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WeatherBench 2 Evaluation Quickstart
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Official Evaluation
Submit a new model to WeatherBench 2
Init vs Valid Time Conventions
API docs
WeatherBench 2
Index
Edit on GitHub
Index
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A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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O
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P
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R
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S
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T
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U
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V
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W
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Z
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__init__() (weatherbench2.config.Data method)
(weatherbench2.config.Eval method)
(weatherbench2.config.Panel method)
(weatherbench2.config.Paths method)
(weatherbench2.config.Selection method)
(weatherbench2.config.Viz method)
(weatherbench2.derived_variables.AgeostrophicWindSpeed method)
(weatherbench2.derived_variables.AggregatePrecipitationAccumulation method)
(weatherbench2.derived_variables.DerivedVariable method)
(weatherbench2.derived_variables.EddyKineticEnergy method)
(weatherbench2.derived_variables.GeostrophicWindSpeed method)
(weatherbench2.derived_variables.IntegratedWaterTransport method)
(weatherbench2.derived_variables.LapseRate method)
(weatherbench2.derived_variables.PrecipitationAccumulation method)
(weatherbench2.derived_variables.RelativeHumidity method)
(weatherbench2.derived_variables.TotalColumnWater method)
(weatherbench2.derived_variables.UComponentOfAgeostrophicWind method)
(weatherbench2.derived_variables.VComponentOfAgeostrophicWind method)
(weatherbench2.derived_variables.VerticalVelocity method)
(weatherbench2.derived_variables.WindDivergence method)
(weatherbench2.derived_variables.WindSpeed method)
(weatherbench2.derived_variables.WindVorticity method)
(weatherbench2.derived_variables.ZonalEnergySpectrum method)
(weatherbench2.metrics.ACC method)
(weatherbench2.metrics.Bias method)
(weatherbench2.metrics.CRPS method)
(weatherbench2.metrics.CRPSSkill method)
(weatherbench2.metrics.CRPSSpread method)
(weatherbench2.metrics.EnergyScore method)
(weatherbench2.metrics.EnergyScoreSkill method)
(weatherbench2.metrics.EnergyScoreSpread method)
(weatherbench2.metrics.EnsembleMeanMSE method)
(weatherbench2.metrics.EnsembleMetric method)
(weatherbench2.metrics.EnsembleVariance method)
(weatherbench2.metrics.GaussianCRPS method)
(weatherbench2.metrics.MAE method)
(weatherbench2.metrics.Metric method)
(weatherbench2.metrics.MSE method)
(weatherbench2.metrics.RankHistogram method)
(weatherbench2.metrics.SEEPS method)
(weatherbench2.metrics.SpatialBias method)
(weatherbench2.metrics.SpatialCRPS method)
(weatherbench2.metrics.SpatialCRPSSkill method)
(weatherbench2.metrics.SpatialCRPSSpread method)
(weatherbench2.metrics.SpatialEnsembleMeanMSE method)
(weatherbench2.metrics.SpatialEnsembleVariance method)
(weatherbench2.metrics.SpatialMAE method)
(weatherbench2.metrics.SpatialMSE method)
(weatherbench2.metrics.SpatialSEEPS method)
(weatherbench2.regions.CombinedRegion method)
(weatherbench2.regions.ExtraTropicalRegion method)
(weatherbench2.regions.LandRegion method)
(weatherbench2.regions.Region method)
(weatherbench2.regions.SliceRegion method)
A
ACC (class in weatherbench2.metrics)
accumulation_hours (weatherbench2.derived_variables.AggregatePrecipitationAccumulation attribute)
(weatherbench2.derived_variables.PrecipitationAccumulation attribute)
against_analysis (weatherbench2.config.Eval attribute)
AgeostrophicWindSpeed (class in weatherbench2.derived_variables)
AggregatePrecipitationAccumulation (class in weatherbench2.derived_variables)
aux_variables (weatherbench2.config.Selection attribute)
B
Bias (class in weatherbench2.metrics)
by_init (weatherbench2.config.Data attribute)
C
climatology (weatherbench2.config.Paths attribute)
(weatherbench2.metrics.SpatialSEEPS attribute)
CombinedRegion (class in weatherbench2.regions)
CRPS (class in weatherbench2.metrics)
CRPSSkill (class in weatherbench2.metrics)
CRPSSpread (class in weatherbench2.metrics)
D
Data (class in weatherbench2.config)
derived_variables (weatherbench2.config.Eval attribute)
DerivedVariable (class in weatherbench2.derived_variables)
dry_threshold_mm (weatherbench2.metrics.SpatialSEEPS attribute)
E
EddyKineticEnergy (class in weatherbench2.derived_variables)
EnergyScore (class in weatherbench2.metrics)
EnergyScoreSkill (class in weatherbench2.metrics)
EnergyScoreSpread (class in weatherbench2.metrics)
EnsembleMeanMSE (class in weatherbench2.metrics)
EnsembleMetric (class in weatherbench2.metrics)
EnsembleVariance (class in weatherbench2.metrics)
Eval (class in weatherbench2.config)
evaluate_climatology (weatherbench2.config.Eval attribute)
evaluate_in_memory() (in module weatherbench2.evaluation)
evaluate_persistence (weatherbench2.config.Eval attribute)
evaluate_probabilistic_climatology (weatherbench2.config.Eval attribute)
evaluate_with_beam() (in module weatherbench2.evaluation)
ExtraTropicalRegion (class in weatherbench2.regions)
F
forecast (weatherbench2.config.Paths attribute)
G
GaussianCRPS (class in weatherbench2.metrics)
GeostrophicWindSpeed (class in weatherbench2.derived_variables)
I
IntegratedWaterTransport (class in weatherbench2.derived_variables)
L
land_sea_mask (weatherbench2.regions.LandRegion attribute)
LandRegion (class in weatherbench2.regions)
LapseRate (class in weatherbench2.derived_variables)
lat_slice (weatherbench2.config.Selection attribute)
lead_time_name (weatherbench2.derived_variables.AggregatePrecipitationAccumulation attribute)
(weatherbench2.derived_variables.PrecipitationAccumulation attribute)
level_max (weatherbench2.derived_variables.IntegratedWaterTransport attribute)
level_min (weatherbench2.derived_variables.IntegratedWaterTransport attribute)
levels (weatherbench2.config.Selection attribute)
lon_slice (weatherbench2.config.Selection attribute)
M
MAE (class in weatherbench2.metrics)
max_p1 (weatherbench2.metrics.SpatialSEEPS attribute)
Metric (class in weatherbench2.metrics)
metrics (weatherbench2.config.Eval attribute)
min_p1 (weatherbench2.metrics.SpatialSEEPS attribute)
MSE (class in weatherbench2.metrics)
O
obs (weatherbench2.config.Paths attribute)
open_forecast_and_truth_datasets() (in module weatherbench2.evaluation)
open_source_files() (in module weatherbench2.evaluation)
output_dir (weatherbench2.config.Paths attribute)
output_file_prefix (weatherbench2.config.Paths attribute)
output_format (weatherbench2.config.Eval attribute)
P
p1 (weatherbench2.metrics.SpatialSEEPS attribute)
Panel (class in weatherbench2.config)
Paths (class in weatherbench2.config)
paths (weatherbench2.config.Data attribute)
precip_name (weatherbench2.metrics.SpatialSEEPS attribute)
PrecipitationAccumulation (class in weatherbench2.derived_variables)
pressure_level_suffixes (weatherbench2.config.Data attribute)
probabilistic_climatology_end_year (weatherbench2.config.Eval attribute)
probabilistic_climatology_hour_interval (weatherbench2.config.Eval attribute)
probabilistic_climatology_start_year (weatherbench2.config.Eval attribute)
R
RankHistogram (class in weatherbench2.metrics)
raw_accumulation_name (weatherbench2.derived_variables.AggregatePrecipitationAccumulation attribute)
Region (class in weatherbench2.regions)
regions (weatherbench2.config.Eval attribute)
(weatherbench2.regions.CombinedRegion attribute)
RelativeHumidity (class in weatherbench2.derived_variables)
rename_variables (weatherbench2.config.Data attribute)
S
SEEPS (class in weatherbench2.metrics)
Selection (class in weatherbench2.config)
selection (weatherbench2.config.Data attribute)
set_negative_to_zero (weatherbench2.derived_variables.PrecipitationAccumulation attribute)
SliceRegion (class in weatherbench2.regions)
SpatialBias (class in weatherbench2.metrics)
SpatialCRPS (class in weatherbench2.metrics)
SpatialCRPSSkill (class in weatherbench2.metrics)
SpatialCRPSSpread (class in weatherbench2.metrics)
SpatialEnsembleMeanMSE (class in weatherbench2.metrics)
SpatialEnsembleVariance (class in weatherbench2.metrics)
SpatialMAE (class in weatherbench2.metrics)
SpatialMSE (class in weatherbench2.metrics)
SpatialSEEPS (class in weatherbench2.metrics)
T
temporal_mean (weatherbench2.config.Eval attribute)
threshold (weatherbench2.regions.LandRegion attribute)
time_slice (weatherbench2.config.Selection attribute)
total_precipitation_name (weatherbench2.derived_variables.PrecipitationAccumulation attribute)
TotalColumnWater (class in weatherbench2.derived_variables)
U
u_name (weatherbench2.derived_variables.IntegratedWaterTransport attribute)
(weatherbench2.derived_variables.WindSpeed attribute)
UComponentOfAgeostrophicWind (class in weatherbench2.derived_variables)
V
v_name (weatherbench2.derived_variables.IntegratedWaterTransport attribute)
(weatherbench2.derived_variables.WindSpeed attribute)
variables (weatherbench2.config.Selection attribute)
VComponentOfAgeostrophicWind (class in weatherbench2.derived_variables)
VerticalVelocity (class in weatherbench2.derived_variables)
Viz (class in weatherbench2.config)
W
water_species_name (weatherbench2.derived_variables.IntegratedWaterTransport attribute)
(weatherbench2.derived_variables.TotalColumnWater attribute)
wind_vector_mse (weatherbench2.metrics.MSE attribute)
WindDivergence (class in weatherbench2.derived_variables)
WindSpeed (class in weatherbench2.derived_variables)
WindVorticity (class in weatherbench2.derived_variables)
Z
ZonalEnergySpectrum (class in weatherbench2.derived_variables)
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