May R M, Nowak M A
Department of Zoology, University of Oxford, U.K.
J Theor Biol. 1994 Sep 7;170(1):95-114. doi: 10.1006/jtbi.1994.1171.
Using both analytic and numerical methods, we elucidate the dynamical properties of a class of metapopulation models in which many different species/strains contend for persistence, with local extinction of subpopulations being balanced by colonization of other patches. The species/strains have a strict competitive hierarchy with a given species/strain "taking over" any patch occupied by a lower-ranking species/strain; competitively inferior species/strains compensate by having higher colonization rates and/or lower patch death rates. New species/strains keep appearing, so that we can follow the evolution of the system. Such models may be metaphors for multispecies metapopulations, or for the evolution of virulence (where the patches are hosts, who are infected with various strains of a pathogen, and then die or recover at strain-dependent rates). Our emphasis is on a set of questions relating to the evolution of diversity. How many species/strains are present after a long time, t? Asymptotically, this number continues to increase very slowly, as ln t. What are the relative abundances of the species/strains? Under a broad range of assumptions about the mutations which produce new species/strains, the rank-abundance distribution is roughly geometric (as is commonly observed in early succession and other "ecologically one-dimensional" situations); some of our analysis here is based in part on an interesting but unproved mathematical conjecture about a new kind of probabilistic/combinatorial problem. If the number of patches/hosts is permanently reduced--by habitat destruction or vaccination--what happens? Characteristically, there is an initial sharp loss of species/strains (with selective removal of the competitive dominants), with subsequent slow recovery as new mutants continue to partition the now-diminished "niche space" (but the pristine levels of virulence are not regained).
通过解析和数值方法,我们阐明了一类集合种群模型的动力学性质,在这类模型中,许多不同的物种/菌株争夺生存机会,亚种群的局部灭绝由其他斑块的定殖来平衡。物种/菌株具有严格的竞争等级制度,特定的物种/菌株会“取代”任何被等级较低的物种/菌株占据的斑块;竞争力较弱的物种/菌株通过具有较高的定殖率和/或较低的斑块死亡率来进行补偿。新的物种/菌株不断出现,这样我们就能追踪系统的演化。这类模型可以隐喻多物种集合种群,或者毒力的演化(其中斑块是宿主,被病原体的各种菌株感染,然后以菌株依赖的速率死亡或恢复)。我们关注的是与多样性演化相关的一系列问题。长时间(t)后会存在多少物种/菌株?渐近地,这个数量继续非常缓慢地增加,如同(\ln t)。物种/菌株的相对丰度是多少?在关于产生新物种/菌株的突变的广泛假设下,等级 - 丰度分布大致呈几何分布(正如在早期演替和其他“生态一维”情况中常见的那样);我们这里的一些分析部分基于一个关于一种新型概率/组合问题的有趣但未被证明的数学猜想。如果斑块/宿主的数量因栖息地破坏或疫苗接种而永久减少,会发生什么?典型的情况是,最初会有物种/菌株的急剧损失(竞争性优势种被选择性去除),随后随着新的突变体继续划分现在缩小的“生态位空间”,会有缓慢的恢复(但无法恢复到原始的毒力水平)。