Other packages > Find by keyword >

restoptr  

Ecological Restoration Planning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("restoptr", "1.1.1")



Attach the package and use:
library("restoptr")
Maintained by
Dimitri Justeau-Allaire
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-09
Latest Update: 2025-07-02
Description:
Flexible framework for ecological restoration planning. It aims to identify priority areas for restoration efforts using optimization algorithms (based on Justeau-Allaire et al. 2021 ). Priority areas can be identified by maximizing landscape indices, such as the effective mesh size (Jaeger 2000 ), or the integral index of connectivity (Pascual-Hortal & Saura 2006 ). Additionally, constraints can be used to ensure that priority areas exhibit particular characteristics (e.g., ensure that particular places are not selected for restoration, ensure that priority areas form a single contiguous network). Furthermore, multiple near-optimal solutions can be generated to explore multiple options in restoration planning. The package leverages the 'Choco-solver' software to perform optimization using constraint programming (CP) techniques ().
How to cite:
Dimitri Justeau-Allaire (2022). restoptr: Ecological Restoration Planning. R package version 1.1.1, https://cran.r-project.org/web/packages/restoptr. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.0.0 (2022-06-09 09:40), 1.0.1 (2022-06-17 10:20), 1.0.2 (2022-10-13 18:31), 1.0.3 (2022-11-12 15:00), 1.0.4 (2023-01-30 11:50), 1.0.5 (2023-03-16 18:40), 1.0.6 (2023-08-18 10:30), 1.1.0 (2025-07-01 12:30)
Other packages that cited restoptr R package
View restoptr citation profile
Other R packages that restoptr depends, imports, suggests or enhances
Complete documentation for restoptr
Functions, R codes and Examples using the restoptr R package
Some associated functions: add_available_areas_constraint . add_compactness_constraint . add_components_constraint . add_connected_constraint . add_locked_out_constraint . add_min_iic_constraint . add_min_mesh_constraint . add_restorable_constraint . add_settings . area_to_nb_cells . cell_area . cell_width . get_aggregation_factor . get_cell_area . get_constraints . get_existing_habitat . get_habitat_threshold . get_locked_out_areas . get_metadata . get_objective . get_original_habitat . get_restorable_habitat . get_settings . invert_vector . is_java_available . nb_cell_to_area . pipe . preprocess_input . print.RestoptProblem . restopt_problem . restopt_solution . restoptr . set_max_iic_objective . set_max_mesh_objective . set_max_nb_pus_objective . set_max_restore_objective . set_min_nb_pus_objective . set_min_restore_objective . set_no_objective . solve.RestoptProblem . 
Some associated R codes: add_available_areas_constraint.R . add_compactness_constraint.R . add_components_constraint.R . add_connected_constraint.R . add_locked_out_constraint.R . add_min_iic_constraint.R . add_min_mesh_constraint.R . add_restorable_constraint.R . add_settings.R . internal.R . is_java_available.R . package.R . preprocessing.R . restopt_component.R . restopt_problem.R . restopt_solution.R . set_max_iic_objective.R . set_max_mesh_objective.R . set_max_nb_pus_objective.R . set_max_restore_objective.R . set_min_nb_pus_objective.R . set_min_restore_objective.R . set_no_objective.R . solve.R . terra_io.R . terra_utils.R . utils-pipe.R . zzz.R .  Full restoptr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in 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  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

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