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The R package ag5Tools is a toolbox to download and extract data from the “Agrometeorological indicators from 1979 to present derived from reanalysis” dataset (AgERA5).
https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.6c68c9bb?tab=overview
The download function provides programmatic access to the Copernicus Climate Data Store to download AgERA5 data.
A detailed description can be found in the companion paper: https://doi.org/10.1016/j.softx.2022.101267
The ag5Tools package does not distribute data, it only provides access to Climate Data Store through the python cdsapi.
For specific details about the license agreement on downloading and using the data please check the license at: https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf
The stable version of ag5Tools can be installed from CRAN using
install.packages("ag5Tools")The development version could be installed using
devtools::install_github("agrdatasci/ag5Tools", build_vignettes = TRUE)Before using the ag5Tools package, you need to intall Python and the CDS API, please see the details here: https://cds.climate.copernicus.eu/api-how-to.
To download AgERA5 data you should first register at the Climate Data Store and get your API key. Please follow the instructions in: https://cds.climate.copernicus.eu/api-how-to
You need to create a file to store the API key, following the instructions from: https://cds.climate.copernicus.eu/api-how-to.
The following example downloads daily ‘2m_temperature’ data for year 2015
ag5_download(variable = "2m_temperature",
statistic = "night_time_minimum",
day = "all",
month = "all",
year = 2015,
path = "C:/custom_target_folder"
)To extract maximum day temperature (“Max-Day-Time”) of “2m_temperature”
ag5_extract(coords = c(35.726364, -2.197162),
dates = "1995-01-23",
variable = "2m_temperature",
statistic = "Max-Day-Time",
path = "C:/agera5_data")The ag5Tools package relies on the functionality available from other open source packages.
The Python cdsapi
The R package reticulate is used to access the Python CDS API functions from R.
The R package terra is used to extract data from nc files.
The R package fs is used for efficiently search and list files.
Please be aware that ag5Tools is released under MIT license, please find details in the MIT license document
To cite the ag5Tools in scientific publications please use:
Brown, D., de Sousa, K., & van Etten, J. (2023). ag5Tools: An R package for downloading and extracting agrometeorological data from the AgERA5 database. SoftwareX, 21, 101267. https://doi.org/10.1016/j.softx.2022.101267
Please note that the ag5Tools project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.