Ranking species in mutualistic networks
arXiv:1502.05378 · doi:10.1038/srep08182
Abstract
Understanding the architectural subtleties of ecological networks, believed to confer them enhanced stability and robustness, is a subject of outmost relevance. Mutualistic interactions have been profusely studied and their corresponding bipartite networks, such as plant-pollinator networks, have been reported to exhibit a characteristic "nested" structure. Assessing the importance of any given species in mutualistic networks is a key task when evaluating extinction risks and possible cascade effects. Inspired in a recently introduced algorithm --similar in spirit to Google's PageRank but with a built-in non-linearity-- here we propose a method which --by exploiting their nested architecture-- allows us to derive a sound ranking of species importance in mutualistic networks. This method clearly outperforms other existing ranking schemes and can become very useful for ecosystem management and biodiversity preservation, where decisions on what aspects of ecosystems to explicitly protect need to be made.
References in corpus (2)
Cited by in corpus (20)
- Nestedness in complex networks: Observation, emergence, and implications
- Ranking in evolving complex networks
- Centralities of Nodes and Influences of Layers in Large Multiplex Networks
- Measuring economic complexity of countries and products: which metric to use?
- Ranking nodes in growing networks: When PageRank fails
- The nested structural organization of the worldwide trade multi-layer network
- Revealing In-Block Nestedness: detection and benchmarking
- A new and stable estimation method of country economic fitness and product complexity
- The mathematics of non-linear metrics for nested networks
- Economic complexity of prefectures in Japan
- Pattern detection in bipartite networks: a review of terminology, applications and methods
- The complex dynamics of products and its asymptotic properties
- Intervality and coherence in complex networks
- Complexity of products: the effect of data regularisation
- Economic Complexity: "Buttarla in caciara" vs a constructive approach
- A data driven network approach to rank countries production diversity and food specialization
- Equivalence between the Fitness-Complexity and the Sinkhorn-Knopp algorithms
- Species Vulnerability and Ecosystem Fragility: A Dual Perspective in Food Webs
- Emergence of Nestedness in the Public Internet Peering Ecosystem
- Emergence of consensus as a modular-to-nested transition in communication dynamics