Caldarelli G, Higgs PG, McKane AJ
Department of Theoretical Physics, University of Manchester, Manchester, M13 9PT, U.K.
J Theor Biol. 1998 Jul 21;193(2):345-358. doi: 10.1006/jtbi.1998.0706.
We introduce the Webworld model, which links together the ecological modelling of food web structure with the evolutionary modelling of speciation and extinction events. The model describes dynamics of ecological communities on an evolutionary time-scale. Species are defined as sets of characteristic features, and these features are used to determine interaction scores between species. A simple rule is used to transfer resources from the external environment through the food web to each of the species, and to determine mean population sizes. A time step in the model represents a speciation event. A new species is added with features similar to those of one of the existing species and a new food web structure is than calculated. The new species may (i) add stably to the web, (ii) become extinct immediately because it is poorly adapted, or (iii) cause one or more other species to become extinct due to competition for resources. We measure various properties of the model webs and compare these with data on real food webs. These properties include the proportions of basal, intermediate and top species, the number of links per species and the number of trophic levels. We also study the evolutionary dynamics of the model ecosystem by following the fluctuations in the total number of species in the web. Extinction avalanches occur when novel organisms arise which are significantly better adapted than existing ones. We discuss these results in relation to the observed extinction events in the fossil record, and to the theory of self-organized criticality.Copyright 1998 Academic Press
我们引入了网络世界模型,该模型将食物网结构的生态建模与物种形成和灭绝事件的进化建模联系在一起。该模型描述了生态群落进化时间尺度上的动态变化。物种被定义为一组特征,这些特征用于确定物种之间的相互作用得分。使用一个简单规则将资源从外部环境通过食物网传递给每个物种,并确定平均种群规模。模型中的一个时间步长代表一次物种形成事件。添加一个具有与现有物种之一相似特征的新物种,然后计算新的食物网结构。新物种可能(i)稳定地添加到食物网中,(ii)由于适应性差而立即灭绝,或者(iii)由于资源竞争导致一个或多个其他物种灭绝。我们测量模型食物网的各种属性,并将这些属性与真实食物网的数据进行比较。这些属性包括基础物种、中间物种和顶级物种的比例、每个物种的连接数以及营养级的数量。我们还通过跟踪食物网中物种总数的波动来研究模型生态系统的进化动态。当出现比现有生物适应性显著更好的新生物时,就会发生灭绝雪崩。我们将这些结果与化石记录中观察到的灭绝事件以及自组织临界性理论联系起来进行讨论。版权所有1998年学术出版社