Scorecard: AIFS Single v2 (from 50r1) vs AIFS Single v1.1 (from 50r1)

dates=[2026-01-01 00:00:00,2026-01-01 12:00:00,2026-01-02 00:00:00,...,2026-03-31 00:00:00,2026-03-31 12:00:00]
steps=[24, 48, 72, 96, 120, 144, 168, 192, 216, 240]
vstreams=(cntrl:['prepml_j4av_an', 'prepml_j4av_ob'], exper:['prepml_j0b1_an', 'prepml_j0b1_ob'])
classs=rd
streams=oper
expvers=(cntrl:j4av, exper:j0b1)
types=fc
refclasss=od
refexpvers=0080
reftypes=['an', 'ob']
ccaf/seeps rmsef sdaf
n.hem s.hem tropics europe n.amer e.asia austnz n.atl n.pac arctic antarctic (all)
shaded boxes for confidence boundaries: 95%Framed box where the difference is significant with 95% confidence, light colour box elsewhere. 50%/95%Framed box where the difference is significant with 95% confidence, light colour box for 50% confidence, grey elsewhere. 95%/99.7%Framed box where the difference is significant with 99.7% confidence, light colour box for 95% confidence, grey elsewhere. (legend) || significance triangles || bars || sample sizeColour map showing the fraction of the actual number of scores to the theoretical maximum, derived from the total list of dates in the scorecard definition.
n.hemNHem Extratropics (lat 20.0 to 90.0, lon -180.0 to 180.0)s.hemSHem Extratropics (lat -90.0 to -20.0, lon -180.0 to 180.0)tropicsTropics (lat -20.0 to 20.0, lon -180.0 to 180.0)europeEurope (lat 35.0 to 75.0, lon -12.5 to 42.5)n.amerN America (lat 25.0 to 60.0, lon -120.0 to -75.0)e.asiaE Asia (lat 25.0 to 60.0, lon 102.5 to 150.0)austnzAustralia N Zealand (lat -45.0 to -12.5, lon 120.0 to 175.0)n.atlN Atlantic (lat 25.0 to 65.0, lon -70.0 to -10.0)n.pacN Pacific (lat 25.0 to 60.0, lon 145.0 to -130.0)arcticArctic (lat 60.0 to 90.0, lon -180.0 to 180.0)antarcticAntarctic (lat -90.0 to -60.0, lon -180.0 to 180.0)
ccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomalyccafAnomaly correlation/seepsStable Equitable Error in Probability SpacermsefRoot mean square errorsdafStandard deviation of forecast anomaly
anagainst analyseszGeopotential50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
mslMean sea level pressure
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
tTemperature50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
2t2 meter temperature
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
ffWind speed50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
10ff10m wind speed
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
obagainst observationszGeopotential50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
tTemperature50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
ffWind speed50
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
100
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
250
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
500
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
850
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
          
2t2 meter temperature
          
          
          
          
          
          
          
          
          
2d2m dew point
          
          
          
          
          
          
          
          
          
10ff10m wind speed
          
          
          
          
          
          
          
          
          
tpTotal precipitation
          
          
          
          
          
          
          
          
          
 25.0%
 23.3%
 21.7%
 20.0%
 18.3%
 16.7%
 15.0%
 13.3%
 11.7%
 10.0%
 8.3%
 6.7%
 5.0%
 3.3%
 1.7%
 0.0%
 1.7%
 3.3%
 5.0%
 6.7%
 8.3%
 10.0%
 11.7%
 13.3%
 15.0%
 16.7%
 18.3%
 20.0%
 21.7%
 23.3%
 25.0%
 25.0%
 23.3%
 21.7%
 20.0%
 18.3%
 16.7%
 15.0%
 13.3%
 11.7%
 10.0%
 8.3%
 6.7%
 5.0%
 3.3%
 1.7%
 0.0%
 1.7%
 3.3%
 5.0%
 6.7%
 8.3%
 10.0%
 11.7%
 13.3%
 15.0%
 16.7%
 18.3%
 20.0%
 21.7%
 23.3%
 25.0%

ccaf=Anomaly correlation,rmsef=Root mean square error,sdaf=Standard deviation of forecast anomaly,seeps=Stable Equitable Error in Probability Space

red = the experiment (esuite) is worse than the control. blue = the experiment (esuite) is better than control.
purple = the experiment is more active than the control. green = the experiment is less active than control.
Colour hue and saturation are proportional to normalised difference value. A colour-framed cell indicate the differences are statistically significant on 95% confidence level.

For more details:

ecm7950@ac6-101 2026-05-06 08:14:48 by quaver/3.7.1
Command-line arguments:
--title AIFS2.0 vs AIFS1.1 from 50r1 (both vs 50r1) --experiments vstream_root=prepml_j0b1,class=rd,refclass=od,refexpver=0080,stream=oper,type=fc,expver=j0b1,date=2026010100/to/2026033112/by/12 --controls vstream_root=prepml_j4av,class=rd,refclass=od,refexpver=0080,stream=oper,type=fc,expver=j4av --scope_file scope_aifs_exp.json --domains n.hem/s.hem/tropics/europe/n.amer/e.asia/austnz/n.atl/n.pac/arctic/antarctic