StochasticWeatherGenerators

A Julia package, to define, fit and use a Stochastic Weather Generator (SWG) as proposed in the Interpretable Seasonal Hidden Markov Model for spatio-temporal stochastic rain generation in France paper. This SWG relies on some "Seasonal Hidden Markov Models" currently implemented in the package SmoothPeriodicStatsModels.jl.

[!NOTE] The objective of this package is not only to show my model, but also to propose several classic (and newer) SWG model. Hence, feel free to open an issue or open PR with ideas and models. This would allow easy model comparison and, in some cases, combination. I'll try to implement the simple (and historic) model, i.e. the Richardson - Water resources research, 1981.

Go check the documentation and the fully reproducible tutorial associated with the paper.