Stochastic Weather Generator
diurnal and seasonal effects
Fitting Generalized Linear Models
Lasso regression
Format variables
Imputation
lag effect
tools:::Rd_package_title("MetGen")
Moving average
climatic variable simulation
Remove buffer
Simulation of glm
Spatial average
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>.