Litcius/Paper detail

Co-occurrence Networks do not Support Identification of Biotic Interactions

A. Townsend Peterson, Jorge Soberón, Janine M. Ramsey, Luis Osorio‐Olvera

2020Biodiversity Informatics29 citationsDOIOpen Access PDF

Abstract

We assess a body of work that has attempted to use co-occurrence networks to infer the existence and type of biotic interactions between species. Although we see considerable interest in the approach as an exploratory tool for understanding patterns of co-occurrence of species, we note and describe numerous problems in the step of inferring biotic interactions from the co-occurrence patterns. These problems are both theoretical and empirical in nature, and limit confidence in inferences about interactions rather severely. We examine a series of examples that demonstrates striking discords between interactions inferred from co-occurrence patterns and previous experimental results and known life-history details.

Topics & Concepts

Co-occurrenceIdentification (biology)Computer scienceLimit (mathematics)EcologyBiologyArtificial intelligenceMathematicsMathematical analysisPlant and animal studiesSpecies Distribution and Climate ChangeEvolutionary Game Theory and Cooperation