CSTools: Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales

Exploits dynamical seasonal forecasts in order to provide information relevant to stakeholders at the seasonal timescale. The package contains process-based methods for forecast calibration, bias correction, statistical and stochastic downscaling, optimal forecast combination and multivariate verification, as well as basic and advanced tools to obtain tailored products. This package was developed in the context of the ERA4CS project MEDSCOPE. Doblas-Reyes et al. (2005) <doi:10.1111/j.1600-0870.2005.00104.x>. Mishra et al. (2018) <doi:10.1007/s00382-018-4404-z>. Terzago et al. (2018) <doi:10.5194/nhess-18-2825-2018>. Torralba et al. (2017) <doi:10.1175/JAMC-D-16-0204.1>. D'Onofrio et al. (2014) <doi:10.1175/JHM-D-13-096.1>.

Version: 1.0.1
Depends: R (≥ 3.2.0), maps
Imports: s2dverification, rainfarmr, multiApply, ncdf4, plyr, abind, data.table, reshape2, ggplot2, graphics, grDevices, stats, utils
Suggests: zeallot, testthat, knitr, rmarkdown
Published: 2019-06-19
Author: BSC-CNS [cph], Louis-Philippe Caron ORCID iD [aut], Jost von Hardenberg ORCID iD [aut], Nuria Perez-Zanon ORCID iD [aut, cre], Llorenç LLedo [aut], Nicolau Manubens [aut], Niti Mishra [ctb], Veronica Torralba [aut], Deborah Verfaillie [aut], Lauriane Batte [ctb], Jesus Peña [ctb], Bert van Schaeybroeck [ctb]
Maintainer: Nuria Perez-Zanon <nuria.perez at bsc.es>
License: Apache License 2.0
NeedsCompilation: no
Materials: README
CRAN checks: CSTools results

Downloads:

Reference manual: CSTools.pdf
Vignettes: Multi-model Skill Assessment
Multivariate RMSE
RainFARM
Package source: CSTools_1.0.1.tar.gz
Windows binaries: r-devel: CSTools_1.0.1.zip, r-release: CSTools_1.0.1.zip, r-oldrel: CSTools_1.0.1.zip
OS X binaries: r-release: CSTools_1.0.1.tgz, r-oldrel: CSTools_1.0.1.tgz
Old sources: CSTools archive

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