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 <>.

Version: 0.5
Depends: R (≥ 3.5.0), chron, glmnet, MASS
Published: 2020-06-04
DOI: 10.32614/CRAN.package.MetGen
Author: Julie Carreau, Nesrine Farhani
Maintainer: Nesrine Farhani <nesrine.farhani at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
NeedsCompilation: no
CRAN checks: MetGen results


Reference manual: MetGen.pdf


Package source: MetGen_0.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): MetGen_0.5.tgz, r-oldrel (arm64): MetGen_0.5.tgz, r-release (x86_64): MetGen_0.5.tgz, r-oldrel (x86_64): MetGen_0.5.tgz


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