rgee

An R binding package for calling Google Earth Engine API from within R.
https://github.com/r-spatial/rgee

Category: Sustainable Development
Sub Category: Data Catalogs and Interfaces

Keywords

earth-engine earthengine google-earth-engine googleearthengine r spatial-analysis spatial-data

Keywords from Contributors

dataviz weather qgis colab folium ipyleaflet ipywidgets climate geospatial-data bird

Last synced: about 19 hours ago
JSON representation

Repository metadata

Google Earth Engine for R

• Host: GitHub
• URL: https://github.com/r-spatial/rgee
• Owner: r-spatial
• License: other
• Created: 2019-09-03T05:38:52.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2025-10-27T20:06:00.000Z (7 days ago)
• Last Synced: 2025-10-27T22:06:37.762Z (7 days ago)
• Topics: earth-engine, earthengine, google-earth-engine, googleearthengine, r, spatial-analysis, spatial-data
• Language: R
• Homepage: https://r-spatial.github.io/rgee/
• Size: 31.9 MB
• Stars: 744
• Watchers: 38
• Forks: 157
• Open Issues: 61
• Releases: 15
• Metadata Files:
  • Readme: README.md
  • Changelog: NEWS.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.md
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff

README.md

var db = 'CGIAR/SRTM90_V4'
var image = ee.Image(db)
print(image.bandNames())
#> 'elevation'

import ee
ee.Initialize(project = "my-project-id")
db = 'CGIAR/SRTM90_V4'
image = ee.Image(db)
image.bandNames().getInfo()
#> [u'elevation']

library(rgee)
ee_Initialize(project = "my-project-id")
db <- 'CGIAR/SRTM90_V4'
image <- ee$Image(db)
image$bandNames()$getInfo()
#> [1] "elevation"

library(rgee)

# Set your Python ENV
Sys.setenv("RETICULATE_PYTHON" = "/usr/bin/python3")

# Set Google Cloud SDK. Only need it the first time you log in. 
Sys.setenv("EARTHENGINE_GCLOUD" = "home/csaybar/google-cloud-sdk/bin/")
ee_Authenticate()

# Initialize your Earth Engine Session 
ee_Initialize(project = "my-project-id")

install.packages("rgee")

library(remotes)
install_github("r-spatial/rgee")

install.packages(c("remotes", "googledrive"))
remotes::install_github("r-spatial/rgee")

library(rgee)

# Get the username
HOME <- Sys.getenv("HOME")

# 1. Install miniconda
reticulate::install_miniconda()

# 2. Install Google Cloud SDK
system("curl -sSL https://sdk.cloud.google.com | bash")

# 3 Set global parameters
Sys.setenv("RETICULATE_PYTHON" = sprintf("%s/.local/share/r-miniconda/bin/python3", HOME))
Sys.setenv("EARTHENGINE_GCLOUD" = sprintf("%s/google-cloud-sdk/bin/", HOME))

# 4 Install rgee Python dependencies
ee_install() 

# 5. Authenticate and initialize your Earth Engine session
# Replace "my-project-id" with the ID of the Cloud project you created above 
ee_Initialize(project = "my-project-id") 

rgee::ee_install()

rgee::ee_install_set_pyenv(
  py_path = "/home/csaybar/.virtualenvs/rgee/bin/python", # Change it for your own Python PATH
  py_env = "rgee" # Change it for your own Python ENV
)

rgee::ee_install_set_pyenv(
  py_path = "/usr/bin/python3",
  py_env = NULL
)

ee_check() # Check non-R dependencies

library(reticulate)
library(rgee)

# 1. Initialize the Python Environment
ee_Initialize(project = "my-project-id")

# 2. Install geemap in the same Python ENV that use rgee
py_install("geemap")
gm <- import("geemap")

library(rgee)
ee_Initialize(project = "my-project-id")
ee_install_upgrade()

library(rgee)
ee_Initialize(project = "my-project-id")

createTimeBand <-function(img) {
  year <- ee$Date(img$get('system:time_start'))$get('year')$subtract(1991L) 
  ee$Image(year)$byte()$addBands(img)
}

collection <- ee$
  ImageCollection('NOAA/DMSP-OLS/NIGHTTIME_LIGHTS')$
  select('stable_lights')$
  map(createTimeBand)

col_reduce <- collection$reduce(ee$Reducer$linearFit())
col_reduce <- col_reduce$addBands(
  col_reduce$select('scale'))
ee_print(col_reduce)

Map$setCenter(9.08203, 47.39835, 3)
Map$addLayer(
  eeObject = col_reduce,
  visParams = list(
    bands = c("scale", "offset", "scale"),
    min = 0,
    max = c(0.18, 20, -0.18)
  ),
  name = "stable lights trend"
)

library(tidyverse)
library(rgee)
library(sf)

ee_Initialize(project = "my-project-id")

nc <- st_read(system.file("shape/nc.shp", package = "sf"), quiet = TRUE)

terraclimate <- ee$ImageCollection("IDAHO_EPSCOR/TERRACLIMATE") %>%
  ee$ImageCollection$filterDate("2001-01-01", "2002-01-01") %>%
  ee$ImageCollection$map(function(x) x$select("pr")) %>% # Select only precipitation bands
  ee$ImageCollection$toBands() %>% # from imagecollection to image
  ee$Image$rename(sprintf("PP_%02d",1:12)) # rename the bands of an image

ee_nc_rain <- ee_extract(x = terraclimate, y = nc["NAME"], sf = FALSE)

ee_nc_rain %>%
  pivot_longer(-NAME, names_to = "month", values_to = "pr") %>%
  mutate(month, month=gsub("PP_", "", month)) %>%
  ggplot(aes(x = month, y = pr, group = NAME, color = pr)) +
  geom_line(alpha = 0.4) +
  xlab("Month") +
  ylab("Precipitation (mm)") +
  theme_minimal()

library(magick)
library(rgee)
library(sf)

ee_Initialize(project = "my-project-id")

mask <- system.file("shp/arequipa.shp", package = "rgee") %>%
  st_read(quiet = TRUE) %>%
  sf_as_ee()
region <- mask$geometry()$bounds()

col <- ee$ImageCollection('MODIS/006/MOD13A2')$select('NDVI')

col <- col$map(function(img) {
  doy <- ee$Date(img$get('system:time_start'))$getRelative('day', 'year')
  img$set('doy', doy)
})
distinctDOY <- col$filterDate('2013-01-01', '2014-01-01')

filter <- ee$Filter$equals(leftField = 'doy', rightField = 'doy')

join <- ee$Join$saveAll('doy_matches')
joinCol <- ee$ImageCollection(join$apply(distinctDOY, col, filter))

comp <- joinCol$map(function(img) {
  doyCol = ee$ImageCollection$fromImages(
    img$get('doy_matches')
  )
  doyCol$reduce(ee$Reducer$median())
})

visParams = list(
  min = 0.0,
  max = 9000.0,
  bands = "NDVI_median",
  palette = c(
    'FFFFFF', 'CE7E45', 'DF923D', 'F1B555', 'FCD163', '99B718', '74A901',
    '66A000', '529400', '3E8601', '207401', '056201', '004C00', '023B01',
    '012E01', '011D01', '011301'
  )
)

rgbVis <- comp$map(function(img) {
  do.call(img$visualize, visParams) %>%
    ee$Image$clip(mask)
})

gifParams <- list(
  region = region,
  dimensions = 600,
  crs = 'EPSG:3857',
  framesPerSecond = 10
)

dates_modis_mabbr <- distinctDOY %>%
  ee_get_date_ic %>% # Get Image Collection dates
  '[['("time_start") %>% # Select time_start column
  lubridate::month() %>% # Get the month component of the datetime
  '['(month.abb, .) # subset around month abbreviations

animation <- ee_utils_gif_creator(rgbVis, gifParams, mode = "wb")
animation %>%
  ee_utils_gif_annotate(
    text = "NDVI: MODIS/006/MOD13A2",
    size = 15, color = "white",
    location = "+10+10"
  ) %>%
  ee_utils_gif_annotate(
    text = dates_modis_mabbr,
    size = 30,
    location = "+290+350",
    color = "white",
    font = "arial",
    boxcolor = "#000000"
  ) # -> animation_wtxt

# ee_utils_gif_save(animation_wtxt, path = "raster_as_ee.gif")

citation("rgee")
To cite rgee in publications use:

  C Aybar, Q Wu, L Bautista, R Yali and A Barja (2020) rgee: An R
  package for interacting with Google Earth Engine Journal of Open
  Source Software URL https://github.com/r-spatial/rgee/.

A BibTeX entry for LaTeX users is

@Article{,
  title = {rgee: An R package for interacting with Google Earth Engine},
  author = {Cesar Aybar and Quisheng Wu and Lesly Bautista and Roy Yali and Antony Barja},
  journal = {Journal of Open Source Software},
  year = {2020},
}

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 "rgee" in publications use:'
type: software
license: Apache-2.0
title: 'rgee: R Bindings for Calling the ''Earth Engine'' API'
version: 1.1.8.9000
doi: 10.32614/CRAN.package.rgee
identifiers:
- type: url
  value: https://r-spatial.github.io/rgee/
- type: url
  value: https://github.com/google/earthengine-api/
abstract: Earth Engine <https://earthengine.google.com/> client library for R. All
  of the 'Earth Engine' API classes, modules, and functions are made available. Additional
  functions implemented include importing (exporting) of Earth Engine spatial objects,
  extraction of time series, interactive map display, assets management interface,
  and metadata display. See <https://r-spatial.github.io/rgee/> for further details.
authors:
- family-names: Aybar
  given-names: Cesar
  email: csaybar@gmail.com
  orcid: https://orcid.org/0000-0003-2745-9535
- family-names: Stigler
  given-names: Matthieu
  email: Matthieu.Stigler@gmail.com
  orcid: https://orcid.org/0000-0002-6802-4290
repository: https://CRAN.R-project.org/package=rgee
repository-code: https://github.com/r-spatial/rgee/issues/
url: https://github.com/r-spatial/rgee/
contact:
- family-names: Stigler
  given-names: Matthieu
  email: Matthieu.Stigler@gmail.com
  orcid: https://orcid.org/0000-0002-6802-4290
references:
- 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: '>= 3.3.0'
- 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: reticulate
  abstract: 'reticulate: Interface to ''Python'''
  notes: Imports
  url: https://rstudio.github.io/reticulate/
  repository: https://CRAN.R-project.org/package=reticulate
  authors:
  - family-names: Ushey
    given-names: Kevin
    email: kevin@posit.co
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
  - family-names: Tang
    given-names: Yuan
    email: terrytangyuan@gmail.com
    orcid: https://orcid.org/0000-0001-5243-233X
  year: '2025'
  doi: 10.32614/CRAN.package.reticulate
  version: '>= 1.27'
- type: software
  title: rstudioapi
  abstract: 'rstudioapi: Safely Access the RStudio API'
  notes: Imports
  url: https://rstudio.github.io/rstudioapi/
  repository: https://CRAN.R-project.org/package=rstudioapi
  authors:
  - family-names: Ushey
    given-names: Kevin
    email: kevin@rstudio.com
  - family-names: Allaire
    given-names: JJ
    email: jj@posit.co
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  - family-names: Ritchie
    given-names: Gary
    email: gary@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.rstudioapi
  version: '>= 0.7'
- type: software
  title: leaflet
  abstract: 'leaflet: Create Interactive Web Maps with the JavaScript ''Leaflet''
    Library'
  notes: Imports
  url: https://rstudio.github.io/leaflet/
  repository: https://CRAN.R-project.org/package=leaflet
  authors:
  - family-names: Cheng
    given-names: Joe
    email: joe@posit.co
  - family-names: Schloerke
    given-names: Barret
    email: barret@posit.co
    orcid: https://orcid.org/0000-0001-9986-114X
  - family-names: Karambelkar
    given-names: Bhaskar
  - family-names: Xie
    given-names: Yihui
  - family-names: Aden-Buie
    given-names: Garrick
    email: garrick@posit.co
    orcid: https://orcid.org/0000-0002-7111-0077
  year: '2025'
  doi: 10.32614/CRAN.package.leaflet
  version: '>= 2.0.2'
- type: software
  title: magrittr
  abstract: 'magrittr: A Forward-Pipe Operator for R'
  notes: Imports
  url: https://magrittr.tidyverse.org
  repository: https://CRAN.R-project.org/package=magrittr
  authors:
  - family-names: Bache
    given-names: Stefan Milton
    email: stefan@stefanbache.dk
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.magrittr
- type: software
  title: jsonlite
  abstract: 'jsonlite: A Simple and Robust JSON Parser and Generator for R'
  notes: Imports
  url: https://jeroen.r-universe.dev/jsonlite
  repository: https://CRAN.R-project.org/package=jsonlite
  authors:
  - family-names: Ooms
    given-names: Jeroen
    email: jeroenooms@gmail.com
    orcid: https://orcid.org/0000-0002-4035-0289
  year: '2025'
  doi: 10.32614/CRAN.package.jsonlite
- type: software
  title: processx
  abstract: 'processx: Execute and Control System Processes'
  notes: Imports
  url: https://processx.r-lib.org
  repository: https://CRAN.R-project.org/package=processx
  authors:
  - family-names: Csárdi
    given-names: Gábor
    email: csardi.gabor@gmail.com
    orcid: https://orcid.org/0000-0001-7098-9676
  - family-names: Chang
    given-names: Winston
  year: '2025'
  doi: 10.32614/CRAN.package.processx
- type: software
  title: leafem
  abstract: 'leafem: ''leaflet'' Extensions for ''mapview'''
  notes: Imports
  url: https://r-spatial.github.io/leafem/
  repository: https://CRAN.R-project.org/package=leafem
  authors:
  - family-names: Appelhans
    given-names: Tim
    email: tim.appelhans@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.leafem
- type: software
  title: crayon
  abstract: 'crayon: Colored Terminal Output'
  notes: Imports
  url: https://r-lib.github.io/crayon/
  repository: https://CRAN.R-project.org/package=crayon
  authors:
  - family-names: Csárdi
    given-names: Gábor
    email: csardi.gabor@gmail.com
  year: '2025'
  doi: 10.32614/CRAN.package.crayon
- 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
- 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
- type: software
  title: magick
  abstract: 'magick: Advanced Graphics and Image-Processing in R'
  notes: Suggests
  url: https://docs.ropensci.org/magick/
  repository: https://CRAN.R-project.org/package=magick
  authors:
  - family-names: Ooms
    given-names: Jeroen
    email: jeroenooms@gmail.com
    orcid: https://orcid.org/0000-0002-4035-0289
  year: '2025'
  doi: 10.32614/CRAN.package.magick
- type: software
  title: geojsonio
  abstract: 'geojsonio: Convert Data from and to ''GeoJSON'' or ''TopoJSON'''
  notes: Suggests
  url: https://docs.ropensci.org/geojsonio/
  repository: https://CRAN.R-project.org/package=geojsonio
  authors:
  - family-names: Chamberlain
    given-names: Scott
    email: myrmecocystus@gmail.com
  - family-names: Teucher
    given-names: Andy
    email: andy.teucher@gmail.com
  - family-names: Mahoney
    given-names: Michael
    email: mike.mahoney.218@gmail.com
    orcid: https://orcid.org/0000-0003-2402-304X
  year: '2025'
  doi: 10.32614/CRAN.package.geojsonio
- type: software
  title: sf
  abstract: 'sf: Simple Features for R'
  notes: Suggests
  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
- type: software
  title: stars
  abstract: 'stars: Spatiotemporal Arrays, Raster and Vector Data Cubes'
  notes: Suggests
  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
- type: software
  title: googledrive
  abstract: 'googledrive: An Interface to Google Drive'
  notes: Suggests
  url: https://googledrive.tidyverse.org
  repository: https://CRAN.R-project.org/package=googledrive
  authors:
  - family-names: D'Agostino McGowan
    given-names: Lucy
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  year: '2025'
  doi: 10.32614/CRAN.package.googledrive
  version: '>= 2.0.0'
- type: software
  title: gargle
  abstract: 'gargle: Utilities for Working with Google APIs'
  notes: Suggests
  url: https://gargle.r-lib.org
  repository: https://CRAN.R-project.org/package=gargle
  authors:
  - family-names: Bryan
    given-names: Jennifer
    email: jenny@posit.co
    orcid: https://orcid.org/0000-0002-6983-2759
  - family-names: Citro
    given-names: Craig
    email: craigcitro@google.com
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  year: '2025'
  doi: 10.32614/CRAN.package.gargle
- type: software
  title: httr
  abstract: 'httr: Tools for Working with URLs and HTTP'
  notes: Suggests
  url: https://httr.r-lib.org/
  repository: https://CRAN.R-project.org/package=httr
  authors:
  - family-names: Wickham
    given-names: Hadley
    email: hadley@posit.co
  year: '2025'
  doi: 10.32614/CRAN.package.httr
- type: software
  title: digest
  abstract: 'digest: Create Compact Hash Digests of R Objects'
  notes: Suggests
  url: https://dirk.eddelbuettel.com/code/digest.html
  repository: https://CRAN.R-project.org/package=digest
  authors:
  - family-names: Eddelbuettel
    given-names: Dirk
    email: edd@debian.org
    orcid: https://orcid.org/0000-0001-6419-907X
  year: '2025'
  doi: 10.32614/CRAN.package.digest
- 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
- type: software
  title: future
  abstract: 'future: Unified Parallel and Distributed Processing in R for Everyone'
  notes: Suggests
  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
- type: software
  title: terra
  abstract: 'terra: Spatial Data Analysis'
  notes: Suggests
  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
- 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: 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: 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: png
  abstract: 'png: Read and write PNG images'
  notes: Suggests
  url: http://www.rforge.net/png/
  repository: https://CRAN.R-project.org/package=png
  authors:
  - family-names: Urbanek
    given-names: Simon
    email: Simon.Urbanek@r-project.org
  year: '2025'
  doi: 10.32614/CRAN.package.png
- type: software
  title: googleCloudStorageR
  abstract: 'googleCloudStorageR: Interface with Google Cloud Storage API'
  notes: Suggests
  url: https://code.markedmondson.me/googleCloudStorageR/
  repository: https://CRAN.R-project.org/package=googleCloudStorageR
  authors:
  - family-names: Edmondson
    given-names: Mark
    email: r@sunholo.com
    orcid: https://orcid.org/0000-0002-8434-3881
  year: '2025'
  doi: 10.32614/CRAN.package.googleCloudStorageR
- type: software
  title: leaflet.extras2
  abstract: 'leaflet.extras2: Extra Functionality for ''leaflet'' Package'
  notes: Suggests
  url: https://trafficonese.github.io/leaflet.extras2/
  repository: https://CRAN.R-project.org/package=leaflet.extras2
  authors:
  - family-names: Sebastian
    given-names: Gatscha
    email: sebastian_gatscha@gmx.at
  year: '2025'
  doi: 10.32614/CRAN.package.leaflet.extras2
- type: software
  title: spelling
  abstract: 'spelling: Tools for Spell Checking in R'
  notes: Suggests
  url: https://ropensci.r-universe.dev/spelling
  repository: https://CRAN.R-project.org/package=spelling
  authors:
  - family-names: Ooms
    given-names: Jeroen
    email: jeroenooms@gmail.com
    orcid: https://orcid.org/0000-0002-4035-0289
  - family-names: Hester
    given-names: Jim
    email: james.hester@rstudio.com
  year: '2025'
  doi: 10.32614/CRAN.package.spelling
- type: software
  title: raster
  abstract: 'raster: Geographic Data Analysis and Modeling'
  notes: Suggests
  url: https://rspatial.org/raster
  repository: https://CRAN.R-project.org/package=raster
  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.raster

Owner metadata

• Name: r-spatial
• Login: r-spatial
• Email:
• Kind: organization
• Description: For packages raster, terra, dismo & geosphere visit the rspatial github organisation (mind the missing '-')
• Website: https://github.com/r-spatial
• Location:
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/25086656?v=4
• Repositories: 43
• Last ynced at: 2025-03-31T15:24:52.010Z
• Profile URL: https://github.com/r-spatial

GitHub Events

Total

• Issues event: 22
• Watch event: 57
• Issue comment event: 39
• Push event: 121
• Pull request review event: 4
• Pull request review comment event: 4
• Pull request event: 12
• Fork event: 9
• Create event: 1

Last Year

• Issues event: 21
• Watch event: 54
• Issue comment event: 36
• Push event: 113
• Pull request review event: 4
• Pull request review comment event: 4
• Pull request event: 12
• Fork event: 9
• Create event: 1

Committers metadata

Last synced: 5 days ago

Committer domains:

• zhaw.ch: 1
• maslab.aitech.ac.jp: 1
• tudelft.nl: 1
• unmsm.edu.pe: 1
• github.com: 1

Issue and Pull Request metadata

Last synced: 6 days ago

Package metadata

• Total packages: 2
• Total downloads:
  • cran: 5,611 last-month
• Total docker downloads: 21,622
• Total dependent packages: 3 (may contain duplicates)
• Total dependent repositories: 13 (may contain duplicates)
• Total versions: 14
• Total maintainers: 1

Dependencies

Score: 19.99476692267044