gstools.transform.array_to_uniform

gstools.transform.array_to_uniform(field, mean=None, var=None, low=0.0, high=1.0)[source]

Transform normal distribution to uniform distribution on [low, high].

Parameters:

  • field (numpy.ndarray) – Normal distributed values.

  • mean (float or None, optional) – Mean of the given field. If None is given, the mean will be calculated. Default: None

  • var (float or None, optional) – Variance of the given field. If None is given, the variance will be calculated. Default: None

  • low (float, optional) – Lower bound for the uniform distribution. Default: 0.0

  • high (float, optional) – Upper bound for the uniform distribution. Default: 1.0

Returns:

Transformed field.

Return type:

numpy.ndarray