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. 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: 1.0.0
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: 2019-04-24
Author: BSC-CNS [cph], Louis-Philippe Caron ORCID iD [aut], Jost von Hardenberg ORCID iD [aut], Nuria Perez-Zanon [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_1.0.0.tar.gz
Windows binaries: r-devel: CSTools_1.0.0.zip, r-release: CSTools_1.0.0.zip, r-oldrel: CSTools_1.0.0.zip
OS X binaries: r-release: CSTools_1.0.0.tgz, r-oldrel: CSTools_1.0.0.tgz

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