Diversity Waves in Collapse-Driven Population Dynamics.

Populations of species in ecosystems are often constrained by availability of resources within their environment. In effect this means that a growth of one population, needs to be balanced by comparable reduction in populations of others. In neutral models of biodiversity all populations are assumed...

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Main Authors: Sergei Maslov, Kim Sneppen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-09-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1004440
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spelling doaj-8bcbaf24f3954d7298a234812b82e3042021-04-21T14:59:43ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582015-09-01119e100444010.1371/journal.pcbi.1004440Diversity Waves in Collapse-Driven Population Dynamics.Sergei MaslovKim SneppenPopulations of species in ecosystems are often constrained by availability of resources within their environment. In effect this means that a growth of one population, needs to be balanced by comparable reduction in populations of others. In neutral models of biodiversity all populations are assumed to change incrementally due to stochastic births and deaths of individuals. Here we propose and model another redistribution mechanism driven by abrupt and severe reduction in size of the population of a single species freeing up resources for the remaining ones. This mechanism may be relevant e.g. for communities of bacteria, with strain-specific collapses caused e.g. by invading bacteriophages, or for other ecosystems where infectious diseases play an important role. The emergent dynamics of our system is characterized by cyclic ''diversity waves'' triggered by collapses of globally dominating populations. The population diversity peaks at the beginning of each wave and exponentially decreases afterwards. Species abundances have bimodal time-aggregated distribution with the lower peak formed by populations of recently collapsed or newly introduced species while the upper peak--species that has not yet collapsed in the current wave. In most waves both upper and lower peaks are composed of several smaller peaks. This self-organized hierarchical peak structure has a long-term memory transmitted across several waves. It gives rise to a scale-free tail of the time-aggregated population distribution with a universal exponent of 1.7. We show that diversity wave dynamics is robust with respect to variations in the rules of our model such as diffusion between multiple environments, species-specific growth and extinction rates, and bet-hedging strategies.https://doi.org/10.1371/journal.pcbi.1004440
collection DOAJ
language English
format Article
sources DOAJ
author Sergei Maslov
Kim Sneppen
spellingShingle Sergei Maslov
Kim Sneppen
Diversity Waves in Collapse-Driven Population Dynamics.
PLoS Computational Biology
author_facet Sergei Maslov
Kim Sneppen
author_sort Sergei Maslov
title Diversity Waves in Collapse-Driven Population Dynamics.
title_short Diversity Waves in Collapse-Driven Population Dynamics.
title_full Diversity Waves in Collapse-Driven Population Dynamics.
title_fullStr Diversity Waves in Collapse-Driven Population Dynamics.
title_full_unstemmed Diversity Waves in Collapse-Driven Population Dynamics.
title_sort diversity waves in collapse-driven population dynamics.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2015-09-01
description Populations of species in ecosystems are often constrained by availability of resources within their environment. In effect this means that a growth of one population, needs to be balanced by comparable reduction in populations of others. In neutral models of biodiversity all populations are assumed to change incrementally due to stochastic births and deaths of individuals. Here we propose and model another redistribution mechanism driven by abrupt and severe reduction in size of the population of a single species freeing up resources for the remaining ones. This mechanism may be relevant e.g. for communities of bacteria, with strain-specific collapses caused e.g. by invading bacteriophages, or for other ecosystems where infectious diseases play an important role. The emergent dynamics of our system is characterized by cyclic ''diversity waves'' triggered by collapses of globally dominating populations. The population diversity peaks at the beginning of each wave and exponentially decreases afterwards. Species abundances have bimodal time-aggregated distribution with the lower peak formed by populations of recently collapsed or newly introduced species while the upper peak--species that has not yet collapsed in the current wave. In most waves both upper and lower peaks are composed of several smaller peaks. This self-organized hierarchical peak structure has a long-term memory transmitted across several waves. It gives rise to a scale-free tail of the time-aggregated population distribution with a universal exponent of 1.7. We show that diversity wave dynamics is robust with respect to variations in the rules of our model such as diffusion between multiple environments, species-specific growth and extinction rates, and bet-hedging strategies.
url https://doi.org/10.1371/journal.pcbi.1004440
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