musica: Multiscale Climate Model Assessment

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Provides functions allowing for (1) easy aggregation of multivariate time series into custom time scales, (2) comparison of statistical summaries between different data sets at multiple time scales (e.g. observed and bias-corrected data), (3) comparison of relations between variables and/or different data sets at multiple time scales (e.g. correlation of precipitation and temperature in control and scenario simulation) and (4) transformation of time series at custom time scales.

Author
Martin Hanel [aut, cre]
Date of publication
2016-09-03 10:01:12
Maintainer
Martin Hanel <hanel@fzp.czu.cz>
License
GPL-2
Version
0.1.3

View on CRAN

Man pages

basin_PT
Basin average observed and simulated daily precipitation and...
codes
Conversion between period specification and codes
compare
Compare decomposed variables
decomp
Decomposition of time-series
difs
Functions for evaluating distance between variables
m2s
Indication of a season
msTrans_abs
Multiscale quantile mapping bias correction
msTrans_dif
Multiscale delta method
musica-package
An R package for multiscale climate model assessment
prob
Evaluation of empirical cumulative distribution function
Q
Convenience function for calculation of quantiles
tscale
Convert averaging length code to hours
vcompare
Assess the relations between two decomposed variables

Files in this package

musica
musica/inst
musica/inst/doc
musica/inst/doc/using_musica.Rmd
musica/inst/doc/using_musica.R
musica/inst/doc/using_musica.html
musica/NAMESPACE
musica/data
musica/data/basin_PT.rda
musica/R
musica/R/data.R
musica/R/musica.R
musica/R/transforms.R
musica/vignettes
musica/vignettes/using_musica.Rmd
musica/vignettes/references.bib
musica/vignettes/data.RData
musica/MD5
musica/build
musica/build/vignette.rds
musica/DESCRIPTION
musica/man
musica/man/tscale.Rd
musica/man/codes.Rd
musica/man/difs.Rd
musica/man/prob.Rd
musica/man/vcompare.Rd
musica/man/decomp.Rd
musica/man/Q.Rd
musica/man/compare.Rd
musica/man/musica-package.Rd
musica/man/basin_PT.Rd
musica/man/msTrans_dif.Rd
musica/man/msTrans_abs.Rd
musica/man/m2s.Rd