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Stability-instability transition in tripartite merged ecological networks

  • Although ecological networks are typically constructed based on a single type of interaction, e.g. trophic interactions in a food web, a more complete picture of ecosystem composition and functioning arises from merging networks of multiple interaction types. In this work, we consider tripartite networks constructed by merging two bipartite networks, one mutualistic and one antagonistic. Taking the interactions within each sub-network to be distributed randomly, we consider the stability of the dynamics of the network based on the spectrum of its community matrix. In the asymptotic limit of a large number of species, we show that the spectrum undergoes an eigenvalue phase transition, which leads to an abrupt destabilisation of the network as the ratio of mutualists to antagonists is increased. We also derive results that show how this transition is manifest in networks of finite size, as well as when disorder is introduced in the segregation of the two interaction types. Our random-matrix results will serve as a baseline forAlthough ecological networks are typically constructed based on a single type of interaction, e.g. trophic interactions in a food web, a more complete picture of ecosystem composition and functioning arises from merging networks of multiple interaction types. In this work, we consider tripartite networks constructed by merging two bipartite networks, one mutualistic and one antagonistic. Taking the interactions within each sub-network to be distributed randomly, we consider the stability of the dynamics of the network based on the spectrum of its community matrix. In the asymptotic limit of a large number of species, we show that the spectrum undergoes an eigenvalue phase transition, which leads to an abrupt destabilisation of the network as the ratio of mutualists to antagonists is increased. We also derive results that show how this transition is manifest in networks of finite size, as well as when disorder is introduced in the segregation of the two interaction types. Our random-matrix results will serve as a baseline for understanding the behaviour of merged networks with more realistic structures and/or more detailed dynamics.zeige mehrzeige weniger

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Metadaten
Verfasserangaben:Clive Emary, Anne-Kathleen MalchowORCiDGND
DOI:https://doi.org/10.1007/s00285-022-01783-7
ISSN:0303-6812
ISSN:1432-1416
Pubmed ID:https://pubmed.ncbi.nlm.nih.gov/35960362
Titel des übergeordneten Werks (Englisch):Journal of mathematical biology
Verlag:Springer
Verlagsort:Heidelberg
Publikationstyp:Wissenschaftlicher Artikel
Sprache:Englisch
Datum der Erstveröffentlichung:12.08.2022
Erscheinungsjahr:2022
Datum der Freischaltung:08.12.2023
Freies Schlagwort / Tag:Community matrix; Ecological network; Phase transition; Population dynamics; Random eigenvalues; Random matrices
Band:85
Ausgabe:3
Aufsatznummer:20
Seitenanzahl:18
Fördernde Institution:Newcastle University's Institute for Sustainability
Organisationseinheiten:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Biochemie und Biologie
DDC-Klassifikation:5 Naturwissenschaften und Mathematik / 57 Biowissenschaften; Biologie / 570 Biowissenschaften; Biologie
Peer Review:Referiert
Publikationsweg:Open Access / Hybrid Open-Access
Lizenz (Deutsch):License LogoCC-BY - Namensnennung 4.0 International
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