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Updated: Oct 16, 2025

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Diverse communities behave like typical random ecosystems.

Wenping Cui1, Robert Marsland2, Pankaj Mehta2

  • 1Department of Physics, Boston University, 590 Commonwealth Avenue, Boston, Massachusetts 02139, USA and Department of Physics, Boston College, 140 Commonwealth Avenue, Chestnut Hill, Massachusetts 02467, USA.

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Summary
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Adding noise to consumer preferences in diverse ecosystems leads to "typicality," making them statistically indistinguishable from random ecosystems. This explains patterns in microbial communities and challenges synthetic ecology scaling.

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Area of Science:

  • Ecology
  • Statistical Physics
  • Theoretical Ecology

Background:

  • Robert May's 1972 work initiated the study of ecological communities using random matrix theory.
  • The applicability of random ecosystem models to real-world ecological communities remains an open question.

Purpose of the Study:

  • To extend May's random matrix theory approach to generalized consumer-resource models.
  • To investigate the conditions under which real ecological communities can be treated as random ecosystems.

Main Methods:

  • Utilizing recent advancements in random matrix theory and statistical physics.
  • Developing generalized consumer-resource models.
  • Conducting numerical simulations across diverse ecological models.

Main Results:

  • Introducing modest noise into consumer preferences in diverse ecosystems induces a transition to
  • typicality.
  • Under typicality, macroscopic ecological properties become indistinguishable from random ecosystems, even with structured resource preferences.
  • The findings explain the success of random consumer-resource models in predicting microbial community patterns.

Conclusions:

  • Noise in consumer preferences is a key factor driving ecological communities towards statistical randomness.
  • This provides a theoretical basis for the effectiveness of random models in explaining observed ecological patterns.
  • Scaling bottom-up approaches in synthetic ecology to diverse communities presents significant challenges.