Science Score: 75.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README -
○Academic publication links
-
✓Committers with academic emails
2 of 4 committers (50.0%) from academic institutions -
✓Institutional organization owner
Organization iiasa has institutional domain (www.iiasa.ac.at) -
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (19.9%) to scientific vocabulary
Keywords
bayesian
biodiversity
integrated-framework
poisson-process
scenarios
sdm
spatial-grain
spatial-predictions
species-distribution-modelling
Scientific Fields
Engineering
Computer Science -
60% confidence
Last synced: 6 months ago
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Repository
Modelling framework for creating Integrated SDMS
Basic Info
- Host: GitHub
- Owner: iiasa
- License: cc-by-4.0
- Language: R
- Default Branch: master
- Homepage: https://iiasa.github.io/ibis.iSDM/
- Size: 430 MB
Statistics
- Stars: 20
- Watchers: 8
- Forks: 3
- Open Issues: 14
- Releases: 10
Topics
bayesian
biodiversity
integrated-framework
poisson-process
scenarios
sdm
spatial-grain
spatial-predictions
species-distribution-modelling
Created about 5 years ago
· Last pushed 8 months ago
Metadata Files
Readme
Changelog
License
Citation
README.Rmd
---
output:
rmarkdown::github_document:
html_preview: no
---
```{r, echo = FALSE, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>"
)
```
# The ibis framework - An **I**ntegrated model for **B**iod**I**versity distribution projection**S**
[](https://lifecycle.r-lib.org/articles/stages.html#experimental)
[](https://github.com/iiasa/ibis.iSDM/actions/workflows/R-CMD-check.yaml)
[](https://creativecommons.org/licenses/by/4.0/)
[](https://app.codecov.io/gh/iiasa/ibis.iSDM?branch=master)
[](https://doi.org/10.1016/j.ecoinf.2023.102127)
[](https://iiasa.r-universe.dev/ibis.iSDM)
[](https://CRAN.R-project.org/package=ibis.iSDM)
The **ibis.iSDM** package provides a series of convenience functions to fit integrated Species Distribution Models (iSDMs). With integrated models we generally refer to SDMs that incorporate information from different biodiversity datasets, external parameters such as priors or offsets with respect to certain variables and regions. See [Fletcher et al. (2019)](https://doi.org/10.1002/ecy.2710) and [Isaac et al. (2020)](https://linkinghub.elsevier.com/retrieve/pii/S0169534719302551) for an introduction to iSDMs.
## Installation
The latest version can be installed from GitHub. A CRAN release is planned, but
in the meantime the package can be found on R-universe as well.
```{r gh-installation, eval = FALSE, message=FALSE}
# For installation (Not yet done)
install.packages("ibis.iSDM", repos = "https://iiasa.r-universe.dev")
# For Installation directly from github
install.packages("remotes")
remotes::install_github("IIASA/ibis.iSDM")
```
## Basic usage
See relevant [reference site](https://iiasa.github.io/ibis.iSDM/) and [articles](https://iiasa.github.io/ibis.iSDM/articles/01_train_simple_model.html).
Note that the package is in active development and parameters of some functions might change.
**Citation:**
Jung, Martin. 2023. “An Integrated Species Distribution Modelling Framework for Heterogeneous Biodiversity Data.” Ecological Informatics, 102127, [DOI](https://doi.org/10.1016/j.ecoinf.2023.102127)
## Acknowledgement
**ibis.iSDM** is developed and maintained by the Biodiversity, Ecology and Conservation group at the International Institute for Applied Systems Analysis (IIASA), Austria.
## Contributors
All contributions to this project are gratefully acknowledged using the [`allcontributors` package](https://github.com/ropenscilabs/allcontributors) following the [all-contributors](https://allcontributors.org) specification. Contributions of any kind are welcome!
|
Martin-Jung |
mhesselbarth |
jeffreyhanson |
Owner
- Name: IIASA
- Login: iiasa
- Kind: organization
- Email: github-owners@iiasa.ac.at
- Location: Laxenburg, Austria
- Website: https://www.iiasa.ac.at
- Twitter: IIASAVienna
- Repositories: 128
- Profile: https://github.com/iiasa
International Institute for Applied Systems Analysis
Citation (CITATION.cff)
# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
cff-version: 1.2.0
message: 'To cite package "ibis.iSDM" in publications use:'
type: software
license: CC-BY-4.0
title: 'ibis.iSDM: Modelling framework for integrated biodiversity distribution scenarios'
version: 0.1.6
abstract: Integrated framework of modelling the distribution of species and ecosystems
in a suitability framing. This package allows the estimation of integrated species
distribution models (iSDM) based on several sources of evidence and provided presence-only
and presence-absence datasets. It makes heavy use of point-process models for estimating
habitat suitability and allows to include spatial latent effects and priors in the
estimation. To do so 'ibis.iSDM' supports a number of engines for Bayesian and more
non-parametric machine learning estimation. Further, the 'ibis.iSDM' is specifically
customized to support spatial-temporal projections of habitat suitability into the
future.
authors:
- family-names: Jung
given-names: Martin
email: jung@iiasa.ac.at
orcid: https://orcid.org/0000-0002-7569-1390
preferred-citation:
type: article
title: An integrated species distribution modelling framework for heterogeneous
biodiversity data
authors:
- family-names: Jung
given-names: Martin
email: jung@iiasa.ac.at
orcid: https://orcid.org/0000-0002-7569-1390
journal: Ecological Informatics
volume: '76'
year: '2023'
url: https://doi.org/10.1016/j.ecoinf.2023.102127
start: '102127'
repository-code: https://github.com/iiasa/ibis.iSDM
url: https://iiasa.github.io/ibis.iSDM/
contact:
- family-names: Jung
given-names: Martin
email: jung@iiasa.ac.at
orcid: https://orcid.org/0000-0002-7569-1390
keywords:
- bayesian
- biodiversity
- integrated-framework
- poisson-process
- scenarios
- sdm
- spatial-grain
- spatial-predictions
- species-distribution-modelling
references:
- type: generic
title: An integrated species distribution modelling framework for heterogeneous
biodiversity data
authors:
- family-names: Jung
given-names: Martin
- family-names: Hesselbarth
given-names: Maximilian H.K.
year: '2023'
version: 0.0.9
- type: software
title: R6
abstract: 'R6: Encapsulated Classes with Reference Semantics'
notes: Imports
url: https://r6.r-lib.org
repository: https://CRAN.R-project.org/package=R6
authors:
- family-names: Chang
given-names: Winston
email: winston@posit.co
year: '2025'
doi: 10.32614/CRAN.package.R6
version: '>= 2.5.0'
- type: software
title: assertthat
abstract: 'assertthat: Easy Pre and Post Assertions'
notes: Imports
repository: https://CRAN.R-project.org/package=assertthat
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.assertthat
version: '>= 0.2.0'
- type: software
title: doFuture
abstract: 'doFuture: Use Foreach to Parallelize via the Future Framework'
notes: Imports
url: https://doFuture.futureverse.org
repository: https://CRAN.R-project.org/package=doFuture
authors:
- family-names: Bengtsson
given-names: Henrik
email: henrikb@braju.com
orcid: https://orcid.org/0000-0002-7579-5165
year: '2025'
doi: 10.32614/CRAN.package.doFuture
version: '>= 0.12.2'
- type: software
title: future
abstract: 'future: Unified Parallel and Distributed Processing in R for Everyone'
notes: Imports
url: https://future.futureverse.org
repository: https://CRAN.R-project.org/package=future
authors:
- family-names: Bengtsson
given-names: Henrik
email: henrikb@braju.com
orcid: https://orcid.org/0000-0002-7579-5165
year: '2025'
doi: 10.32614/CRAN.package.future
version: '>= 1.23.0'
- type: software
title: parallelly
abstract: 'parallelly: Enhancing the ''parallel'' Package'
notes: Imports
url: https://parallelly.futureverse.org
repository: https://CRAN.R-project.org/package=parallelly
authors:
- family-names: Bengtsson
given-names: Henrik
email: henrikb@braju.com
orcid: https://orcid.org/0000-0002-7579-5165
year: '2025'
doi: 10.32614/CRAN.package.parallelly
version: '>= 1.30.0'
- type: software
title: parallel
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: foreach
abstract: 'foreach: Provides Foreach Looping Construct'
notes: Imports
url: https://github.com/RevolutionAnalytics/foreach
repository: https://CRAN.R-project.org/package=foreach
authors:
- name: Microsoft
- family-names: Weston
given-names: Steve
year: '2025'
doi: 10.32614/CRAN.package.foreach
- type: software
title: dplyr
abstract: 'dplyr: A Grammar of Data Manipulation'
notes: Imports
url: https://dplyr.tidyverse.org
repository: https://CRAN.R-project.org/package=dplyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
orcid: https://orcid.org/0000-0003-4757-117X
- family-names: François
given-names: Romain
orcid: https://orcid.org/0000-0002-2444-4226
- family-names: Henry
given-names: Lionel
- family-names: Müller
given-names: Kirill
orcid: https://orcid.org/0000-0002-1416-3412
- family-names: Vaughan
given-names: Davis
email: davis@posit.co
orcid: https://orcid.org/0000-0003-4777-038X
year: '2025'
doi: 10.32614/CRAN.package.dplyr
- type: software
title: geodist
abstract: 'geodist: Fast, Dependency-Free Geodesic Distance Calculations'
notes: Imports
url: https://hypertidy.github.io/geodist/
repository: https://CRAN.R-project.org/package=geodist
authors:
- family-names: Padgham
given-names: Mark
email: mark.padgham@email.com
- family-names: Sumner
given-names: Michael D.
year: '2025'
doi: 10.32614/CRAN.package.geodist
- type: software
title: ggplot2
abstract: 'ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics'
notes: Imports
url: https://ggplot2.tidyverse.org
repository: https://CRAN.R-project.org/package=ggplot2
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
orcid: https://orcid.org/0000-0003-4757-117X
- family-names: Chang
given-names: Winston
orcid: https://orcid.org/0000-0002-1576-2126
- family-names: Henry
given-names: Lionel
- family-names: Pedersen
given-names: Thomas Lin
email: thomas.pedersen@posit.co
orcid: https://orcid.org/0000-0002-5147-4711
- family-names: Takahashi
given-names: Kohske
- family-names: Wilke
given-names: Claus
orcid: https://orcid.org/0000-0002-7470-9261
- family-names: Woo
given-names: Kara
orcid: https://orcid.org/0000-0002-5125-4188
- family-names: Yutani
given-names: Hiroaki
orcid: https://orcid.org/0000-0002-3385-7233
- family-names: Dunnington
given-names: Dewey
orcid: https://orcid.org/0000-0002-9415-4582
- family-names: Brand
given-names: Teun
name-particle: van den
orcid: https://orcid.org/0000-0002-9335-7468
year: '2025'
doi: 10.32614/CRAN.package.ggplot2
- type: software
title: graphics
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: methods
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: Matrix
abstract: 'Matrix: Sparse and Dense Matrix Classes and Methods'
notes: Imports
url: https://Matrix.R-forge.R-project.org
repository: https://CRAN.R-project.org/package=Matrix
authors:
- family-names: Bates
given-names: Douglas
orcid: https://orcid.org/0000-0001-8316-9503
- family-names: Maechler
given-names: Martin
email: mmaechler+Matrix@gmail.com
orcid: https://orcid.org/0000-0002-8685-9910
- family-names: Jagan
given-names: Mikael
orcid: https://orcid.org/0000-0002-3542-2938
year: '2025'
doi: 10.32614/CRAN.package.Matrix
- type: software
title: ncdf4
abstract: 'ncdf4: Interface to Unidata netCDF (Version 4 or Earlier) Format Data
Files'
notes: Imports
url: https://cirrus.ucsd.edu/~pierce/ncdf/
repository: https://CRAN.R-project.org/package=ncdf4
authors:
- family-names: Pierce
given-names: David
email: dpierce@ucsd.edu
orcid: https://orcid.org/0000-0002-2453-9030
year: '2025'
doi: 10.32614/CRAN.package.ncdf4
- type: software
title: posterior
abstract: 'posterior: Tools for Working with Posterior Distributions'
notes: Imports
url: https://mc-stan.org/posterior/
repository: https://CRAN.R-project.org/package=posterior
authors:
- family-names: Bürkner
given-names: Paul-Christian
email: paul.buerkner@gmail.com
- family-names: Gabry
given-names: Jonah
email: jsg2201@columbia.edu
- family-names: Kay
given-names: Matthew
email: mjskay@northwestern.edu
- family-names: Vehtari
given-names: Aki
email: Aki.Vehtari@aalto.fi
year: '2025'
doi: 10.32614/CRAN.package.posterior
- type: software
title: sf
abstract: 'sf: Simple Features for R'
notes: Imports
url: https://r-spatial.github.io/sf/
repository: https://CRAN.R-project.org/package=sf
authors:
- family-names: Pebesma
given-names: Edzer
email: edzer.pebesma@uni-muenster.de
orcid: https://orcid.org/0000-0001-8049-7069
year: '2025'
doi: 10.32614/CRAN.package.sf
version: '>= 1.0'
- type: software
title: stars
abstract: 'stars: Spatiotemporal Arrays, Raster and Vector Data Cubes'
notes: Imports
url: https://r-spatial.github.io/stars/
repository: https://CRAN.R-project.org/package=stars
authors:
- family-names: Pebesma
given-names: Edzer
email: edzer.pebesma@uni-muenster.de
orcid: https://orcid.org/0000-0001-8049-7069
year: '2025'
doi: 10.32614/CRAN.package.stars
version: '>= 0.5'
- type: software
title: ncmeta
abstract: 'ncmeta: Straightforward ''NetCDF'' Metadata'
notes: Imports
url: https://hypertidy.github.io/ncmeta/
repository: https://CRAN.R-project.org/package=ncmeta
authors:
- family-names: Sumner
given-names: Michael
email: mdsumner@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.ncmeta
- type: software
title: stats
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: terra
abstract: 'terra: Spatial Data Analysis'
notes: Imports
url: https://rspatial.org/
repository: https://CRAN.R-project.org/package=terra
authors:
- family-names: Hijmans
given-names: Robert J.
email: r.hijmans@gmail.com
orcid: https://orcid.org/0000-0001-5872-2872
year: '2025'
doi: 10.32614/CRAN.package.terra
version: '>= 1.8-28'
- type: software
title: tibble
abstract: 'tibble: Simple Data Frames'
notes: Imports
url: https://tibble.tidyverse.org/
repository: https://CRAN.R-project.org/package=tibble
authors:
- family-names: Müller
given-names: Kirill
email: kirill@cynkra.com
orcid: https://orcid.org/0000-0002-1416-3412
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.tibble
version: '>= 2.0.0'
- type: software
title: uuid
abstract: 'uuid: Tools for Generating and Handling of UUIDs'
notes: Imports
url: https://www.rforge.net/uuid
repository: https://CRAN.R-project.org/package=uuid
authors:
- family-names: Urbanek
given-names: Simon
email: Simon.Urbanek@r-project.org
orcid: https://orcid.org/0000-0003-2297-1732
- family-names: Ts'o
given-names: Theodore
email: tytso@thunk.org
year: '2025'
doi: 10.32614/CRAN.package.uuid
- type: software
title: cli
abstract: 'cli: Helpers for Developing Command Line Interfaces'
notes: Imports
url: https://cli.r-lib.org
repository: https://CRAN.R-project.org/package=cli
authors:
- family-names: Csárdi
given-names: Gábor
email: gabor@posit.co
year: '2025'
doi: 10.32614/CRAN.package.cli
version: '>= 3.6.0'
- type: software
title: utils
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
- type: software
title: 'R: A Language and Environment for Statistical Computing'
notes: Depends
url: https://www.R-project.org/
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
version: '>= 4.1.0'
- type: software
title: abind
abstract: 'abind: Combine Multidimensional Arrays'
notes: Suggests
repository: https://CRAN.R-project.org/package=abind
authors:
- family-names: Plate
given-names: Tony
email: tplate@acm.org
- family-names: Heiberger
given-names: Richard
year: '2025'
doi: 10.32614/CRAN.package.abind
- type: software
title: BoomSpikeSlab
abstract: 'BoomSpikeSlab: MCMC for Spike and Slab Regression'
notes: Suggests
repository: https://CRAN.R-project.org/package=BoomSpikeSlab
authors:
- family-names: Scott
given-names: Steven L.
email: steve.the.bayesian@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.BoomSpikeSlab
version: '>= 1.2.4'
- type: software
title: Boruta
abstract: 'Boruta: Wrapper Algorithm for All Relevant Feature Selection'
notes: Suggests
url: https://gitlab.com/mbq/Boruta/
repository: https://CRAN.R-project.org/package=Boruta
authors:
- family-names: Kursa
given-names: Miron Bartosz
email: M.Kursa@icm.edu.pl
orcid: https://orcid.org/0000-0001-7672-648X
- family-names: Rudnicki
given-names: Witold Remigiusz
year: '2025'
doi: 10.32614/CRAN.package.Boruta
- type: software
title: covr
abstract: 'covr: Test Coverage for Packages'
notes: Suggests
url: https://covr.r-lib.org
repository: https://CRAN.R-project.org/package=covr
authors:
- family-names: Hester
given-names: Jim
email: james.f.hester@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.covr
- type: software
title: cubelyr
abstract: 'cubelyr: A Data Cube ''dplyr'' Backend'
notes: Suggests
url: https://github.com/hadley/cubelyr
repository: https://CRAN.R-project.org/package=cubelyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.cubelyr
- type: software
title: dbarts
abstract: 'dbarts: Discrete Bayesian Additive Regression Trees Sampler'
notes: Suggests
url: https://github.com/vdorie/dbarts
repository: https://CRAN.R-project.org/package=dbarts
authors:
- family-names: Dorie
given-names: Vincent
email: vdorie@gmail.com
orcid: https://orcid.org/0000-0002-9576-3064
- family-names: Chipman
given-names: Hugh
email: hugh.chipman@gmail.com
- family-names: McCulloch
given-names: Robert
email: robert.mcculloch1@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.dbarts
version: '>= 0.9-22'
- type: software
title: deldir
abstract: 'deldir: Delaunay Triangulation and Dirichlet (Voronoi) Tessellation'
notes: Suggests
repository: https://CRAN.R-project.org/package=deldir
authors:
- family-names: Turner
given-names: Rolf
year: '2025'
doi: 10.32614/CRAN.package.deldir
- type: software
title: ellipsis
abstract: 'ellipsis: Tools for Working with ...'
notes: Suggests
url: https://ellipsis.r-lib.org
repository: https://CRAN.R-project.org/package=ellipsis
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.ellipsis
- type: software
title: glmnet
abstract: 'glmnet: Lasso and Elastic-Net Regularized Generalized Linear Models'
notes: Suggests
url: https://glmnet.stanford.edu
repository: https://CRAN.R-project.org/package=glmnet
authors:
- family-names: Friedman
given-names: Jerome
- family-names: Hastie
given-names: Trevor
email: hastie@stanford.edu
- family-names: Tibshirani
given-names: Rob
- family-names: Narasimhan
given-names: Balasubramanian
- family-names: Tay
given-names: Kenneth
- family-names: Simon
given-names: Noah
- family-names: Yang
given-names: James
year: '2025'
doi: 10.32614/CRAN.package.glmnet
version: '>= 4.1'
- type: software
title: glmnetUtils
abstract: 'glmnetUtils: Utilities for ''Glmnet'''
notes: Suggests
url: https://github.com/hongooi73/glmnetUtils
repository: https://CRAN.R-project.org/package=glmnetUtils
authors:
- family-names: Ooi
given-names: Hong
email: hongooi73@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.glmnetUtils
- type: software
title: gnlm
abstract: 'gnlm: Generalized Nonlinear Regression Models'
notes: Suggests
url: http://www.commanster.eu/rcode.html
repository: https://CRAN.R-project.org/package=gnlm
authors:
- family-names: Swihart
given-names: Bruce
email: bruce.swihart@gmail.com
- family-names: Lindsey
given-names: Jim
email: jlindsey@gen.unimaas.nl
year: '2025'
doi: 10.32614/CRAN.package.gnlm
- type: software
title: geosphere
abstract: 'geosphere: Spherical Trigonometry'
notes: Suggests
url: https://github.com/rspatial/geosphere/issues/
repository: https://CRAN.R-project.org/package=geosphere
authors:
- family-names: Hijmans
given-names: Robert J.
email: r.hijmans@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.geosphere
- type: software
title: inlabru
abstract: 'inlabru: Bayesian Latent Gaussian Modelling using INLA and Extensions'
notes: Suggests
url: http://www.inlabru.org
repository: https://CRAN.R-project.org/package=inlabru
authors:
- family-names: Lindgren
given-names: Finn
email: finn.lindgren@gmail.com
orcid: https://orcid.org/0000-0002-5833-2011
- family-names: Bachl
given-names: Fabian E.
email: bachlfab@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.inlabru
version: '>= 2.10.0'
- type: software
title: fmesher
abstract: 'fmesher: Triangle Meshes and Related Geometry Tools'
notes: Suggests
url: https://inlabru-org.github.io/fmesher/
repository: https://CRAN.R-project.org/package=fmesher
authors:
- family-names: Lindgren
given-names: Finn
email: finn.lindgren@gmail.com
orcid: https://orcid.org/0000-0002-5833-2011
year: '2025'
doi: 10.32614/CRAN.package.fmesher
version: '>= 0.1.7'
- type: software
title: igraph
abstract: 'igraph: Network Analysis and Visualization'
notes: Suggests
url: https://r.igraph.org/
repository: https://CRAN.R-project.org/package=igraph
authors:
- family-names: Csárdi
given-names: Gábor
email: csardi.gabor@gmail.com
orcid: https://orcid.org/0000-0001-7098-9676
- family-names: Nepusz
given-names: Tamás
email: ntamas@gmail.com
orcid: https://orcid.org/0000-0002-1451-338X
- family-names: Traag
given-names: Vincent
orcid: https://orcid.org/0000-0003-3170-3879
- family-names: Horvát
given-names: Szabolcs
email: szhorvat@gmail.com
orcid: https://orcid.org/0000-0002-3100-523X
- family-names: Zanini
given-names: Fabio
email: fabio.zanini@unsw.edu.au
orcid: https://orcid.org/0000-0001-7097-8539
- family-names: Noom
given-names: Daniel
- family-names: Müller
given-names: Kirill
email: kirill@cynkra.com
orcid: https://orcid.org/0000-0002-1416-3412
year: '2025'
doi: 10.32614/CRAN.package.igraph
- type: software
title: knitr
abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R'
notes: Suggests
url: https://yihui.org/knitr/
repository: https://CRAN.R-project.org/package=knitr
authors:
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
year: '2025'
doi: 10.32614/CRAN.package.knitr
- type: software
title: mboost
abstract: 'mboost: Model-Based Boosting'
notes: Suggests
url: https://github.com/boost-R/mboost
repository: https://CRAN.R-project.org/package=mboost
authors:
- family-names: Hothorn
given-names: Torsten
email: Torsten.Hothorn@R-project.org
orcid: https://orcid.org/0000-0001-8301-0471
- family-names: Buehlmann
given-names: Peter
orcid: https://orcid.org/0000-0002-1782-6015
- family-names: Kneib
given-names: Thomas
orcid: https://orcid.org/0000-0003-3390-0972
- family-names: Schmid
given-names: Matthias
orcid: https://orcid.org/0000-0002-0788-0317
- family-names: Hofner
given-names: Benjamin
orcid: https://orcid.org/0000-0003-2810-3186
year: '2025'
doi: 10.32614/CRAN.package.mboost
- type: software
title: modEvA
abstract: 'modEvA: Model Evaluation and Analysis'
notes: Suggests
url: http://modeva.r-forge.r-project.org/
repository: https://CRAN.R-project.org/package=modEvA
authors:
- family-names: Barbosa
given-names: A. Marcia
email: ana.marcia.barbosa@gmail.com
- family-names: Brown
given-names: Jennifer A.
- family-names: Jimenez-Valverde
given-names: Alberto
- family-names: Real
given-names: Raimundo
year: '2025'
doi: 10.32614/CRAN.package.modEvA
- type: software
title: matrixStats
abstract: 'matrixStats: Functions that Apply to Rows and Columns of Matrices (and
to Vectors)'
notes: Suggests
url: https://github.com/HenrikBengtsson/matrixStats
repository: https://CRAN.R-project.org/package=matrixStats
authors:
- family-names: Bengtsson
given-names: Henrik
email: henrikb@braju.com
year: '2025'
doi: 10.32614/CRAN.package.matrixStats
- type: software
title: progress
abstract: 'progress: Terminal Progress Bars'
notes: Suggests
url: https://github.com/r-lib/progress#readme
repository: https://CRAN.R-project.org/package=progress
authors:
- family-names: Csárdi
given-names: Gábor
email: csardi.gabor@gmail.com
- family-names: FitzJohn
given-names: Rich
year: '2025'
doi: 10.32614/CRAN.package.progress
- type: software
title: pdp
abstract: 'pdp: Partial Dependence Plots'
notes: Suggests
url: http://bgreenwell.github.io/pdp/
repository: https://CRAN.R-project.org/package=pdp
authors:
- family-names: Greenwell
given-names: Brandon M.
email: greenwell.brandon@gmail.com
orcid: https://orcid.org/0000-0002-8120-0084
year: '2025'
doi: 10.32614/CRAN.package.pdp
- type: software
title: rmarkdown
abstract: 'rmarkdown: Dynamic Documents for R'
notes: Suggests
url: https://pkgs.rstudio.com/rmarkdown/
repository: https://CRAN.R-project.org/package=rmarkdown
authors:
- family-names: Allaire
given-names: JJ
email: jj@posit.co
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
- family-names: Dervieux
given-names: Christophe
email: cderv@posit.co
orcid: https://orcid.org/0000-0003-4474-2498
- family-names: McPherson
given-names: Jonathan
email: jonathan@posit.co
- family-names: Luraschi
given-names: Javier
- family-names: Ushey
given-names: Kevin
email: kevin@posit.co
- family-names: Atkins
given-names: Aron
email: aron@posit.co
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Cheng
given-names: Joe
email: joe@posit.co
- family-names: Chang
given-names: Winston
email: winston@posit.co
- family-names: Iannone
given-names: Richard
email: rich@posit.co
orcid: https://orcid.org/0000-0003-3925-190X
year: '2025'
doi: 10.32614/CRAN.package.rmarkdown
- type: software
title: kissmig
abstract: 'kissmig: a Keep It Simple Species Migration Model'
notes: Suggests
url: https://purl.oclc.org/wsl/kissmig
repository: https://CRAN.R-project.org/package=kissmig
authors:
- family-names: Nobis
given-names: Michael P.
email: michael.nobis@wsl.ch
year: '2025'
doi: 10.32614/CRAN.package.kissmig
version: '>= 2.0'
- type: software
title: lubridate
abstract: 'lubridate: Make Dealing with Dates a Little Easier'
notes: Suggests
url: https://lubridate.tidyverse.org
repository: https://CRAN.R-project.org/package=lubridate
authors:
- family-names: Spinu
given-names: Vitalie
email: spinuvit@gmail.com
- family-names: Grolemund
given-names: Garrett
- family-names: Wickham
given-names: Hadley
year: '2025'
doi: 10.32614/CRAN.package.lubridate
version: '>= 1.9.0'
- type: software
title: rstan
abstract: 'rstan: R Interface to Stan'
notes: Suggests
url: https://mc-stan.org/rstan/
repository: https://CRAN.R-project.org/package=rstan
authors:
- family-names: Guo
given-names: Jiqiang
email: guojq28@gmail.com
- family-names: Gabry
given-names: Jonah
email: jsg2201@columbia.edu
- family-names: Goodrich
given-names: Ben
email: benjamin.goodrich@columbia.edu
- family-names: Johnson
given-names: Andrew
email: andrew.johnson@arjohnsonau.com
- family-names: Weber
given-names: Sebastian
email: sdw.post@waebers.de
- family-names: Badr
given-names: Hamada S.
email: badr@jhu.edu
orcid: https://orcid.org/0000-0002-9808-2344
year: '2025'
doi: 10.32614/CRAN.package.rstan
version: '>= 2.21.0'
- type: software
title: rstantools
abstract: 'rstantools: Tools for Developing R Packages Interfacing with ''Stan'''
notes: Suggests
url: https://mc-stan.org/rstantools/
repository: https://CRAN.R-project.org/package=rstantools
authors:
- family-names: Gabry
given-names: Jonah
email: jsg2201@columbia.edu
- family-names: Goodrich
given-names: Ben
email: benjamin.goodrich@columbia.edu
- family-names: Lysy
given-names: Martin
email: mlysy@uwaterloo.ca
- family-names: Johnson
given-names: Andrew
year: '2025'
doi: 10.32614/CRAN.package.rstantools
version: '>= 2.1.1'
- type: software
title: testthat
abstract: 'testthat: Unit Testing for R'
notes: Suggests
url: https://testthat.r-lib.org
repository: https://CRAN.R-project.org/package=testthat
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
year: '2025'
doi: 10.32614/CRAN.package.testthat
version: '>= 3.0.0'
- type: software
title: xgboost
abstract: 'xgboost: Extreme Gradient Boosting'
notes: Suggests
url: https://github.com/dmlc/xgboost
repository: https://CRAN.R-project.org/package=xgboost
authors:
- family-names: Chen
given-names: Tianqi
email: tianqi.tchen@gmail.com
- family-names: He
given-names: Tong
email: hetong007@gmail.com
- family-names: Benesty
given-names: Michael
email: michael@benesty.fr
- family-names: Khotilovich
given-names: Vadim
email: khotilovich@gmail.com
- family-names: Tang
given-names: Yuan
email: terrytangyuan@gmail.com
orcid: https://orcid.org/0000-0001-5243-233X
- family-names: Cho
given-names: Hyunsu
email: chohyu01@cs.washington.edu
- family-names: Chen
given-names: Kailong
- family-names: Mitchell
given-names: Rory
- family-names: Cano
given-names: Ignacio
- family-names: Zhou
given-names: Tianyi
- family-names: Li
given-names: Mu
- family-names: Xie
given-names: Junyuan
- family-names: Lin
given-names: Min
- family-names: Geng
given-names: Yifeng
- family-names: Li
given-names: Yutian
- family-names: Yuan
given-names: Jiaming
email: jm.yuan@outlook.com
year: '2025'
doi: 10.32614/CRAN.package.xgboost
GitHub Events
Total
- Create event: 4
- Issues event: 8
- Release event: 2
- Watch event: 2
- Issue comment event: 13
- Push event: 48
- Pull request review comment event: 1
- Pull request event: 3
- Fork event: 2
Last Year
- Create event: 4
- Issues event: 8
- Release event: 2
- Watch event: 2
- Issue comment event: 13
- Push event: 48
- Pull request review comment event: 1
- Pull request event: 3
- Fork event: 2
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Martin Jung | m****g@z****m | 436 |
| mhesselbarth | m****h@g****m | 102 |
| HESSELBARTH Maximilian | h****h@i****t | 21 |
| Jeff Hanson | j****n@u****u | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 84
- Total pull requests: 52
- Average time to close issues: 4 months
- Average time to close pull requests: about 2 hours
- Total issue authors: 10
- Total pull request authors: 5
- Average comments per issue: 2.25
- Average comments per pull request: 0.42
- Merged pull requests: 48
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 6
- Pull requests: 3
- Average time to close issues: 22 days
- Average time to close pull requests: about 5 hours
- Issue authors: 2
- Pull request authors: 1
- Average comments per issue: 0.33
- Average comments per pull request: 0.0
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- Martin-Jung (49)
- mhesselbarth (15)
- jeffreyhanson (7)
- Daviser95 (2)
- cwaldock1 (2)
- simonrolph (1)
- ChengchengZhang91 (1)
- ManuelSpinola (1)
- king0708 (1)
- ggrittz (1)
Pull Request Authors
- Martin-Jung (49)
- mhesselbarth (14)
- jeffreyhanson (2)
- xiewei18 (2)
- matthewlewis896 (1)
Top Labels
Issue Labels
enhancement (25)
bug (18)
Quality of life (14)
low priority (10)
improvement (8)
help wanted (6)
documentation (5)
Feature request (4)
invalid (3)
good first issue (2)
question (2)
priority (2)
wontfix (1)
Pull Request Labels
Packages
- Total packages: 2
- Total downloads: unknown
-
Total dependent packages: 0
(may contain duplicates) -
Total dependent repositories: 0
(may contain duplicates) - Total versions: 20
proxy.golang.org: github.com/iiasa/ibis.iSDM
- Documentation: https://pkg.go.dev/github.com/iiasa/ibis.iSDM#section-documentation
- License: cc-by-4.0
-
Latest release: v0.1.6
published 9 months ago
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced:
6 months ago
proxy.golang.org: github.com/iiasa/ibis.isdm
- Documentation: https://pkg.go.dev/github.com/iiasa/ibis.isdm#section-documentation
- License: cc-by-4.0
-
Latest release: v0.1.6
published 9 months ago
Rankings
Dependent packages count: 5.4%
Average: 5.6%
Dependent repos count: 5.8%
Last synced:
6 months ago
Dependencies
.github/workflows/R-CMD-check.yaml
actions
- actions/checkout v3 composite
- actions/upload-artifact main composite
- r-lib/actions/check-r-package v2 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/Render-README.yaml
actions
- actions/checkout v3 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/codecov.yaml
actions
- actions/checkout v3 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/pkgdown.yaml
actions
- JamesIves/github-pages-deploy-action v4.4.1 composite
- actions/checkout v3 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/update-citation-cff.yaml
actions
- actions/checkout v3 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite
DESCRIPTION
cran
- R >= 4.0.0 depends
- Rcpp >= 0.12.0 imports
- RcppParallel >= 5.0.1 imports
- assertthat >= 0.2.0 imports
- doFuture >= 0.12.2 imports
- foreach * imports
- future >= 1.23.0 imports
- geodist * imports
- ggplot2 * imports
- magrittr * imports
- methods * imports
- ncdf4 * imports
- parallel * imports
- posterior * imports
- proto >= 1.0.0 imports
- raster >= 3.4 imports
- rgdal >= 1.5 imports
- rgeos >= 0.5 imports
- sf >= 0.9 imports
- stars >= 0.5 imports
- testthat >= 3.0.0 imports
- tibble >= 2.0.0 imports
- uuid * imports
- BoomSpikeSlab >= 1.2.4 suggests
- covr * suggests
- dbarts >= 0.9 suggests
- deldir * suggests
- doParallel * suggests
- ellipsis * suggests
- knitr * suggests
- mboost * suggests
- modEvA * suggests
- progress * suggests
- rmarkdown * suggests
- rstan >= 2.21.0 suggests
- rstantools >= 2.1.1 suggests
- xgboost * suggests