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:
ensembleMOS_0.8.2.tar.gz
ensembleMOS_0.8.2.zip(r-4.5)ensembleMOS_0.8.2.zip(r-4.4)ensembleMOS_0.8.2.zip(r-4.3)
ensembleMOS_0.8.2.tgz(r-4.4-any)ensembleMOS_0.8.2.tgz(r-4.3-any)
ensembleMOS_0.8.2.tar.gz(r-4.5-noble)ensembleMOS_0.8.2.tar.gz(r-4.4-noble)
ensembleMOS_0.8.2.tgz(r-4.4-emscripten)ensembleMOS_0.8.2.tgz(r-4.3-emscripten)
ensembleMOS.pdf |ensembleMOS.html✨
ensembleMOS/json (API)
| # Install 'ensembleMOS' in R: |
| install.packages('ensembleMOS', repos = c('https://sbaran0225.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:12ed4fd766. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 16 2024 |
| R-4.5-win | OK | Sep 16 2024 |
| R-4.5-linux | OK | Sep 16 2024 |
| R-4.4-win | OK | Sep 16 2024 |
| R-4.4-mac | OK | Sep 16 2024 |
| R-4.3-win | OK | Sep 16 2024 |
| R-4.3-mac | OK | Sep 16 2024 |
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 page | Topics |
|---|---|
| Brier Score | brierScore brierScore.ensembleMOScsg0 brierScore.ensembleMOSgev0 brierScore.fitMOScsg0 brierScore.fitMOSgev0 |
| Cummulative distribution function for ensemble forcasting models | cdf 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 models | controlMOScsg0 |
| Control parameters for censored generalized extreme value distribution EMOS models | controlMOSgev0 |
| Control parameters for log-normal EMOS models | controlMOSlognormal |
| Control parameters for Gaussian (normal) EMOS models | controlMOSnormal |
| Control parameters for truncated normal EMOS models | controlMOStruncnormal |
| Continuous Ranked Probability Score | crps crps.ensembleMOScsg0 crps.ensembleMOSgev0 crps.ensembleMOSlognormal crps.ensembleMOSnormal crps.ensembleMOStruncnormal crps.fitMOScsg0 crps.fitMOSgev0 crps.fitMOSlognormal crps.fitMOSnormal crps.fitMOStruncnormal |
| EMOS modeling | ensembleMemberLabels 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 modeling | ensembleMOScsg0 |
| Censored generalized extreme value distribution EMOS modeling | ensembleMOSgev0 |
| Log-normal EMOS modeling | ensembleMOSlognormal |
| Gaussian (normal) EMOS modeling | ensembleMOSnormal |
| Truncated normal EMOS modeling | ensembleMOStruncnormal |
| EMOS model fit to a training set | fitMOS |
| Censored and shifted gamma EMOS modeling | fitMOScsg0 |
| Censored generalized extreme value distribution EMOS modeling | fitMOSgev0 |
| Log-normal EMOS model fit to a training set | fitMOSlognormal |
| Gaussian (normal) EMOS model fit to a training set | fitMOSnormal |
| Truncated normal EMOS model fit to a training set | fitMOStruncnormal |
| Forecast distribution parameters | pars pars.ensembleMOScsg0 pars.ensembleMOSgev0 pars.ensembleMOSlognormal pars.ensembleMOSnormal pars.ensembleMOStruncnormal pars.fitMOScsg0 pars.fitMOSgev0 pars.fitMOSlognormal pars.fitMOSnormal pars.fitMOStruncnormal |
| Quantile forecasts at observation locations | quantileForecast quantileForecast.ensembleMOScsg0 quantileForecast.ensembleMOSgev0 quantileForecast.ensembleMOSlognormal quantileForecast.ensembleMOSnormal quantileForecast.ensembleMOStruncnormal quantileForecast.fitMOScsg0 quantileForecast.fitMOSgev0 quantileForecast.fitMOSlognormal quantileForecast.fitMOSnormal quantileForecast.fitMOStruncnormal |
| Extract Training Data | trainingData |
