Trait & Phenotype Databases

  • AVONET comprehensive morphological, ecological, and life-history data for all ~11,000 bird species
  • PanTHERIA life-history, ecology, and geography for all known extant mammals; also available via the PanTHERIA R package
  • TRY Plant Trait Database global database of plant traits across 2,500+ species; access requires registration
  • AnAge: Animal Ageing and Longevity Database longevity and life-history traits for 4,000+ animal species
  • AmphiBIO ecological trait data for 6,776 amphibian species

Occurrence & Taxonomy

  • GBIF Global Biodiversity Information Facility; 2+ billion species occurrence records; R package rgbif
  • iNaturalist community-contributed observations with photos and locations; API available
  • ITIS Integrated Taxonomic Information System; authoritative taxonomic names for North American species
  • NCBI Taxonomy taxonomic backbone for all NCBI databases; downloadable flat files
  • Catalogue of Life global species checklist with ~2 million accepted species names
  • Wikispecies free species directory; open-edit taxon pages with literature links
  • World Flora Online authoritative plant names and classification

Phylogenies & Divergence Times

  • Open Tree of Life synthetic supertree of all life; API via the rotl R package
  • TimeTree database of published divergence time estimates; search any pair of taxa
  • TreeBASE repository of published phylogenetic matrices and trees; searchable by taxon or publication
  • VertLife posterior distributions of fully-sampled vertebrate phylogenies for birds, mammals, amphibians, squamates

Genomics & Sequence Data

  • NCBI GenBank / SRA primary archive for sequence data, raw reads, and genomes
  • Ensembl annotated vertebrate genomes with comparative genomics tools
  • UCSC Genome Browser genome assembly browser with annotation tracks
  • NCBI Genome genome assemblies and annotation for thousands of species
  • FlyBase Drosophila genomics and genetics (community resource)
  • WormBase C. elegans and related nematode genomics

Repositories & Data Archives

  • Dryad data underlying published papers; CC0 license; DOI-minted datasets
  • Zenodo CERN-hosted open repository for any research output; R packages, datasets, code
  • Figshare figures, datasets, code, and preprints; unlimited public storage
  • OSF (Open Science Framework) project management + data/code sharing platform widely used in ecology/evolution

R Packages for Data Access

  • rotl R interface to Open Tree of Life API
  • rgbif access GBIF occurrence data from R
  • taxize taxonomic name resolution across multiple databases from R
  • ape / phytools read and manipulate phylogenies
  • rfishbase access FishBase from R
  • rentrez NCBI Entrez API from R

Related Resources