Bimodal fields

We provide two transformations to obtain bimodal distributions:

Both transformations will preserve the mean and variance of the given field by default.

See: transform.normal_to_arcsin and transform.normal_to_uquad

Field 2D structured: (100, 100)
import gstools as gs

# structured field with a size of 100x100 and a grid-size of 1x1
x = y = range(100)
model = gs.Gaussian(dim=2, var=1, len_scale=10)
srf = gs.SRF(model, seed=20170519)
field = srf.structured([x, y])
srf.transform("normal_to_arcsin")  # also "arcsin" works

Total running time of the script: ( 0 minutes 0.812 seconds)

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