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earth2studio.perturbation: Perturbations#

Perturbation methods are components that generate random noise. Typically these are used for perturbing state fields when creating ensemble forecasts.

perturbation.Brown

Lat/Lon 2D brown noise

perturbation.BredVector

Bred Vector perturbation method, a classical technique for pertubations in ensemble forecasting.

perturbation.Gaussian

Standard Gaussian peturbation

perturbation.SphericalGaussian

Gaussian random field on the sphere with Matern covariance peturbation method output to a lat lon grid

perturbation.Zero

No perturbation scheme