weatherbench2.metrics.SEEPS

class weatherbench2.metrics.SEEPS(climatology, dry_threshold_mm=0.25, precip_name='total_precipitation_24hr', min_p1=0.1, max_p1=0.85)

Spatially averaged SEEPS.

Parameters:
  • climatology (Dataset) –

  • dry_threshold_mm (float) –

  • precip_name (str) –

  • min_p1 (float) –

  • max_p1 (float) –

__init__(climatology, dry_threshold_mm=0.25, precip_name='total_precipitation_24hr', min_p1=0.1, max_p1=0.85)
Parameters:
  • climatology (Dataset) –

  • dry_threshold_mm (float) –

  • precip_name (str) –

  • min_p1 (float) –

  • max_p1 (float) –

Return type:

None

Methods

__init__(climatology[, dry_threshold_mm, ...])

compute(forecast, truth[, region])

Evaluate this metric on datasets with full temporal coverages.

compute_chunk(forecast, truth[, region])

Evaluate this metric on a temporal chunk of data.

Attributes

dry_threshold_mm

max_p1

min_p1

p1

precip_name