habitat association

traitmech:000047 · CLASS · REVIEWED

An ecological classification of the primary environment or niche an organism inhabits (e.g. free-living vs host-associated; soil, rhizosphere, gut). Microbial taxa show biogeographic structure across such habitats.

Habitat association structures microbial biogeography

Evidence-backed causal sketch linking environmental habitat to the biogeographic patterning of microbial taxa.

Habitat association structures microbial biogeography Interactive directed graph showing evidence-backed causal relationships for habitat association.

Edge evidence

  • habitat causes habitat association biolink:causes

    The organism's primary habitat sets its habitat-association classification.

    • DOI:10.1038/nrmicro1341 Martiny et al. show habitat as a structuring axis of microbial biogeography.
  • habitat association associated with biogeographic community structure biolink:associated_with

    Habitat-associated taxa display environment-specific community membership.

    • DOI:10.1038/nrmicro.2017.87 Fierer documents environment-specific community membership (e.g. the soil microbiome).
  • habitat structures microbial community composition

    The habitat/environment selects for spatial variation in community composition.

    • DOI:10.1038/nrmicro1341 Free-living taxa exhibit biogeographic patterns; the environment selects for spatial variation in diversity (Martiny et al. review).
  • environmental stress increases deterministic selection in community assembly RO:0002213

    Higher environmental stress increases the contribution of deterministic selection to assembly.

    • DOI:10.1038/s41564-023-01573-x Selection producing more dissimilar communities increased with stress (groundwater assembly study).
  • environmental stress decreases ecological drift in community assembly RO:0002212

    Higher environmental stress decreases the contribution of stochastic drift to assembly.

    • DOI:10.1038/s41564-023-01573-x Drift showed negative correlation with stress; stochastic importance decreased with increasing environmental stress.
  • environmental stress decreases dispersal limitation in community assembly RO:0002212

    Higher environmental stress decreases the contribution of dispersal limitation to assembly.

    • DOI:10.1038/s41564-023-01573-x Dispersal limitation showed negative correlations with stress.
  • salinity structures microbial community composition

    Salinity is a primary abiotic regulator of aquatic community composition.

    • DOI:10.1186/s40168-024-01979-7 Lake microbiomes primarily regulated by salinity; saline vs freshwater lakes show distinct taxonomic profiles.
  • salinity enriches osmolyte transport and synthesis genes

    Saline habitats enrich for osmolyte transport and synthesis genes.

    • DOI:10.1186/s40168-024-01979-7 Saline-lake microbiomes possess more genes encoding osmolyte transport and synthesis.

Provenance

Source
METPO (2025-11-25)
Definition source
DOI:10.1038/nrmicro1341

Parent traits (1)

Synonyms (1)

  • niche association RELATED_SYNONYM · DOI:10.1038/nrmicro1341

kg-microbe context

Matched 1 kg-microbe node via parent_proxy.

  • METPO:1000059 [-2.682, -2.070, -3.656, -0.652, …]

512-dim DeepWalkSkipGramEnsmallen embedding from kg-microbe (2026-04-25).

Nearest neighbors in embedding space

Top-8 cosine-similar METPO traits from the 2026-04-25 deepwalk (512-D).

Curation history

  1. · PROPOSED_FROM_RESEARCH · claude

    Proposed candidate ECOLOGY axis class (habitat association) to parent the free-living/host-associated/soil/rhizosphere/gut habitat sub-variants.

  2. · CURATED_CAUSAL_GRAPH · claude

    Added evidence-backed causal graph (habitat / biogeographic structure) with biolink predicate groundings; promoted PROPOSED to REVIEWED.

  3. · GROUND_CAUSAL_NODES · claude

    Grounded 1 causal-node grounding field(s) via mappings/node_grounding.tsv (ENVO:01000739×1).

  4. · ENRICH_CAUSAL_GRAPH · claude

    Added 6 evidence-backed generic edges (7 new nodes) from the deep-research report.

  5. · GROUND_CAUSAL_PREDICATES · claude

    Grounded 3 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002212×2, RO:0002213×1).