Other packages > Find by keyword >

tidysdm  

Species Distribution Models with Tidymodels
View on CRAN: Click here


Download and install tidysdm package within the R console
Install from CRAN:
install.packages("tidysdm")

Install from Github:
library("remotes")
install_github("cran/tidysdm")

Install by package version:
library("remotes")
install_version("tidysdm", "1.0.4")



Attach the package and use:
library("tidysdm")
Maintained by
Andrea Manica
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-13
Latest Update: 2025-08-25
Description:
Fit species distribution models (SDMs) using the 'tidymodels' framework, which provides a standardised interface to define models and process their outputs. 'tidysdm' expands 'tidymodels' by providing methods for spatial objects, as well as a number of specialised functions to process presences and pseudoabsences for contemporary and palaeo datasets. The full functionalities of the package are described in Leonardi et al. (2023) <doi:10.1101/2023.07.24.550358>.
How to cite:
Andrea Manica (2023). tidysdm: Species Distribution Models with Tidymodels. R package version 1.0.4, https://cran.r-project.org/web/packages/tidysdm. Accessed 01 Jul. 2026.
Previous versions and publish date:
0.9.2 (2023-11-13 18:30), 0.9.3 (2024-01-17 21:50), 0.9.4 (2024-03-05 21:30), 0.9.5 (2024-06-23 21:40), 1.0.0 (2025-03-05 18:40), 1.0.2 (2025-08-22 19:40), 1.0.3 (2025-09-05 19:30)
Other packages that cited tidysdm R package
View tidysdm citation profile
Other R packages that tidysdm depends, imports, suggests or enhances
Complete documentation for tidysdm
Functions, R codes and Examples using the tidysdm R package
Some associated functions: add_member . add_repeat . autoplot.simple_ensemble . autoplot.spatial_initial_split . blockcv2rsample . boyce_cont . calib_class_thresh . check_coords_names . check_sdm_presence . check_splits_balance . collect_metrics.simple_ensemble . conf_matrix_df . control_ensemble . dist_pres_vs_bg . explain_tidysdm . filter_high_cor . form_resp . gam_formula . geom_split_violin . grid_cellsize . grid_offset . horses . kap_max . km2m . lacerta . lacerta_ensemble . lacerta_rep_ens . maxent . maxent_params . maxnet_fit . maxnet_predict . optim_thresh . optim_thresh_kap_max . optim_thresh_sens . optim_thresh_tss_max . out_of_range_warning . pipe . plot_pres_vs_bg . predict.repeat_ensemble . predict.simple_ensemble . predict_raster . prob_metrics_sf . prob_to_binary . recipe.sf . repeat_ensemble . sample_pseudoabs . sample_pseudoabs_time . sdm_metric_set . sdm_spec_boost_tree . sdm_spec_gam . sdm_spec_glm . sdm_spec_maxent . sdm_spec_rand_forest . simple_ensemble . spatial_initial_split . thin_by_cell . thin_by_cell_time . thin_by_dist . thin_by_dist_time . tidysdm . tss . tss_max . y2d . 
Some associated R codes: add_member.R . add_repeat.R . autoplot_simple_ensemble.R . autoplot_spatial_initial_split.R . blockcv2rsample.R . boyce_cont.R . calib_class_thresh.R . check_coords_names.R . check_sdm_presence.R . check_split_balance.R . collect_metrics.R . confusion_matrix_df.R . control.R . datasets_docs.R . dist_pres_vs_abs.R . explain_tidysdm.R . filter_high_cor.R . gam_formula.R . geom_split_violin.R . grid_cellsize.R . grid_offset.R . kap_max.R . km2m.R . make_maxent.R . maxent.R . maxent_params.R . maxnet_fit.R . optim_thresh.R . out_of_range_warning.R . plot_pres_vs_abs.R . predict_raster.R . predict_repeat_ensemble.R . predict_simple_ensemble.R . prob_metrics.R . recipe_sf.R . recipes_sf_methods.R . repeat_ensemble.R . sample_pseudoabs.R . sample_pseudoabs_time.R . sdm_metric_set.R . sdm_spec_boost_tree.R . sdm_spec_gam.R . sdm_spec_glm.R . sdm_spec_maxent.R . sdm_spec_rand_forest.R . simple_ensemble.R . spatial_initial_split.R . thin_by_cell.R . thin_by_cell_time.R . thin_by_dist.R . thin_by_dist_time.R . tidysdm.R . tss.R . tss_max.R . utils-pipe.R . y2d.R . zzz.R .  Full tidysdm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

IBMPopSim  
Individual Based Model Population Simulation
Simulation of the random evolution of heterogeneous populations using stochastic Individual-Based Mo ...
Download / Learn more Package Citations See dependency  
validatedb  
Validate Data in a Database using "validate"
Check whether records in a database table are valid usingvalidation rules in R syntax specified with ...
Download / Learn more Package Citations See dependency  
pageviews  
An API Client for Wikimedia Traffic Data
Pageview data from the 'Wikimedia' sites, such as 'Wikipedia' , from en ...
Download / Learn more Package Citations See dependency  
GSM  
Gamma Shape Mixture
Implementation of a Bayesian approach for estimating a mixture of gamma distributions in which the m ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
adehabitatHR  
Home Range Estimation
A collection of tools for the estimation of animals home range. ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA