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>.

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 ird.fr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
URL:	www.r-project.org
NeedsCompilation:	no
CRAN checks:	MetGen results

Documentation:

Reference manual:

MetGen.pdf

Downloads:

Package source:	MetGen_0.5.tar.gz
Windows binaries:	r-devel: MetGen_0.5.zip, r-release: MetGen_0.5.zip, r-oldrel: MetGen_0.5.zip
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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