HackerPapers

arXiv:1904.02610q-bio.PE

Diverse communities behave like typical random ecosystems

Wenping Cui, Robert Marsland, Pankaj Mehta

HN submission. Found in a submission link or body. Submitters do not count as commenters in the main ranking; a submission is not an endorsement.

Abstract

In 1972, Robert May triggered a worldwide research program studying ecological communities using random matrix theory. Yet, it remains unclear if and when we can treat real communities as random ecosystems. Here, we draw on recent progress in random matrix theory and statistical physics to extend May's approach to generalized consumer-resource models. We show that in diverse ecosystems adding even modest amounts of noise to consumer preferences results in a transition to "typicality" where macroscopic ecological properties of communities are indistinguishable from those of random ecosystems, even when resource preferences have prominent designed structures. We test these ideas using numerical simulations on a wide variety of ecological models. Our work offers an explanation for the success of random consumer-resource models in reproducing experimentally observed ecological patterns in microbial communities and highlights the difficulty of scaling up bottom-up approaches in synthetic ecology to diverse communities.

arXiv comments
24 pages
Journal reference
Phys. Rev. E 104, 034416 (2021)
DOI
doi:10.1103/PhysRevE.104.034416
Subjects
q-bio.PEPopulations and Evolution cond-mat.stat-mechStatistical Mechanics physics.bio-phBiological Physics

On Hacker News

No comments linking this paper were found in the collected sources. Found in 1 HN submission from Aug 2019 to Aug 2019. Open submission discussions.

Comments linking this paper, per year.

Discussed in comments0 threads

No comments linking this paper were found in the collected sources. Open submission discussions.

Submitted to Hacker News

Connected through shared HN threads, not inferred similarity or a recommendation.