AusTraits: a curated plant trait database for the Australian flora

Full description

AusTraits is a transformative database, containing measurements on the traits of Australia's plant taxa, standardised from hundreds of disconnected primary sources. So far, data have been assembled from > 300 distinct sources, describing > 500 plant traits and > 34,000 taxa. To handle the harmonising of diverse data sources, we use a reproducible workflow to implement the various changes required for each source to reformat it suitable for incorporation in AusTraits. Such changes include restructuring datasets, renaming variables, changing variable units, changing taxon names. While this repository contains the harmonised data, the raw data and code used to build the resource are also available on the project's GitHub repository, https://github.com/traitecoevo/austraits.build/. Further information on the project is available at the project website austraits.org and in the associated publication

Notes

External Organisations
University of New South Wales; Western Sydney University; National Herbarium of New South Wales, Royal Botanic Gardens and Domain Trust Sydney; Macquarie University; CSIRO; NSW Department of Primary Industries; Centre for Australian National Biodiversity Research; Swinburne University of Technology; La Trobe University; School for Field Studies; University of Melbourne; The Australian National University; NSW Department of Planning Industry and Environment; Southern Cross University; University of Vienna; Queensland Herbarium; University of Tasmania; Imperial College; University of Wollongong; Australian Institute of Botanical Science; Max-Planck Institute for Biogeochemistry; James Cook University; Charles Sturt University; Monash University; The University of Melbourne; University of Adelaide; King's College London; University of Western Australia; Department of Agriculture, Australia; Western Australian Herbarium; Federation University; Royal Botanic Gardens, Kew; State Herbarium of South Australia; University of New England; Brooklyn Botanic Garden; The University of Queensland; Northern Territory Herbarium; Australian National Herbarium; Lincoln University; University of Technology Sydney; Environment Department, Alcoa of Australia; Tasmanian Herbarium; University of Liege; Lanzhou University; Guizhou University; University of Canberra; Royal Botanic Gardens and Domain Trust, Sydney; Melbourne Water; Conservation Commission of the Northern Territory; Queensland University of Technology; Universidade Federal do Rio Grande do Norte, Natal, Brazil; Queensland Herbarium, Australia; The University of Sydney; Pathways Bushland and Environment Consultancy; University of California; USDA-ARS, WMSRU; Department of Biodiversity, Conservation and Attractions, Western Australia; Curtin University; Cambridge University; The University of Adelaide; Massachusetts Institute of Technology; CSIRO, Australia; Parks Australia, Department of Agriculture, Water and the Environment; Murdoch University; Berowa NSW; Nanchang Institute of Technology; Universidad Autonoma de Nuevo Leon, Mexico; Australian Wildlife Conservancy; Department of Biodiversity, Conservation and Attractions, WA; NSW Rural Fire Service; Department of Environment, Land, Water and Planning, Victoria; University of Goettingen; University of Canterbury; Université de Montréal; Australian National University; University of Wyoming; Royal Botanic Garden Edinburgh; Fordham University; Universidad Nacional Autónoma de México; University of Otago; University of Waikato; University of Auckland; Biodiversity and Conservation Science, Department of Biodiversity, Conservation and Attractions, WA; Manaaki Whenua – Landcare Research, Lincoln, New Zealand; Cumberland Ecology, Australia; CSIRO Land and Water; Linkoping University; Currency Creek Arboretum, Australia; Estonian University of Life Sciences; Leistershire County Council, Leicester, United Kingdom; New College of Florida; Kyoto University; University of Sheffield; Western Australian Herbarium, Department of Biodiversity, Conservation and Attractions, Western Australia; Istanbul Technical University; University of Aukland; Griffith University; Greening Australia; McGill University; CSIRO Land and Water, Australia; Elizabeth Macarthur Agricultural Institute; National Herbarium of New South Wales, Royal Botanic Gardens and Domain Trust, Sydney; University of Helsinki; University Hohenheim; Rider University; University of the Sunshine Coast; Bern University; Academy of Science Czech Republic; Xishuangbanna Tropical Botanic Garden; Research Centre for Ecosystem Resilience, Royal Botanic Gardens and Domain Trust, Sydney; Wageningen University; Deakin University; University of Peradeniya; National Herbarium of NSW and Royal Botanic Gardens and Domain Trust; Department of Environment, Land, Water and Planning, Victoria, Australia; University of Miami; Université de Montpellier; Royal Botanic Gardens Victoria; Evolution & Ecology Research Centre, UNSW Sydney, Australia

Associated Persons
Daniel Falster (Creator); Rachael Gallagher (Creator); Elizabeth Wenk (Creator); Hervé Sauquet (Creator); Ian J. Wright (Contributor); Dony Indiarto (Contributor); Sam Andrew (Contributor); Caitlan Baxter (Contributor); James Lawson (Contributor); Stuart Allen (Contributor); Anne Fuchs (Contributor); Anna Monro (Contributor); Fonti Kar (Contributor); Mark A Adams (Contributor); Collin W. Ahrens (Contributor); Matthew Alfonzetti (Contributor); Sophia Amini (Contributor); Tara Angevin (Contributor); Deborah M.G. Apgaua (Contributor); Stefan Arndt (Contributor); Julian Ash (Contributor); Owen K. Atkin (Contributor); Joe Atkinson (Contributor); Tony Auld (Contributor); Andrew Baker (Contributor); Maria von Balthazar (Contributor); Anthony Bean (Contributor); Chris J. Blackman (Contributor); Keith Bloomfield (Contributor); Tara Boreham (Contributor); David M. J. S. Bowman (Contributor); Ross Bradstock (Contributor); Jason Bragg (Contributor); Willi A. Brand (Contributor); Amber Briggs (Contributor); John Brock (Contributor); Timothy J. Brodribb (Contributor); Genevieve Buckton (Contributor); Geoff Burrows (Contributor); Don Butler (Contributor); Elizabeth Caldwell (Contributor); James Camac (Contributor); Raymond Carpenter (Contributor); Jane A. Catford (Contributor); Gregory R. Cawthray (Contributor); Lucas A. Cernusak (Contributor); Gregory Chandler (Contributor); Alex R. Chapman (Contributor); David Cheal (Contributor); Alexander W. Cheesman (Contributor); Si-Chong Chen (Contributor); Robert Chinnock (Contributor); Brendan Choat (Contributor); Peter Clarke (Contributor); Derek Clayton (Contributor); Steven Clemants (Contributor); Harold Trevor Clifford (Contributor); Brook Clinton (Contributor); Peta L. Clode (Contributor); Michelle Cochrane (Contributor); Helen Coleman (Contributor); Bronwyn Collins (Contributor); Alessandro Conti (Contributor); Wendy Cooper (Contributor); William Cooper (Contributor); William K. Cornwell (Contributor); Meredith Cosgrove (Contributor); Ian Cowie (Contributor); Lyn Craven (Contributor); Michael Crisp (Contributor); Erika Cross (Contributor); Kristine Y. Crous (Contributor); Saul Cunningham (Contributor); Timothy Curran (Contributor); Ellen Curtis (Contributor); Ian Davidson (Contributor); Matthew I. Daws (Contributor); Miguel de Salas (Contributor); Félix de Tombeur (Contributor); Jane L. DeGabriel (Contributor); Matthew D. Denton (Contributor); Ning Dong (Contributor); Pengzhen Du (Contributor); Honglang Duan (Contributor); David H. Duncan (Contributor); Richard P. Duncan (Contributor); Marco Duretto (Contributor); John M. Dwyer (Contributor); Derek Eamus (Contributor); Cheryl Edwards (Contributor); Judy Egan (Contributor); Manuel Esperon-Rodriguez (Contributor); John R. Evans (Contributor); Susan E. Everingham (Contributor); Chris Fahey (Contributor); Daniel Falster (Contributor); Claire Farrell (Contributor); Jennifer Firn (Contributor); Carlos Roberto Fonseca (Contributor); Paul Irwin Forster (Contributor); John Foster (Contributor); Ben J. French (Contributor); Tony French (Contributor); Allison Frith (Contributor); Doug Frood (Contributor); Jennifer L. Funk (Contributor); Rachael Gallagher (Contributor); Ronald Gardiner (Contributor); Sonya R. Geange (Contributor); Oula Ghannoum (Contributor); Malcolm Gill (Contributor); Sean M. Gleason (Contributor); Ethel Goble-Garratt (Contributor); Carl R. Gosper (Contributor); Emma Gray (Contributor); Philip K. Groom (Contributor); Saskia Grootemaat (Contributor); Caroline Gross (Contributor); Peter Grubb (Contributor); Greg Guerin (Contributor); Caio Guilherme Pereira (Contributor); Chris Guinane (Contributor); Lydia Guja (Contributor); Amy K. 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