Zhao Nannan, Saavedra Serguei, Liu Yang-Yu
Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA.
Department of Applied Mathematics, Northwestern Polytechnical University, Xi'an 710129, China.
Phys Rev E. 2021 May;103(5-1):052403. doi: 10.1103/PhysRevE.103.052403.
Observational studies of ecological systems have shown that different species compositions can arise from distinct species arrival orders during community assembly-also known as colonization history. The presence of multiple interior equilibria in the positive orthant of the state space of the population dynamics will naturally lead to history dependency of the final state. However, it is still unclear whether and under which conditions colonization history will dominate community composition in the absence of multiple interior equilibria. Here, by considering that only one species can invade at a time and there are no recurrent invasions, we show clear evidence that the colonization history can have a big impact on the composition of ecological systems even in the absence of multiple interior equilibria. In particular, we first derive two simple rules to determine whether the composition of a community will depend on its colonization history in the absence of multiple interior equilibria and recurrent invasions. Then we apply them to communities governed by generalized Lotka-Volterra (gLV) dynamics and propose a numerical scheme to measure the probability of colonization history dependence. Finally, we show, via numerical simulations, that for gLV dynamics with a single interior equilibrium, the probability that community composition is dominated by colonization history increases monotonically with community size, network connectivity, and the variation of intrinsic growth rates across species. These results reveal that in the absence of multiple interior equilibria and recurrent invasions, community composition is a probabilistic process mediated by ecological dynamics via the interspecific variation and the size of regional pools.
对生态系统的观测研究表明,在群落组装过程中(也称为定殖历史),不同的物种到达顺序可能导致不同的物种组成。种群动态状态空间正象限中多个内部平衡点的存在自然会导致最终状态的历史依赖性。然而,在不存在多个内部平衡点的情况下,定殖历史是否以及在何种条件下会主导群落组成仍不清楚。在这里,考虑到一次只能有一个物种入侵且不存在反复入侵的情况,我们有明确证据表明,即使在不存在多个内部平衡点的情况下,定殖历史也会对生态系统的组成产生重大影响。具体而言,我们首先推导出两条简单规则,以确定在不存在多个内部平衡点和反复入侵的情况下,群落组成是否取决于其定殖历史。然后,我们将其应用于由广义Lotka-Volterra(gLV)动态控制的群落,并提出一种数值方案来测量定殖历史依赖性的概率。最后,我们通过数值模拟表明,对于具有单个内部平衡点的gLV动态,群落组成由定殖历史主导的概率会随着群落大小、网络连通性以及物种间内在增长率的变化而单调增加。这些结果表明,在不存在多个内部平衡点和反复入侵的情况下,群落组成是一个由生态动态通过种间变异和区域库大小介导的概率过程。