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clim4health: Post-Processing of Climate Data for Health Applications

Obtain, transform and export climate data including reanalyses, (seasonal) forecasts and hindcasts, and weather stations for their use in epidemiological analyses. It is organised in three sequential blocks, input (download and load data), transform (downscaling, verification, spatiotemporal aggregation and threshold-based indicators) and output (visualising and exporting data). Downscaling methods include those described in Duzenli et al. (2026) <doi:10.1038/s41598-026-45067-2> and verification methods are based on those in Manubens et al. (2018) <doi:10.1016/j.envsoft.2018.01.018>.

Version: 0.1.0
Imports: CSTools, ecmwfr, ggplot2, GHRexplore, lubridate, s2dv, sf, stars, terra, data.table, units, CSDownscale, ncdf4, ggpattern, startR, rlang
Suggests: testthat (≥ 3.0.0), spData, cubelyr, knitr, withr, rmarkdown
Published: 2026-06-30
DOI: 10.32614/CRAN.package.clim4health (may not be active yet)
Author: Emily Ball ORCID iD [aut], Carles Milà ORCID iD [aut, cre], Alba Llabrés ORCID iD [aut], Raul Capellan [aut], Rebeca Nunes ORCID iD [aut], Daniela Lührsen ORCID iD [aut], Anna B. Kawiecki ORCID iD [aut], Rachel Lowe ORCID iD [aut]
Maintainer: Carles Milà <carles.milagarcia at bsc.es>
BugReports: https://gitlab.earth.bsc.es/ghr/clim4health/-/issues
License: AGPL (≥ 3)
URL: https://gitlab.earth.bsc.es/ghr/clim4health, https://bsc-es.github.io/GHRtools/docs/clim4health/clim4health
NeedsCompilation: no
SystemRequirements: CDO (Climate Data Operators, https://code.mpimet.mpg.de/projects/cdo), NCO (NetCDF Operators, https://nco.sourceforge.net/)
Materials: README, NEWS
CRAN checks: clim4health results

Documentation:

Reference manual: clim4health.html , clim4health.pdf
Vignettes: clim4health downscale (source, R code)
clim4health get (source, R code)
clim4health glossary (source, R code)
clim4health overview (source, R code)
Introduction to s2dv_cube objects (source, R code)
clim4health verification (source, R code)

Downloads:

Package source: clim4health_0.1.0.tar.gz
Windows binaries: r-devel: clim4health_0.1.0.zip, r-release: not available, r-oldrel: clim4health_0.1.0.zip
macOS binaries: r-release (arm64): clim4health_0.1.0.tgz, r-oldrel (arm64): clim4health_0.1.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=clim4health to link to this page.

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.
Health stats visible at Monitor.