore the mechanisms underlying such results by relating a node's incidence (average number of time steps the node is occupied) with its degree, and with the average degree of the nodes it interacts with. These results demonstrate the importance of spatial network structure to understanding metapopulation abundance, and serve to determine under what circumstances information on network structure should be complemented with information on the species life-history traits to understand persistence in heterogeneous environments.
我们通过将空间网络的拓扑结构与其基础的复合种群丰度联系起来,来探索网络结构和动态之间的关系。复合种群丰度在很大程度上受到空间网络结构的影响,尽管这种影响取决于人口参数,这里用灭绝到定居的比率(e/c)来表示。因此,对于中等至较大的 e/c 值,区域丰度随网络的异质性而增加,均匀或随机网络的区域丰度最低,而无标度网络的丰度最大。然而,对于低灭绝概率,情况则相反,异质网络显示出最低的相对丰度。我们通过将一个节点的发病率(节点被占据的平均时间步骤数)与其度以及与它相互作用的节点的平均度联系起来,进一步探讨了产生这些结果的机制。这些结果表明,空间网络结构对于理解复合种群丰度非常重要,并有助于确定在什么情况下,应该将有关网络结构的信息与有关物种生活史特征的信息结合起来,以了解在异质环境中的持续存在。