Description
Makes it Easier to Work with Daily 'netCDF' from EURO-CORDEX RCMs.
Description
Daily 'netCDF' data from e.g. regional climate models (RCMs) are not trivial to work with. This package, which relies on 'data.table', makes it easier to deal with large data from RCMs, such as from EURO-CORDEX (<https://www.euro-cordex.net/>, <https://cordex.org/data-access/>). It has functions to extract single grid cells from rotated pole grids as well as the whole array in long format. Can handle non-standard calendars (360, noleap) and interpolate them to a standard one. Potentially works with many CF-conform 'netCDF' files.
README.md
eurocordexr 
Overview
A package developped to make life easier working with daily netcdf files from the EURO-CORDEX RCMs. Relies on data.table to do the heavy data lifting.
Works with many CF-conform netCDF files, like from CMIP, and others, too!
Main components:
- extract the whole array of a variable in long format, optionally subset by dates:
nc_grid_to_dt() - can deal with non-standard calendars (360, noleap) and interpolate them
- get and check list of EURO-CORDEX .nc files:
get_inventory(), and CMIP5 (get_inventory_cmip5()) - extract single grid cells (e.g. for stations) from rotated pole grid:
rotpole_nc_point_to_dt() - raw backbone to extract curvilinear netcdf array to long format:
nc_grid_to_dt_raw()
Alternatives:
The stars and terra (previously raster) packages can be used similarly, although the functionality for rotated pole grids and non-standard calendars might be different.
Examples
See the article on how to read rotated-pole grids for some usage examples.
Installation
Get the CRAN version:
# from CRAN
install.packages("eurocordexr")
Or get the latest (development) version from github:
# from github
# install.packages("pak")
pak::pak("mitmat/eurocordexr")
Requires netCDF system libraries.
Contribution and help
Any ideas and suggestions are welcome! Feel free to contact me or open issues in github.