Package: ensembleMOS 0.8.2

ensembleMOS: Ensemble Model Output Statistics

Ensemble Model Output Statistics to create probabilistic forecasts from ensemble forecasts and weather observations.

Authors:RA Yuen, Sandor Baran, Chris Fraley, Tilmann Gneiting, Sebastian Lerch, Michael Scheuerer, Thordis Thorarinsdottir

ensembleMOS_0.8.2.tar.gz
ensembleMOS_0.8.2.zip(r-4.7)ensembleMOS_0.8.2.zip(r-4.6)ensembleMOS_0.8.2.zip(r-4.5)
ensembleMOS_0.8.2.tgz(r-4.6-any)ensembleMOS_0.8.2.tgz(r-4.5-any)
ensembleMOS_0.8.2.tar.gz(r-4.7-any)ensembleMOS_0.8.2.tar.gz(r-4.6-any)
ensembleMOS_0.8.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ensembleMOS/json (API)

# Install 'ensembleMOS' in R:
install.packages('ensembleMOS', repos = c('https://sbaran0225.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.67 score 1 stars 47 scripts 181 downloads 69 exports 3 dependencies

Last updated from:12ed4fd766. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK147
source / vignettesOK146
linux-release-x86_64OK161
macos-release-arm64OK157
macos-oldrel-arm64OK161
windows-develOK80
windows-releaseOK86
windows-oldrelOK84
wasm-releaseOK102

Exports:brierScorebrierScore.ensembleMOScsg0brierScore.ensembleMOSgev0brierScore.fitMOScsg0brierScore.fitMOSgev0cdfcdf.ensembleMOScsg0cdf.ensembleMOSgev0cdf.ensembleMOSlognormalcdf.ensembleMOSnormalcdf.ensembleMOStruncnormalcdf.fitMOScsg0cdf.fitMOSgev0cdf.fitMOSlognormalcdf.fitMOSnormalcdf.fitMOStruncnormalcontrolMOScsg0controlMOSgev0controlMOSlognormalcontrolMOSnormalcontrolMOStruncnormalcrpscrps.ensembleMOScsg0crps.ensembleMOSgev0crps.ensembleMOSlognormalcrps.ensembleMOSnormalcrps.ensembleMOStruncnormalcrps.fitMOScsg0crps.fitMOSgev0crps.fitMOSlognormalcrps.fitMOSnormalcrps.fitMOStruncnormalensembleMOSensembleMOScsg0ensembleMOSgev0ensembleMOSlognormalensembleMOSnormalensembleMOStruncnormalfitMOSfitMOScsg0fitMOSgev0fitMOSlognormalfitMOSnormalfitMOStruncnormalgetExchangeablegetHHparspars.ensembleMOScsg0pars.ensembleMOSgev0pars.ensembleMOSlognormalpars.ensembleMOSnormalpars.ensembleMOStruncnormalpars.fitMOScsg0pars.fitMOSgev0pars.fitMOSlognormalpars.fitMOSnormalpars.fitMOStruncnormalquantileForecastquantileForecast.ensembleMOScsg0quantileForecast.ensembleMOSgev0quantileForecast.ensembleMOSlognormalquantileForecast.ensembleMOSnormalquantileForecast.ensembleMOStruncnormalquantileForecast.fitMOScsg0quantileForecast.fitMOSgev0quantileForecast.fitMOSlognormalquantileForecast.fitMOSnormalquantileForecast.fitMOStruncnormaltrainingData

Dependencies:chronensembleBMAevd

Readme and manuals

Help Manual

Help pageTopics
Brier ScorebrierScore brierScore.ensembleMOScsg0 brierScore.ensembleMOSgev0 brierScore.fitMOScsg0 brierScore.fitMOSgev0
Cummulative distribution function for ensemble forcasting modelscdf cdf.ensembleMOScsg0 cdf.ensembleMOSgev0 cdf.ensembleMOSlognormal cdf.ensembleMOSnormal cdf.ensembleMOStruncnormal cdf.fitMOScsg0 cdf.fitMOSgev0 cdf.fitMOSlognormal cdf.fitMOSnormal cdf.fitMOStruncnormal
Control parameters for censored and shifted gamma EMOS modelscontrolMOScsg0
Control parameters for censored generalized extreme value distribution EMOS modelscontrolMOSgev0
Control parameters for log-normal EMOS modelscontrolMOSlognormal
Control parameters for Gaussian (normal) EMOS modelscontrolMOSnormal
Control parameters for truncated normal EMOS modelscontrolMOStruncnormal
Continuous Ranked Probability Scorecrps crps.ensembleMOScsg0 crps.ensembleMOSgev0 crps.ensembleMOSlognormal crps.ensembleMOSnormal crps.ensembleMOStruncnormal crps.fitMOScsg0 crps.fitMOSgev0 crps.fitMOSlognormal crps.fitMOSnormal crps.fitMOStruncnormal
EMOS modelingensembleMemberLabels ensembleMemberLabels.ensembleData ensembleMOS ensembleNobs ensembleNobs.ensembleData ensembleObsLabels ensembleObsLabels.ensembleData ensembleSize ensembleSize.ensembleData ensembleValidDates ensembleValidDates.ensembleData ensembleVerifObs ensembleVerifObs.ensembleData getExchangeable getHH matchEnsembleMembers matchEnsembleMembers.ensembleMOSnormal matchEnsembleMembers.fitMOSnormal matchITandFH matchITandFH.default
Censored and shifted gamma EMOS modelingensembleMOScsg0
Censored generalized extreme value distribution EMOS modelingensembleMOSgev0
Log-normal EMOS modelingensembleMOSlognormal
Gaussian (normal) EMOS modelingensembleMOSnormal
Truncated normal EMOS modelingensembleMOStruncnormal
EMOS model fit to a training setfitMOS
Censored and shifted gamma EMOS modelingfitMOScsg0
Censored generalized extreme value distribution EMOS modelingfitMOSgev0
Log-normal EMOS model fit to a training setfitMOSlognormal
Gaussian (normal) EMOS model fit to a training setfitMOSnormal
Truncated normal EMOS model fit to a training setfitMOStruncnormal
Forecast distribution parameterspars pars.ensembleMOScsg0 pars.ensembleMOSgev0 pars.ensembleMOSlognormal pars.ensembleMOSnormal pars.ensembleMOStruncnormal pars.fitMOScsg0 pars.fitMOSgev0 pars.fitMOSlognormal pars.fitMOSnormal pars.fitMOStruncnormal
Quantile forecasts at observation locationsquantileForecast quantileForecast.ensembleMOScsg0 quantileForecast.ensembleMOSgev0 quantileForecast.ensembleMOSlognormal quantileForecast.ensembleMOSnormal quantileForecast.ensembleMOStruncnormal quantileForecast.fitMOScsg0 quantileForecast.fitMOSgev0 quantileForecast.fitMOSlognormal quantileForecast.fitMOSnormal quantileForecast.fitMOStruncnormal
Extract Training DatatrainingData