Use and misuse of trait imputation in ecology: the problem of using out-of-context imputed values

Gorné, L. D., Aguirre-Gutiérrez, J., Souza, F. C. et al. (26 more authors) (2025) Use and misuse of trait imputation in ecology: the problem of using out-of-context imputed values. Ecography. e07520. ISSN 0906-7590

Abstract

Metadata

Item Type: Article
Authors/Creators:
  • Gorné, L. D.
  • Aguirre-Gutiérrez, J.
  • Souza, F. C.
  • Swenson, N. G.
  • Kraft, N. J. B.
  • Marimon, B. S.
  • Baker, T. R.
  • Ferreira de Lima, R. A.
  • Vilanova, E.
  • Alvarez-Davila, E.
  • Mendoza, A. M.
  • Llampazo, G. R. F.
  • dos Santos, R. M.
  • Boenisch, G.
  • Araujo-Murakami, A.
  • Torres, G. F. R.
  • Ramírez-Angulo, H.
  • dos Santos Prestes, N. C.
  • Morandi, P. S.
  • Ribeiro, S. C.
  • Cruz, W. J.
  • Disney, M.
  • Di Fiore, A.
  • Marimon-Junior, B. H.
  • Feldpausch, T. R.
  • Malhi, Y.
  • Phillips, O. ORCID logo https://orcid.org/0000-0002-8993-6168
  • Galbraith, D.
  • Díaz, S.
Copyright, Publisher and Additional Information:

© 2025 The Author(s). This is an open access article under the terms of theCreative Commons Attribution License (CC-BY 3.0).

Keywords: BHPMF, gap-filling, imputation, mice, plant trait, Rphylopars, sparse matrix
Dates:
  • Published (online): 3 February 2025
  • Accepted: 18 December 2024
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Environment (Leeds) > School of Geography (Leeds) > Ecology & Global Change (Leeds)
Depositing User: Symplectic Publications
Date Deposited: 14 Jan 2025 14:36
Last Modified: 07 Feb 2025 14:33
Status: Published online
Publisher: Wiley
Identification Number: 10.1111/ecog.07520
Open Archives Initiative ID (OAI ID):

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