kuenm2: Detailed Development of Ecological Niche Models

kuenm2 A new set of tools to help with the development of detailed ecological niche models using multiple algorithms. Pre-modeling analyses and explorations can be done to prepare data. Model calibration (model selection) can be done by creating and testing several candidate models. Handy options for producing final models with transfers are included. Other tools to assess extrapolation risks and variability in model transfers are also available.

Functions by stage in the ENM process

• Data preparation: initial_cleaning(), advanced_cleaning(), prepare_data(), prepare_user_data()

• Model calibration: calibration(), select_models()

• Model exploration: fit_selected(), variable_importance(), plot_importance(), response_curve(), bivariate_response()

• Model projection: predict_selected(), project_selected()

• Post-modeling: projection_variability(), projection_changes(), projection_mop()

See also

Useful links:

• https://marlonecobos.github.io/kuenm2/

Author

Maintainer: Marlon E. Cobos manubio13@gmail.com (ORCID)

Authors:

• Weverton Trindade wevertonf1993@gmail.com (ORCID)

• Luis F. Arias-Giraldo lfarias.giraldo@gmail.com (ORCID)

• Luis Osorio-Olvera luismurao@gmail.com (ORCID)

• A. Townsend Peterson town@ku.edu (ORCID)