TransformToEDR

class rojak.turbulence.analysis.TransformToEDR(computed_diagnostic: DataArray, mean: float | None = None, variance: float | None = None, c1: float | None = None, c2: float | None = None)

Bases: PostProcessor

Transforms turbulence diagnostic values into EDR

Using the mean and variance of the log-normal distribution of the turbulence diagnostic from the calibration dataset, converts turbulence diagnostic values into EDR. An implementation of the methodology described in [Sharman2017].

Parameters:

• computed_diagnostic (DataArray)

• mean (float | None)

• variance (float | None)

• c1 (float | None)

• c2 (float | None)

__init__(computed_diagnostic: DataArray, mean: float | None = None, variance: float | None = None, c1: float | None = None, c2: float | None = None) → None

Parameters:

• computed_diagnostic (DataArray)

• mean (float | None)

• variance (float | None)

• c1 (float | None)

• c2 (float | None)

Return type:

None

Methods

__init__(computed_diagnostic[, mean, ...])
execute()