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>.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("MetGen")

0.5 by Nesrine Farhani, a year ago


www.r-project.org


Browse source code at https://github.com/cran/MetGen


Authors: Julie Carreau , Nesrine Farhani


Documentation:   PDF Manual  


GPL (>= 2.0) license


Depends on chron, glmnet, MASS


See at CRAN