Emergence of structural and dynamical properties of ecological mutualistic networks
arXiv:1308.4807 · doi:10.1038/nature12438
Abstract
Mutualistic networks are formed when the interactions between two classes of species are mutually beneficial. They are important examples of cooperation shaped by evolution. Mutualism between animals and plants plays a key role in the organization of ecological communities. Such networks in ecology have generically evolved a nested architecture independent of species composition and latitude - specialists interact with proper subsets of the nodes with whom generalists interact. Despite sustained efforts to explain observed network structure on the basis of community-level stability or persistence, such correlative studies have reached minimal consensus. Here we demonstrate that nested interaction networks could emerge as a consequence of an optimization principle aimed at maximizing the species abundance in mutualistic communities. Using analytical and numerical approaches, we show that because of the mutualistic interactions, an increase in abundance of a given species results in a corresponding increase in the total number of individuals in the community, as also the nestedness of the interaction matrix. Indeed, the species abundances and the nestedness of the interaction matrix are correlated by an amount that depends on the strength of the mutualistic interactions. Nestedness and the observed spontaneous emergence of generalist and specialist species occur for several dynamical implementations of the variational principle under stationary conditions. Optimized networks, while remaining stable, tend to be less resilient than their counterparts with randomly assigned interactions. In particular, we analytically show that the abundance of the rarest species is directly linked to the resilience of the community. Our work provides a unifying framework for studying the emergent structural and dynamical properties of ecological mutualistic networks.
10 pages, 4 figures
Cited by in corpus (44)
- Colloquium: Criticality and dynamical scaling in living systems
- Structure and dynamics of core-periphery networks
- Nestedness in complex networks: Observation, emergence, and implications
- Statistical Mechanics of Ecological Systems: Neutral Theory and Beyond
- Machine learning dismantling and early-warning signals of disintegration in complex systems
- Warnings and Caveats in Brain Controllability
- Optimal Deployment of Resources for Maximizing Impact in Spreading Processes
- From the origin of life to pandemics: Emergent phenomena in complex systems
- Early warning signs in social-ecological networks
- Explorability and the origin of Network Sparsity in Living Systems
- Species coexistence in a neutral dynamics with environmental noise
- Collapse of Resilience Patterns in Generalized Lotka-Volterra Dynamics and Beyond
- Rethinking the logistic approach for population dynamics of mutualistic interactions
- From innovation to diversification: a simple competitive model
- Climatic seasonality may affect ecological network structure: Food webs and mutualistic networks
- Grand canonical validation of the bipartite International Trade Network
- The ambiguity of nestedness under soft and hard constraints
- Alternative steady states in random ecological networks
- From Ecology to Finance (and Back?): Recent Advancements in the Analysis of Bipartite Networks
- Structural dynamics of plant-pollinator mutualistic networks
- Universality of noise-induced resilience restoration in spatially-extended ecological systems
- OxDNA to study species interactions
- Control of multidimensional systems on complex network
- Neutral Theory for competing attention in social networks
- A data driven network approach to rank countries production diversity and food specialization
- Exact solution of Dynamical Mean-Field Theory for a linear system with annealed disorder
- Reconciling cooperation, biodiversity and stability in complex ecological communities
- Modification speed alters stability of ecological higher-order interaction networks
- Emergence of (bi)multi-partiteness in networks having inhibitory and excitatory couplings
- The Build-Up of Diversity in Complex Ecosystems
- Temporal origin of nestedness in interaction networks
- Stability and selective extinction in complex mutualistic networks
- Maximum entropy approach to link prediction in bipartite networks
- Competition-induced increase of species abundance in mutualistic networks
- Spatial maximum entropy modeling from presence/absence tropical forest data
- A Dynamic Niche Model for the Emergence and Evolution of Mutualistic Network Structures
- Spectral control for ecological stability
- Symmetric and Asymmetric Tendencies in Stable Complex Systems
- Identifying Central Nodes in Multiplex Networks by Embracing Layer-Specific Heterogeneity via DomiRank
- The geometry of coexistence in large ecosystems
- Probing the robustness of nested multi-layer networks
- Nanoscale artificial intelligence: creating artificial neural networks using autocatalytic reactions
- Coarse-grained patterns in multiplex networks
- Neutral theory of cooperative dynamics