Department of Marine and Environmental Sciences, Marine Science Center, Northeastern University, Nahant, Massachusetts, 01908, USA.
Department of Civil and Environmental Engineering, Northeastern University, Boston, Massachusetts, 02115, USA.
Ecology. 2020 May;101(5):e02990. doi: 10.1002/ecy.2990. Epub 2020 Feb 14.
Increasing ocean temperatures have widespread consequences for coral reefs, one of which is coral bleaching. We analyzed a global network of associations between coral species and Symbiodiniaceae for resistance to temperature stress and robustness to perturbations. Null networks were created by changing either the physiological parameters of the nodes or the structures of the networks. We developed a bleaching model in which each link, association, is given a weight based on temperature thresholds for specific host-symbiont pairs and links are removed as temperature increases. Resistance to temperature stress was determined from the response of the networks to the bleaching model. Ecological robustness, defined by how much perturbation is needed to decrease the number of nodes by 50%, was determined for multiple removal models that considered traits of the hosts, symbionts, and their associations. Network resistance to bleaching and robustness to perturbations differed from the null networks and varied across spatial scales, supporting that thermal tolerances, local association patterns, and environment play an important role in network persistence. Networks were more robust to attacks on associations than to attacks on species. Although the global network was fairly robust to random link removals, when links are removed according to the bleaching model, robustness decreases by about 20%. Specific environmental attacks, in the form of increasing temperatures, destabilize the global network of coral species and Symbiodiniaceae. On a global scale, the network was more robust to removals of links with susceptible Symbiodiniaceae than it was to removals of links with susceptible hosts. Thus, the symbionts convey more stability to the symbiosis than the hosts when the system is under an environmental attack. However, our results also provide evidence that the environment of the networks affects robustness to link perturbations. Our work shows that ecological resistance and robustness can be assessed through network analysis that considers specific biological traits and functional weaknesses. The global network of associations between corals and Symbiodiniaceae and its distribution of thermal tolerances are non-random, and the evolution of this architecture has led to higher sensitivity to environmental perturbations.
海洋温度升高对珊瑚礁有广泛的影响,其中之一是珊瑚白化。我们分析了全球范围内珊瑚物种与共生藻之间的关联网络,以研究其对温度胁迫的抗性和对扰动的稳健性。通过改变节点的生理参数或网络的结构来创建空网络。我们开发了一种白化模型,其中根据特定宿主-共生对的温度阈值为每个链接、关联分配权重,并随着温度升高删除链接。通过网络对白化模型的响应来确定对温度胁迫的抗性。通过考虑宿主、共生体及其关联的特征,针对多种删除模型来确定生态稳健性,即需要多少扰动才能使节点数量减少 50%。网络对白化的抗性和对扰动的稳健性与空网络不同,并且随空间尺度而变化,这表明热耐受性、局部关联模式和环境在网络持续存在中起着重要作用。网络对关联的攻击比对物种的攻击更稳健。尽管全球网络对随机链接删除具有相当的稳健性,但当根据白化模型删除链接时,稳健性会降低约 20%。具体的环境攻击,以温度升高的形式,破坏了全球珊瑚物种和共生藻的网络。在全球范围内,网络对易感共生藻的链接删除比易感宿主的链接删除更稳健。因此,当系统受到环境攻击时,共生体比宿主为共生关系提供更多的稳定性。然而,我们的研究结果也提供了证据,表明网络的环境会影响对链接扰动的稳健性。我们的工作表明,可以通过考虑特定生物学特征和功能弱点的网络分析来评估生态抗性和稳健性。珊瑚和共生藻之间的全球关联网络及其热耐受性分布是非随机的,这种架构的进化导致了对环境扰动的更高敏感性。