A guide to using species trait data in conservation

Rachael V. Gallagher, Nathalie Butt, Alexandra J.R. Carthey, Ayesha Tulloch, Lucie Bland, Simon Clulow, Thomas Newsome, Rachael Y. Dudaniec, Vanessa M. Adams

Research output: Contribution to journalReview articlepeer-review

35 Citations (Scopus)


Species traits have much to offer conservation science. However, the selection and application of trait data in conservation requires rigor to avoid perverse or unexpected outcomes. To guide trait use, we review how traits are applied along the conservation continuum: the progression of conservation actions from assessing risk, to designing and prioritizing actions, to implementation and evaluation. We then provide a framework for their use as proxies for more nuanced empirical data on species and ecosystems. Framework steps include (1) identifying information needs relative to conservation goals, (2) choosing relevant traits using theory and expanding via expert elicitation, and (3) defining and addressing the limits of trait information. Worked examples for contemporary plant and amphibian conservation show how traits should be selected and applied based on theory and/or evidence (rather than data availability or untested assumptions). Finally, we forecast the use of trait data in several conservation applications globally.

Original languageEnglish
Pages (from-to)927-936
Number of pages10
JournalOne Earth
Issue number7
Publication statusPublished - 23 Jul 2021


Dive into the research topics of 'A guide to using species trait data in conservation'. Together they form a unique fingerprint.

Cite this