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CSIndicators: Climate Services' Indicators Based on Sub-Seasonal to DecadalPredictions

Set of generalised tools for the flexible computation of climate related indicators defined by the user. Each method represents a specific mathematical approach which is combined with the possibility to select an arbitrary time period to define the indicator. This enables a wide range of possibilities to tailor the most suitable indicator for each particular climate service application (agriculture, food security, energy, water management, health...). This package is intended for sub-seasonal, seasonal and decadal climate predictions, but its methods are also applicable to other time-scales, provided the dimensional structure of the input is maintained. Additionally, the outputs of the functions in this package are compatible with 'CSTools'. This package is described in Pérez-Zanón et al. (2023) <doi:10.1016/j.cliser.2023.100393> and it was developed in the context of H2020 MED-GOLD (776467) and S2S4E (776787) projects. See Lledó et al. (2019) <doi:10.1016/j.renene.2019.04.135> and Chou et al., 2023 <doi:10.1016/j.cliser.2023.100345> for details.

Version:1.1.3
Depends:R (≥ 3.6.0)
Imports:multiApply (≥ 2.1.1), stats,ClimProjDiags,CSTools,SPEI,lmom,lmomco,zoo,s2dv
Suggests:testthat,knitr,markdown,rmarkdown
Published:2025-11-24
DOI:10.32614/CRAN.package.CSIndicators
Author:Theertha Kariyathan [cre], Victòria Agudetse [ctb], Eva Rifà [ctb], Nuria Perez-ZanonORCID iD [aut], Chou Chihchung [aut], Llorenç Lledó [aut], González-Reviriego Nube [ctb], Marcos Raül [ctb], Palma Lluis [ctb], An-Chi Ho [ctb], Javier Corvillo [ctb], BSC-CNS [cph]
Maintainer:Theertha Kariyathan <theertha.kariyathan at bsc.es>
BugReports:https://gitlab.earth.bsc.es/es/csindicators/-/issues
License:GPL-3
URL:https://gitlab.earth.bsc.es/es/csindicators/
NeedsCompilation:no
Citation:CSIndicators citation info
Materials:README,NEWS
CRAN checks:CSIndicators results

Documentation:

Reference manual:CSIndicators.html ,CSIndicators.pdf
Vignettes:Agricultural Indicators (source)
Energy Indicators (source)

Downloads:

Package source: CSIndicators_1.1.3.tar.gz
Windows binaries: r-devel:CSIndicators_1.1.3.zip, r-release:CSIndicators_1.1.3.zip, r-oldrel:CSIndicators_1.1.3.zip
macOS binaries: r-release (arm64):CSIndicators_1.1.3.tgz, r-oldrel (arm64):CSIndicators_1.1.3.tgz, r-release (x86_64):CSIndicators_1.1.3.tgz, r-oldrel (x86_64):CSIndicators_1.1.3.tgz
Old sources: CSIndicators archive

Linking:

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