Macroecological and macroevolutionary patterns emerge in the universe of GNU/Linux operating systems

dc.contributor.authorKeil, Petren
dc.contributor.authorMacDonald, A. A.M.en
dc.contributor.authorRamirez, Kelly S.en
dc.contributor.authorBennett, Joanne M.en
dc.contributor.authorGarcía-Peña, Gabriel E.en
dc.contributor.authorYguel, Benjaminen
dc.contributor.authorBourgeois, Bérengeren
dc.contributor.authorMeyer, Carstenen
dc.date.accessioned2025-12-16T01:38:38Z
dc.date.available2025-12-16T01:38:38Z
dc.date.issued2018en
dc.description.abstractWhat leads to classically recognized patterns of biodiversity remains an open and contested question. It remains unknown if observed patterns are generated by biological or non-biological mechanisms, or if we should expect the patterns to emerge in non-biological systems. Here, we employ analogies between GNU/Linux operating systems (distros), a non-biological system, and biodiversity, and we look for a number of well-established ecological and evolutionary patterns in the Linux universe. We demonstrate that patterns of the Linux universe generally match macroecological patterns. Particularly, Linux distro commonness and rarity follow a skewed distribution with a clear excess of rare distros, we observed a power law mean-variance scaling of temporal fluctuation, but there is only a weak relationship between niche breadth (number of software packages) and commonness. The diversity in the Linux universe also follows general macroevolutionary patterns: the number of phylogenetic lineages increases linearly through time, with clear per-species diversification and extinction slowdowns, something that has been indirectly estimated, but not directly observed in biology. Moreover, the composition of functional traits (software packages) exhibits significant phylogenetic signal. The emergence of macroecological patterns across Linux suggests that the patterns are produced independently of system identity, which points to the possibility of non-biological drivers of fundamental biodiversity patterns. At the same time, our study provides a step towards using Linux as a model system for exploring macroecological and macroevolutionary patterns.en
dc.description.sponsorshipAcknowledgements – We are grateful to Luke Harmon, Antonín Macháč and eight anonymous referees for extensive comments. Ladislav Bodnář from assisted with access to the raw data. Funding – This study was conceived at a workshop (25–29/4/2016, Aix-en-Provence, France) organized by Alison Specht and the French Center for Synthesis and Analysis of Biodiversity (CESAB), together with Marten Winter and the synthesis division (sDiv) of the German Centre for Integrative Biodiversity Research (iDiv), funded via the German Research Foundation (DFG FZT 118). BY benefited from a postdoctoral fund from the French national research agency LabEx ANR-10-LABX-0003-BCDiv, in the context of the ‘Investissements d’avenir’ no. ANR-11-IDEX-0004-02. KSR was supported by ERC Adv grant 26055290. CM acknowledges support from the Volkswagen Foundation through a Freigeist Fellowship.en
dc.description.statusPeer-revieweden
dc.format.extent13en
dc.identifier.issn0906-7590en
dc.identifier.otherORCID:/0000-0002-7883-3577/work/163623811en
dc.identifier.scopus85044204785en
dc.identifier.urihttps://hdl.handle.net/1885/733795309
dc.language.isoenen
dc.rightsPublisher Copyright: © 2018 The Authorsen
dc.sourceEcographyen
dc.subjectcomplex systemsen
dc.subjectcultural evolutionen
dc.subjectDebianen
dc.subjectspeciationen
dc.subjectspecies-abundance distributionen
dc.subjectTaylor's power lawen
dc.titleMacroecological and macroevolutionary patterns emerge in the universe of GNU/Linux operating systemsen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.bibliographicCitation.lastpage1800en
local.bibliographicCitation.startpage1788en
local.contributor.affiliationKeil, Petr; German Centre for Integrative Biodiversity Research (iDiv) Halle–Jena–Leipzigen
local.contributor.affiliationMacDonald, A. A.M.; Fondation pour la recherche sur la biodiversitéen
local.contributor.affiliationRamirez, Kelly S.; Royal Netherlands Academy of Arts and Sciencesen
local.contributor.affiliationBennett, Joanne M.; German Centre for Integrative Biodiversity Research (iDiv) Halle–Jena–Leipzigen
local.contributor.affiliationGarcía-Peña, Gabriel E.; Fondation pour la recherche sur la biodiversitéen
local.contributor.affiliationYguel, Benjamin; UMR 7179 CNRS/MNHNen
local.contributor.affiliationBourgeois, Bérenger; Fondation pour la recherche sur la biodiversitéen
local.contributor.affiliationMeyer, Carsten; German Centre for Integrative Biodiversity Research (iDiv) Halle–Jena–Leipzigen
local.identifier.citationvolume41en
local.identifier.doi10.1111/ecog.03424en
local.identifier.pure52c613e2-86ad-4440-87c8-e5a643d0269ben
local.identifier.urlhttps://www.scopus.com/pages/publications/85044204785en
local.type.statusPublisheden

Downloads