TurbulentRegionsBySeverity#

class rojak.turbulence.analysis.TurbulentRegionsBySeverity(computed_diagnostic, pressure_levels, severities, thresholds, threshold_mode, has_parent=False)[source]#

Computes turbulent regions by severity for a given turbulence diagnostic

Based on the thresholds for a given turbulence diagnostic, performs a binary classification of whether turbulence is present.

Parameters:
__init__(computed_diagnostic, pressure_levels, severities, thresholds, threshold_mode, has_parent=False)[source]#
Parameters:

  • computed_diagnostic (DataArray) – Computed diagnostic values

  • pressure_levels (list[float]) – Pressure levels to compute turbulent regions for

  • severities (list[TurbulenceSeverity]) – Turbulence severities to compute the boolean mask for

  • thresholds (TurbulenceThresholds) – Thresholds used to determine each severity

  • threshold_mode (TurbulenceThresholdMode) – Whether the thresholds are bounded intervals or lower bounds

  • has_parent (bool) – If True, results for each severity are returned lazily (uncomputed) as a list rather than concatenated and computed. Set when this post processor is used as a component of another post processor (e.g. TurbulenceProbabilityBySeverity). Defaults to False.

Return type:

None

Methods

__init__(computed_diagnostic, ...[, has_parent])

execute()

Compute the boolean turbulent region mask for each severity in self._severities