# ------------------------------------------------
# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "flexsdm" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'flexsdm: Flexible Species Distribution Modeling Workflow'
version: 1.4.2
doi: 10.1111/2041-210X.13874
abstract: Provides a flexible and comprehensive workflow for species distribution
  modeling, from data preparation (occurrence filtering, calibration areas, pseudo-absence
  and background sampling, data partitioning, and collinearity reduction) to model
  fitting, tuning, evaluation, prediction, ensemble modeling, and post-processing.
  The package is described in Velazco et al. (2022) <https://doi.org/10.1111/2041-210X.13874>.
  Implemented methods include the Shape metric to measure model extrapolation of Velazco
  et al. (2023) <https://doi.org/10.1111/ecog.06992>, ensembles of small models of
  Breiner et al. (2015) <https://doi.org/10.1111/2041-210X.12403> and Breiner et al.
  (2018) <https://doi.org/10.1111/2041-210X.12957>, Gaussian process models of Golding
  and Purse (2016) <https://doi.org/10.1111/2041-210X.12523>, and occurrence-based
  constraints for post-processing predictions of Mendes et al. (2020) <https://doi.org/10.1016/j.ecolmodel.2020.109180>.
authors:
- family-names: Velazco
  given-names: Santiago J.E.
  email: sjevelazco@gmail.com
  orcid: https://orcid.org/0000-0002-7527-0967
- family-names: Rose
  given-names: Brooke
  email: mrose048@ucr.edu
  orcid: https://orcid.org/0000-0001-5269-3759
- family-names: Andrade
  given-names: André F.A.
  email: andrefaandrade@gmail.com
  orcid: https://orcid.org/0000-0002-6134-3176
- family-names: Minoli
  given-names: Ignacio
  email: minolicnp@gmail.com
  orcid: https://orcid.org/0000-0002-6039-6962
- family-names: Franklin
  given-names: Janet
  email: jfrankl@ucr.edu
  orcid: https://orcid.org/0000-0003-0314-4598
preferred-citation:
  type: article
  title: 'flexsdm: An R package for supporting a comprehensive and flexible species
    distribution modelling workflow'
  authors:
  - family-names: Velazco
    given-names: Santiago J.E.
    email: sjevelazco@gmail.com
    orcid: https://orcid.org/0000-0002-7527-0967
  - family-names: Rose
    given-names: Brooke
    email: mrose048@ucr.edu
    orcid: https://orcid.org/0000-0001-5269-3759
  - family-names: Andrade
    given-names: André F.A.
    email: andrefaandrade@gmail.com
    orcid: https://orcid.org/0000-0002-6134-3176
  - family-names: Minoli
    given-names: Ignacio
    email: minolicnp@gmail.com
    orcid: https://orcid.org/0000-0002-6039-6962
  - family-names: Franklin
    given-names: Janet
    email: jfrankl@ucr.edu
    orcid: https://orcid.org/0000-0003-0314-4598
  journal: Methods in Ecology and Evolution
  year: '2022'
  volume: '13'
  issue: '8'
  doi: 10.1111/2041-210X.13874
  start: 1661-1669
repository: https://cran.r-universe.dev
repository-code: https://github.com/sjevelazco/flexsdm
commit: 76614d412b93c55243bf0068962ff1f91adbcf8d
url: https://sjevelazco.github.io/flexsdm/
date-released: '2026-10-24'
contact:
- family-names: Velazco
  given-names: Santiago J.E.
  email: sjevelazco@gmail.com
  orcid: https://orcid.org/0000-0002-7527-0967