Package: MetGen 0.5
Nesrine Farhani
MetGen: Stochastic Weather Generator
An adaptation of the multi-variable stochastic weather generator proposed in 'Rglimclim' to perform gap-filling and temporal extension at sub-daily resolution. Simulation is performed based on large scale variables and climatic observation data that could be generated from different gauged stations having geographical proximity. SWG relies on reanalyses. Multi-variable dependence is taking into account by using the decomposition of the product rule (in statistics) into conditional probabilities. See <https://hal.archives-ouvertes.fr/hal-02554676>.
Authors:
MetGen_0.5.tar.gz
MetGen_0.5.tar.gz(r-4.5-noble)MetGen_0.5.tar.gz(r-4.4-noble)
MetGen_0.5.tgz(r-4.4-emscripten)MetGen_0.5.tgz(r-4.3-emscripten)
MetGen.pdf |MetGen.html✨
MetGen/json (API)
| # Install 'MetGen' in R: |
| install.packages('MetGen', repos = 'https://cloud.r-project.org') |
- myclimatic_data - Climatic data
- mycovariates - Covariates data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 years agofrom:68ec4ea44b. Checks:2 OK, 1 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 08 2025 |
| R-4.5-linux | NOTE | Mar 08 2025 |
| R-4.4-linux | OK | Mar 08 2025 |
Exports:diurnal.effectfit.glmfit.lassoformating.varimputation.laggedlagged.effectmovave.effectprojection.laggedrm.bufferseasonal.effectsim.glmspatave.effect
Dependencies:chroncodetoolsforeachglmnetiteratorslatticeMASSMatrixRcppRcppEigenshapesurvival
Citation
To cite package ‘MetGen’ in publications use:
Carreau J, Farhani N (2020). MetGen: Stochastic Weather Generator. R package version 0.5, https://CRAN.R-project.org/package=MetGen.
ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.
Corresponding BibTeX entry:
@Manual{,
title = {MetGen: Stochastic Weather Generator},
author = {Julie Carreau and Nesrine Farhani},
year = {2020},
note = {R package version 0.5},
url = {https://CRAN.R-project.org/package=MetGen},
}
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Stochastic Weather Generator | MetGen-package MetGen |
| diurnal and seasonal effects | diurnal.effect seasonal.effect |
| Fitting Generalized Linear Models | fit.glm |
| Lasso regression | fit.lasso |
| Format variables | formating.var |
| Imputation | imputation.lagged |
| lag effect | lagged.effect |
| Moving average | movave.effect |
| climatic data | myclimatic_data |
| Covariates data | mycovariates |
| climatic variable simulation | projection.lagged |
| Remove buffer | rm.buffer |
| Simulation of glm | sim.glm |
| Spatial average | spatave.effect |