Multivariate Weather-State Approach Conditionally Skew-Normal Generator

A multivariate weather generator for daily climate variables based on weather-states (Flecher et al. (2010) ). It uses a Markov chain for modeling the succession of weather states. Conditionally to the weather states, the multivariate variables are modeled using the family of Complete Skew-Normal distributions. Parameters are estimated on measured series. Must include the variable 'Rain' and can accept as many other variables as desired.


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("WACS")

1.2.0 by Ronan Trépos, 4 months ago


https://forge.inrae.fr/rtrepos/weathergen


Report a bug at https://forge.inrae.fr/rtrepos/weathergen/-/issues


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


Authors: Denis Allard [aut] , Ronan Trépos [aut, cre] (ORCID:


Documentation:   PDF Manual  


GPL (>= 2.0) license


Imports mclust, mnormt, tmvtnorm, mvtnorm


See at CRAN