Abstract
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 (see below). CONTRIBUTORS The project is jointly led by Dr Daniel Falster (UNSW Sydney), Dr Rachael Gallagher (Western Sydney University), Dr Elizabeth Wenk (UNSW Sydney), and Dr Hervé Sauquet (Royal Botanic Gardens and Domain Trust Sydney), with input from > 300 contributors from over > 100 institutions (see full list above). The project was initiated by Dr Rachael Gallagher and Prof Ian Wright while at Macquarie University. We are grateful to the following institutions for contributing data Australian National Botanic Garden, Brisbane Rainforest Action and Information Network, Kew Botanic Gardens, National Herbarium of NSW, Northern Territory Herbarium, Queensland Herbarium, Western Australian Herbarium, South Australian Herbarium, State Herbarium of South Australia, Tasmanian Herbarium, Department of Environment Land Water and Planning Victoria and the Royal Botanic Gardens Victoria. AusTraits has been supported by investment from the Australian Research Data Commons (ARDC), via their "Transformative data collections" (https://doi.org/10.47486/TD044) and "Data Partnerships" (https://doi.org/10.47486/DP720, https://doi.org/10.47486/DP720A) programs; and grants from the Australian Research Council (FT160100113, DE170100208, FT100100910) and Macquarie University, The ARDC is enabled by National Collaborative Research Investment Strategy (NCRIS). ACCESSING AND USE OF DATA The compiled AusTraits database is released under an open source licence (CC-BY), enabling re-use by the community. A requirement of use is that users cite the AusTraits resource paper, which includes all contributors as co-authors: Falster, Gallagher et al (2021) AusTraits, a curated plant trait database for the Australian flora. Scientific Data 8: 254, https://doi.org/10.1038/s41597-021-01006-6 In addition, we encourage users you to cite the original data sources, wherever possible. Note that under the license data may be redistributed, provided the attribution is maintained. The downloads below provide the data in two formats: austraits-X.X.X.zip: data in plain text format (.csv, .bib, .yml files). Suitable for anyone, including those using Python. austraits-X.X.X.rds: data as compressed R object. Suitable for users of R (see below). For R users, access and manipulation of data is assisted with the austraits R package. The package can both download data and provides examples and functions for running queries. STRUCTURE OF AUSTRAITS The compiled AusTraits database contains a series of relational tables and files. These elements include all the data, contextual information submitted with each contributed datasets, database schema, and trait definitions. The file dictionary.html provides the same information in textual format. Similar information is available at https://traitecoevo.github.io/traits.build-book/. CONTRIBUTING We envision AusTraits as an on-going collaborative community resource that: Increases our collective understanding the Australian flora; Facilitates accumulation and sharing of trait data; Builds a sense of community among contributors and users; and Aspires to fully transparent and reproducible research of the highest standard. As a community resource, we are very keen for people to contribute. Assembly of the database is managed on GitHub at https://github.com/traitecoevo/austraits.build/. Here are some of the ways you can contribute: Reporting Errors: If you notice a possible error in AusTraits, please post an issue on GitHub. Refining documentation: We welcome additions and edits that make using the existing data or adding new data easier for the community. Contributing new data: We gladly accept new data contributions to AusTraits. See full instructions on how to contribute at https://github.com/traitecoevo/austraits.build/. | External Organisations
University of New South Wales; Western Sydney University; Royal Botanic Garden Sydney; Macquarie University; Commonwealth Scientific & Industrial Research Organisation; Department of Primary Industries (New South Wales); Centre for Australian National Biodiversity Research; Swinburne University of Technology; La Trobe University; The School of field studies; University of Melbourne; Australian National University; Department of Planning and Environment (New South Wales); Southern Cross University; University of Vienna; Queensland Herbarium; University of Tasmania; Imperial College London; University of Wollongong; Australian Institute of Botanical Science; Max Planck Institute for Biogeochemistry; James Cook University (QLD); Charles Sturt University; Monash University; University of Adelaide; King's College London; Department of Agriculture, Fisheries and Forestry (Australia); Western Australian Herbarium; Federation University Australia; Royal Botanic Gardens, Kew; State Herbarium of South Australia; University of New England; Brooklyn Botanic Garden; University of Queensland; Northern Territory Herbarium; Lincoln University; University of Technology Sydney; Alcoa of Australia Limited; Tasmanian Herbarium; University of Liege; Lanzhou University; Guizhou University; University of Canberra; Melbourne Water; Parks and Wildlife; Queensland University of Technology; Universidade Federal do Rio Grande do Norte; The University of Sydney; Pathways Bushland and Environment Consultancy; University of California; Department of Agriculture (United States); Department of Biodiversity, Conservation and Attractions (Western Australia); Curtin University; University of Cambridge; The University of Adelaide; Massachusetts Institute of Technology; Parks Australia; Murdoch University; Nanchang Institute of Technology; Universidad Autonoma de Nuevo Leon, Mexico; Australian Wildlife Conservancy; NSW Rural Fire Service; Department of Environment, Land, Water and Planning (Victoria); University of Göttingen; University of Canterbury; University of Montreal; University of Wyoming; Royal Botanic Garden Edinburgh; Fordham University; Universidad Nacional Autónoma de México; University of Otago; University of Waikato; University of Auckland; Manaaki Whenua - Landcare Research; Cumberland Ecology; CSIRO - Land and Water; Linköping University; Currency Creek Arboretum; Estonian University of Life Sciences; Leistershire County Council; New College of Florida; Kyoto University; University of Sheffield; Istanbul Technical University; Griffith University; Greening Australia; McGill University; Elizabeth Macarthur Agricultural Institute; University of Helsinki; University of Hohenheim; Rider University; University of the Sunshine Coast; University of Bern; Czech Academy of Sciences; Xishuangbanna Tropical Botanic Garden; Wageningen University; Deakin University; University of Peradeniya; University of Miami; Université de Montpellier; Royal Botanic Gardens Victoria; University of New South Wales | Associated Persons
Caio Guilherme Pereira (Contributor)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 D. 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); 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); 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 A. Cunningham (Contributor); Timothy Curran (Contributor); Ellen Curtis (Contributor); Ian Davidson (Contributor); Ma