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 <>.


Reference manual

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0.5 by Nesrine Farhani, a year ago

Browse source code at

Authors: Julie Carreau , Nesrine Farhani

Documentation:   PDF Manual  

GPL (>= 2.0) license

Depends on chron, glmnet, MASS

See at CRAN