Obs: ERA5,NOAA_NSIDC,HadSST Simulation: ERA5 Ensemble |
Metrics Table
Pattern Correlations/RMS Differences Observations vs. Model(s)
ENSO TAS ENSO PSL El Nino La Nina AMO PDO NAM SAM SST sigma PSL sigma PR sigma Mean
(DJF+1) (DJF+1) Hov Hov (Monthly) (Monthly) (DJF) (DJF) (Ann) (Ann) (Ann) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.93/0.30 0.83/0.34 0.94/0.25 0.94/0.06 1.00/0.00 1.00/0.00 0.90/0.08 1.00/0.00 0.93/0.17 ----/1812583645020914829280525553753915392.00
ERA5_en01 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.93/0.30 0.83/0.34 0.94/0.24 0.95/0.06 1.00/0.02 1.00/0.04 0.90/0.08 1.00/0.01 0.94/0.15 ----/1812583645020914829280525553753915392.00
ERA5_en02 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.37 0.82/0.36 0.93/0.26 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en03 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.31 0.83/0.35 0.94/0.24 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en04 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.31 0.83/0.35 0.94/0.25 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en05 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.91/0.37 0.81/0.39 0.94/0.24 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en06 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.32 0.81/0.36 0.93/0.25 0.94/0.06 1.00/0.02 1.00/0.05 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en07 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.91/0.37 0.83/0.35 0.93/0.26 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en08 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.32 0.80/0.38 0.94/0.24 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en09 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.31 0.83/0.36 0.93/0.25 0.94/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
ERA5_en10 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 9969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.009969209968386869046778552952102584320.00/9969209968386869046778552952102584320.00 0.92/0.31 0.81/0.37 0.94/0.25 0.95/0.06 1.00/0.02 1.00/0.04 0.89/0.09 1.00/0.01 0.94/0.14 ----/1812583645020914829280525553753915392.00
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.94/0.09 0.70/0.39 0.75/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/2.24 0.81/2.99 1.00/0.00 ----/7.36
ERA5_en01 1.00/0.02 0.94/0.09 0.72/0.37 0.77/0.20 1.00/0.02 1.00/0.02 0.98/0.45 0.97/0.36 0.75/2.22 0.81/2.88 0.93/3.98 ----/7.61
ERA5_en02 1.00/0.02 0.92/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.27 0.81/2.93 0.92/4.31 ----/7.64
ERA5_en03 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.23 0.81/2.90 0.92/4.25 ----/7.63
ERA5_en04 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.73/2.34 0.78/3.27 0.91/4.34 ----/7.66
ERA5_en05 1.00/0.02 0.93/0.10 0.73/0.37 0.76/0.19 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.75/2.21 0.81/2.98 0.91/4.33 ----/7.64
ERA5_en06 1.00/0.02 0.94/0.10 0.73/0.37 0.75/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.74/2.24 0.81/2.84 0.92/4.26 ----/7.63
ERA5_en07 1.00/0.02 0.94/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.28 0.78/3.33 0.92/4.30 ----/7.66
ERA5_en08 1.00/0.02 0.93/0.10 0.73/0.36 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.74/2.23 0.82/2.88 0.91/4.33 ----/7.63
ERA5_en09 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.73/2.28 0.79/3.15 0.92/4.30 ----/7.65
ERA5_en10 1.00/0.02 0.93/0.10 0.73/0.37 0.76/0.19 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.75/2.20 0.81/2.76 0.91/4.38 ----/7.63
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.08 0.08/0.43 0.67/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.13/13.31 0.38/5.53 1.00/0.00 ----/8.93
ERA5_en01 1.00/0.02 0.83/0.08 0.05/0.47 0.68/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.31 0.37/5.52 0.94/4.67 ----/9.22
ERA5_en02 1.00/0.02 0.83/0.08 0.06/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.38/5.51 0.94/4.86 ----/9.24
ERA5_en03 1.00/0.02 0.81/0.08 0.04/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.39/5.47 0.93/5.04 ----/9.24
ERA5_en04 1.00/0.02 0.80/0.09 0.06/0.46 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.12/13.33 0.40/5.49 0.94/4.79 ----/9.23
ERA5_en05 1.00/0.02 0.82/0.09 0.06/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.30 0.39/5.50 0.94/4.94 ----/9.24
ERA5_en06 1.00/0.02 0.79/0.09 0.05/0.47 0.67/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.12/13.34 0.38/5.53 0.94/4.88 ----/9.24
ERA5_en07 1.00/0.02 0.81/0.09 0.05/0.47 0.66/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.32 0.36/5.59 0.94/4.95 ----/9.24
ERA5_en08 1.00/0.02 0.82/0.09 0.06/0.47 0.68/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.40/5.47 0.94/4.83 ----/9.23
ERA5_en09 1.00/0.02 0.79/0.09 0.05/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.32 0.38/5.50 0.94/4.95 ----/9.24
ERA5_en10 1.00/0.02 0.81/0.10 0.07/0.47 0.66/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.31 0.38/5.55 0.93/5.16 ----/9.25
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.80/0.09 0.33/0.28 0.77/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.60/1.08 0.83/1.90 1.00/0.00 ----/6.46
ERA5_en01 1.00/0.02 0.80/0.09 0.31/0.29 0.78/0.13 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.83/1.93 0.95/1.38 ----/6.57
ERA5_en02 1.00/0.02 0.78/0.10 0.30/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.84/1.88 0.94/1.48 ----/6.58
ERA5_en03 1.00/0.02 0.80/0.09 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.63/1.04 0.86/1.78 0.93/1.49 ----/6.57
ERA5_en04 1.00/0.02 0.77/0.11 0.35/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.31 0.58/1.10 0.76/2.21 0.93/1.57 ----/6.60
ERA5_en05 1.00/0.02 0.79/0.10 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.07 0.83/1.94 0.93/1.52 ----/6.58
ERA5_en06 1.00/0.02 0.81/0.10 0.33/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.59/1.08 0.79/2.08 0.93/1.50 ----/6.59
ERA5_en07 1.00/0.02 0.79/0.10 0.31/0.29 0.79/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.62/1.05 0.83/1.91 0.93/1.51 ----/6.57
ERA5_en08 1.00/0.02 0.81/0.10 0.33/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.62/1.06 0.82/1.97 0.93/1.51 ----/6.58
ERA5_en09 1.00/0.02 0.76/0.10 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.59/1.09 0.80/2.06 0.93/1.52 ----/6.59
ERA5_en10 1.00/0.02 0.80/0.09 0.32/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.82/1.95 0.93/1.52 ----/6.58
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.92/0.10 0.63/0.28 0.68/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/0.87 0.73/1.80 1.00/0.00 ----/6.73
ERA5_en01 1.00/0.01 0.92/0.10 0.64/0.28 0.68/0.12 1.00/0.01 1.00/0.01 0.98/0.21 0.97/0.15 0.75/0.86 0.73/1.78 0.96/0.78 ----/6.79
ERA5_en02 1.00/0.01 0.90/0.11 0.63/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.74/0.87 0.71/1.82 0.93/0.96 ----/6.80
ERA5_en03 1.00/0.02 0.87/0.11 0.64/0.28 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.75/0.87 0.75/1.70 0.93/0.97 ----/6.80
ERA5_en04 1.00/0.01 0.90/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.73/0.89 0.67/2.00 0.93/0.97 ----/6.82
ERA5_en05 1.00/0.01 0.91/0.10 0.63/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.73/0.88 0.69/1.92 0.93/0.97 ----/6.81
ERA5_en06 1.00/0.01 0.91/0.11 0.64/0.27 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.21 0.97/0.15 0.74/0.87 0.71/1.85 0.93/0.97 ----/6.81
ERA5_en07 1.00/0.02 0.92/0.11 0.64/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.74/0.87 0.70/1.92 0.94/0.93 ----/6.81
ERA5_en08 1.00/0.01 0.92/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.71/0.90 0.66/2.03 0.93/0.96 ----/6.82
ERA5_en09 1.00/0.01 0.91/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.71/0.90 0.65/2.07 0.93/0.98 ----/6.82
ERA5_en10 1.00/0.01 0.91/0.11 0.65/0.28 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.72/0.90 0.64/2.04 0.93/0.98 ----/6.82
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.74/0.14 0.51/0.24 0.56/0.19 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/0.63 0.62/2.24 1.00/0.00 ----/6.93
ERA5_en01 1.00/0.02 0.75/0.13 0.55/0.22 0.56/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.61 0.62/2.13 0.93/0.84 ----/7.00
ERA5_en02 1.00/0.02 0.74/0.14 0.54/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.63 0.58/2.26 0.92/0.92 ----/7.01
ERA5_en03 1.00/0.03 0.72/0.14 0.54/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.50/0.64 0.55/2.32 0.90/1.01 ----/7.02
ERA5_en04 1.00/0.02 0.74/0.14 0.54/0.22 0.53/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.49/0.64 0.54/2.32 0.91/0.95 ----/7.02
ERA5_en05 1.00/0.02 0.75/0.13 0.54/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.51/0.62 0.56/2.29 0.91/0.95 ----/7.02
ERA5_en06 1.00/0.02 0.76/0.13 0.55/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.62 0.61/2.27 0.91/0.95 ----/7.01
ERA5_en07 1.00/0.02 0.75/0.13 0.52/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.50/0.64 0.60/2.24 0.91/0.97 ----/7.02
ERA5_en08 1.00/0.02 0.75/0.14 0.54/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.52/0.64 0.58/2.26 0.91/0.96 ----/7.01
ERA5_en09 1.00/0.02 0.74/0.15 0.55/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.51/0.64 0.57/2.30 0.90/1.00 ----/7.02
ERA5_en10 1.00/0.02 0.76/0.13 0.54/0.22 0.53/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.55/0.61 0.66/2.05 0.91/0.94 ----/7.00
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.72/0.13 0.88/0.20 0.65/0.16 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.63/0.36 0.63/1.73 1.00/0.00 ----/8.55
ERA5_en01 1.00/0.01 0.73/0.12 0.87/0.20 0.65/0.15 1.00/0.02 1.00/0.01 0.97/0.18 0.97/0.13 0.64/0.35 0.64/1.67 0.92/0.64 ----/8.60
ERA5_en02 1.00/0.02 0.72/0.13 0.87/0.20 0.63/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.40 0.55/2.02 0.88/0.80 ----/8.63
ERA5_en03 1.00/0.02 0.71/0.13 0.87/0.20 0.65/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.40 0.59/1.98 0.88/0.79 ----/8.63
ERA5_en04 1.00/0.02 0.69/0.13 0.88/0.20 0.65/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.14 0.59/0.39 0.52/1.99 0.87/0.85 ----/8.64
ERA5_en05 1.00/0.01 0.69/0.14 0.87/0.20 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.61/0.39 0.63/1.82 0.88/0.80 ----/8.62
ERA5_en06 1.00/0.02 0.74/0.13 0.88/0.19 0.66/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.60/0.38 0.66/1.71 0.88/0.79 ----/8.62
ERA5_en07 1.00/0.02 0.71/0.13 0.88/0.19 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.39 0.58/1.85 0.87/0.82 ----/8.63
ERA5_en08 1.00/0.01 0.71/0.14 0.89/0.19 0.60/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.59/0.40 0.59/2.00 0.86/0.87 ----/8.63
ERA5_en09 1.00/0.02 0.71/0.13 0.87/0.20 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.61/0.38 0.65/1.70 0.87/0.84 ----/8.62
ERA5_en10 1.00/0.01 0.71/0.14 0.89/0.20 0.63/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.60/0.39 0.52/2.02 0.87/0.82 ----/8.63
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.90/0.10 0.95/0.18 0.53/0.20 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.85/1.24 0.71/2.70 1.00/0.00 ----/5.29
ERA5_en01 1.00/0.02 0.90/0.10 0.95/0.18 0.53/0.19 1.00/0.02 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.19 0.71/2.58 0.92/5.58 ----/5.63
ERA5_en02 1.00/0.03 0.89/0.10 0.95/0.19 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.23 0.70/2.67 0.92/5.68 ----/5.64
ERA5_en03 1.00/0.03 0.88/0.11 0.95/0.18 0.53/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.22 0.68/2.66 0.92/5.55 ----/5.63
ERA5_en04 1.00/0.02 0.88/0.10 0.95/0.18 0.53/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.31 0.70/2.83 0.92/5.78 ----/5.66
ERA5_en05 1.00/0.03 0.89/0.10 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.22 0.71/2.59 0.92/5.65 ----/5.63
ERA5_en06 1.00/0.02 0.88/0.10 0.95/0.19 0.53/0.18 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.84/1.29 0.69/2.86 0.91/5.83 ----/5.66
ERA5_en07 1.00/0.02 0.88/0.10 0.95/0.19 0.53/0.18 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.21 0.70/2.86 0.92/5.66 ----/5.64
ERA5_en08 1.00/0.03 0.90/0.10 0.95/0.18 0.50/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.21 0.69/2.72 0.92/5.57 ----/5.64
ERA5_en09 1.00/0.02 0.89/0.10 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.30 0.72/3.03 0.92/5.73 ----/5.66
ERA5_en10 1.00/0.03 0.89/0.09 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.29 0.73/2.85 0.92/5.72 ----/5.65
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.67/0.08 0.63/0.26 0.49/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.81/1.38 0.72/3.13 1.00/0.00 ----/6.60
ERA5_en01 1.00/0.02 0.66/0.08 0.63/0.26 0.50/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.33 0.72/3.02 0.89/5.08 ----/6.91
ERA5_en02 1.00/0.02 0.65/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.42 0.72/3.11 0.88/5.27 ----/6.93
ERA5_en03 1.00/0.02 0.60/0.09 0.62/0.26 0.48/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.35 0.71/3.10 0.89/5.19 ----/6.92
ERA5_en04 1.00/0.02 0.68/0.08 0.63/0.26 0.49/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.37 0.71/3.21 0.88/5.24 ----/6.93
ERA5_en05 1.00/0.02 0.68/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.73/3.22 0.89/5.14 ----/6.93
ERA5_en06 1.00/0.02 0.64/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.71/3.18 0.89/5.15 ----/6.92
ERA5_en07 1.00/0.02 0.67/0.09 0.63/0.26 0.49/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.37 0.74/3.13 0.88/5.22 ----/6.92
ERA5_en08 1.00/0.02 0.62/0.09 0.63/0.26 0.48/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.35 0.72/3.00 0.89/5.15 ----/6.92
ERA5_en09 1.00/0.02 0.61/0.09 0.63/0.27 0.49/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.33 0.70/3.08 0.89/5.19 ----/6.92
ERA5_en10 1.00/0.02 0.67/0.08 0.63/0.26 0.51/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.74/3.23 0.89/5.17 ----/6.93
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.89/0.08 0.92/0.29 0.79/0.07 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/0.67 0.54/1.42 1.00/0.00 ----/4.29
ERA5_en01 1.00/0.01 0.90/0.08 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.66 0.55/1.35 0.94/1.63 ----/4.39
ERA5_en02 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.57/1.26 0.93/1.70 ----/4.40
ERA5_en03 1.00/0.02 0.89/0.08 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.27 0.93/1.70 ----/4.40
ERA5_en04 1.00/0.02 0.88/0.09 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.60/1.28 0.93/1.74 ----/4.40
ERA5_en05 1.00/0.02 0.89/0.09 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.66 0.57/1.30 0.93/1.76 ----/4.40
ERA5_en06 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.34 0.93/1.75 ----/4.40
ERA5_en07 1.00/0.02 0.89/0.08 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.33 0.93/1.73 ----/4.40
ERA5_en08 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.54/1.33 0.93/1.68 ----/4.40
ERA5_en09 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.69 0.55/1.37 0.93/1.74 ----/4.40
ERA5_en10 1.00/0.02 0.89/0.08 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.60/1.29 0.93/1.70 ----/4.40
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.86/0.09 0.36/0.17 0.89/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/0.63 0.72/1.31 1.00/0.00 ----/3.55
ERA5_en01 1.00/0.01 0.86/0.09 0.37/0.16 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.61 0.73/1.28 0.92/1.37 ----/3.64
ERA5_en02 1.00/0.01 0.86/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.76/0.64 0.71/1.38 0.91/1.46 ----/3.65
ERA5_en03 1.00/0.01 0.86/0.09 0.35/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.73/1.34 0.91/1.47 ----/3.65
ERA5_en04 1.00/0.01 0.84/0.09 0.37/0.16 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.61 0.73/1.41 0.91/1.48 ----/3.65
ERA5_en05 1.00/0.01 0.86/0.09 0.35/0.17 0.88/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.75/0.65 0.69/1.38 0.90/1.49 ----/3.66
ERA5_en06 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.76/1.27 0.90/1.49 ----/3.65
ERA5_en07 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.77/0.63 0.74/1.33 0.91/1.48 ----/3.65
ERA5_en08 1.00/0.01 0.86/0.09 0.37/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.73/1.33 0.90/1.49 ----/3.65
ERA5_en09 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.77/1.23 0.91/1.48 ----/3.64
ERA5_en10 1.00/0.01 0.85/0.09 0.36/0.17 0.88/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.77/0.63 0.72/1.35 0.90/1.52 ----/3.65
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.08 0.16/0.52 0.34/0.24 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.44/2.43 0.42/4.33 1.00/0.00 ----/3.89
ERA5_en01 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.23 1.00/0.02 1.00/0.02 0.97/0.56 0.96/0.44 0.44/2.39 0.41/4.16 0.93/4.63 ----/4.18
ERA5_en02 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.40 0.43/4.16 0.93/4.68 ----/4.18
ERA5_en03 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.39 0.42/4.11 0.93/4.67 ----/4.18
ERA5_en04 1.00/0.02 0.78/0.09 0.17/0.51 0.36/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.45 0.40/4.32 0.93/4.71 ----/4.19
ERA5_en05 1.00/0.02 0.79/0.08 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.42/4.17 0.93/4.71 ----/4.18
ERA5_en06 1.00/0.02 0.80/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.42 0.41/4.24 0.92/4.76 ----/4.19
ERA5_en07 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.02 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.43 0.42/4.31 0.93/4.63 ----/4.18
ERA5_en08 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.41/4.21 0.93/4.73 ----/4.18
ERA5_en09 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.43 0.41/4.26 0.93/4.73 ----/4.19
ERA5_en10 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.43/4.16 0.93/4.68 ----/4.18
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.02/0.07 0.10/0.30 0.19/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 -0.04/2.16 0.14/4.84 1.00/0.00 ----/3.52
ERA5_en01 1.00/0.01 0.02/0.07 0.09/0.31 0.19/0.20 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.03/2.12 0.13/4.72 0.91/3.30 ----/3.73
ERA5_en02 1.00/0.02 0.04/0.07 0.09/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.03/2.18 0.14/4.81 0.90/3.37 ----/3.74
ERA5_en03 1.00/0.02 0.02/0.07 0.10/0.31 0.19/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.17 0.13/4.86 0.91/3.34 ----/3.74
ERA5_en04 1.00/0.01 -0.00/0.07 0.09/0.31 0.19/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.17 0.13/4.85 0.91/3.34 ----/3.74
ERA5_en05 1.00/0.02 0.05/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.42 0.96/0.41 -0.04/2.18 0.13/4.91 0.90/3.36 ----/3.75
ERA5_en06 1.00/0.02 0.01/0.08 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.04/2.14 0.13/4.71 0.91/3.31 ----/3.73
ERA5_en07 1.00/0.01 0.01/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.04/2.15 0.14/4.82 0.91/3.33 ----/3.74
ERA5_en08 1.00/0.02 0.03/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.42 0.96/0.40 -0.03/2.16 0.13/4.87 0.91/3.32 ----/3.74
ERA5_en09 1.00/0.02 0.02/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.15 0.14/4.76 0.90/3.37 ----/3.74
ERA5_en10 1.00/0.02 0.00/0.08 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.05/2.15 0.13/4.74 0.91/3.32 ----/3.74
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.81/0.09 0.12/0.37 0.69/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.62/0.71 0.56/2.00 1.00/0.00 ----/6.78
ERA5_en01 1.00/0.04 0.81/0.09 0.12/0.37 0.70/0.14 1.00/0.02 1.00/0.02 0.99/0.17 0.97/0.12 0.63/0.68 0.59/1.86 0.96/0.91 ----/6.86
ERA5_en02 1.00/0.04 0.78/0.10 0.14/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.60/0.74 0.53/2.05 0.91/1.32 ----/6.90
ERA5_en03 1.00/0.04 0.79/0.10 0.13/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.72 0.57/1.96 0.91/1.34 ----/6.89
ERA5_en04 1.00/0.04 0.79/0.10 0.14/0.37 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.96/0.12 0.60/0.73 0.56/1.97 0.91/1.32 ----/6.90
ERA5_en05 1.00/0.04 0.81/0.09 0.12/0.37 0.68/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.73 0.58/2.00 0.92/1.26 ----/6.89
ERA5_en06 1.00/0.05 0.79/0.09 0.11/0.38 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.71 0.58/1.94 0.93/1.18 ----/6.89
ERA5_en07 1.00/0.04 0.79/0.10 0.14/0.37 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.73 0.55/1.95 0.91/1.36 ----/6.90
ERA5_en08 1.00/0.04 0.80/0.09 0.12/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.71 0.58/1.98 0.92/1.27 ----/6.89
ERA5_en09 1.00/0.04 0.80/0.10 0.13/0.37 0.68/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.60/0.74 0.57/2.00 0.91/1.33 ----/6.90
ERA5_en10 1.00/0.04 0.82/0.09 0.12/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.62/0.71 0.54/2.07 0.92/1.24 ----/6.90
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.87/0.08 0.12/0.32 0.72/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.55/0.66 0.67/1.58 1.00/0.00 ----/8.27
ERA5_en01 1.00/0.04 0.88/0.08 0.09/0.32 0.74/0.13 1.00/0.02 0.99/0.02 0.98/0.20 0.97/0.10 0.56/0.64 0.69/1.53 0.90/1.50 ----/8.39
ERA5_en02 1.00/0.04 0.87/0.09 0.09/0.32 0.75/0.13 1.00/0.02 0.99/0.02 0.98/0.20 0.97/0.10 0.54/0.67 0.68/1.56 0.87/1.70 ----/8.41
ERA5_en03 1.00/0.04 0.87/0.09 0.09/0.32 0.73/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.54/0.67 0.65/1.66 0.86/1.77 ----/8.42
ERA5_en04 1.00/0.04 0.88/0.08 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.55/0.67 0.68/1.66 0.87/1.70 ----/8.42
ERA5_en05 1.00/0.05 0.86/0.09 0.11/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.53/0.68 0.64/1.73 0.86/1.80 ----/8.43
ERA5_en06 1.00/0.05 0.88/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.55/0.68 0.67/1.64 0.87/1.73 ----/8.42
ERA5_en07 1.00/0.04 0.85/0.09 0.11/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.55/0.67 0.64/1.69 0.86/1.76 ----/8.42
ERA5_en08 1.00/0.04 0.87/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.54/0.67 0.65/1.62 0.87/1.73 ----/8.41
ERA5_en09 1.00/0.04 0.87/0.09 0.09/0.32 0.73/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.56/0.66 0.68/1.59 0.87/1.71 ----/8.41
ERA5_en10 1.00/0.04 0.87/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.53/0.69 0.63/1.75 0.85/1.81 ----/8.43
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.10 0.09/0.48 0.71/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.46/0.76 0.53/2.04 1.00/0.00 ----/6.64
ERA5_en01 0.98/0.12 0.75/0.09 0.07/0.49 0.69/0.13 0.98/0.05 0.99/0.04 0.97/0.17 0.97/0.15 0.45/0.75 0.49/2.06 0.90/1.20 0.91/6.82
ERA5_en02 0.98/0.13 0.70/0.10 0.07/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.96/0.16 0.43/0.77 0.49/2.04 0.84/1.52 0.90/6.85
ERA5_en03 0.98/0.14 0.73/0.09 0.07/0.49 0.68/0.13 0.97/0.06 0.98/0.05 0.96/0.19 0.96/0.16 0.45/0.76 0.53/2.09 0.84/1.49 0.90/6.86
ERA5_en04 0.98/0.13 0.73/0.09 0.06/0.49 0.67/0.13 0.97/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.44/0.76 0.49/2.10 0.85/1.44 0.90/6.85
ERA5_en05 0.98/0.12 0.73/0.09 0.06/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.97/0.17 0.97/0.15 0.44/0.78 0.53/2.10 0.84/1.50 0.91/6.83
ERA5_en06 0.98/0.13 0.67/0.10 0.07/0.49 0.67/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.44/0.77 0.51/2.10 0.84/1.53 0.90/6.85
ERA5_en07 0.98/0.11 0.70/0.10 0.07/0.49 0.69/0.13 0.98/0.06 0.98/0.04 0.97/0.17 0.97/0.15 0.42/0.79 0.51/2.14 0.83/1.55 0.91/6.84
ERA5_en08 0.98/0.13 0.70/0.10 0.07/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.96/0.19 0.96/0.16 0.41/0.81 0.46/2.33 0.82/1.63 0.90/6.87
ERA5_en09 0.97/0.15 0.69/0.10 0.06/0.49 0.67/0.13 0.97/0.07 0.98/0.05 0.96/0.20 0.96/0.16 0.43/0.77 0.48/2.12 0.82/1.60 0.88/6.88
ERA5_en10 0.98/0.12 0.71/0.09 0.07/0.49 0.67/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.42/0.78 0.46/2.26 0.85/1.48 0.91/6.85
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.75/0.07 0.44/0.27 0.58/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.62/1.81 0.72/2.17 1.00/0.00 ----/8.06
ERA5_en01 1.00/0.04 0.75/0.07 0.47/0.25 0.59/0.14 1.00/0.02 1.00/0.02 0.98/0.28 0.97/0.21 0.62/1.78 0.72/2.12 0.89/2.69 ----/8.25
ERA5_en02 1.00/0.04 0.71/0.08 0.48/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.81 0.69/2.26 0.86/3.05 ----/8.28
ERA5_en03 1.00/0.04 0.74/0.07 0.46/0.26 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.80 0.69/2.26 0.88/2.82 ----/8.27
ERA5_en04 1.00/0.04 0.75/0.07 0.49/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.81 0.69/2.29 0.86/3.05 ----/8.28
ERA5_en05 1.00/0.04 0.72/0.08 0.46/0.26 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.85 0.68/2.34 0.86/3.06 ----/8.29
ERA5_en06 1.00/0.04 0.71/0.08 0.48/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.85 0.68/2.35 0.87/2.91 ----/8.28
ERA5_en07 1.00/0.04 0.72/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.82 0.68/2.32 0.88/2.84 ----/8.28
ERA5_en08 1.00/0.04 0.72/0.07 0.46/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.62/1.80 0.71/2.24 0.87/2.89 ----/8.27
ERA5_en09 1.00/0.04 0.70/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.82 0.69/2.23 0.88/2.85 ----/8.27
ERA5_en10 1.00/0.04 0.72/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.62/1.80 0.69/2.30 0.87/2.95 ----/8.28
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.77/0.07 -0.23/0.27 0.66/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.49/1.96 0.69/2.13 1.00/0.00 ----/6.32
ERA5_en01 0.98/0.20 0.75/0.07 -0.14/0.24 0.68/0.13 0.98/0.08 0.98/0.06 0.95/0.37 0.96/0.24 0.49/2.00 0.66/2.24 0.79/3.59 0.89/6.70
ERA5_en02 0.97/0.22 0.71/0.07 -0.14/0.24 0.68/0.12 0.98/0.09 0.98/0.06 0.95/0.39 0.96/0.25 0.48/2.03 0.64/2.37 0.76/3.85 0.88/6.73
ERA5_en03 0.97/0.22 0.66/0.08 -0.14/0.24 0.67/0.13 0.98/0.09 0.98/0.06 0.94/0.40 0.96/0.25 0.47/2.03 0.64/2.30 0.77/3.82 0.88/6.73
ERA5_en04 0.97/0.24 0.72/0.08 -0.12/0.24 0.68/0.12 0.97/0.09 0.97/0.07 0.94/0.41 0.95/0.26 0.48/2.02 0.65/2.33 0.77/3.78 0.87/6.74
ERA5_en05 0.97/0.22 0.71/0.08 -0.14/0.24 0.69/0.12 0.98/0.09 0.97/0.07 0.94/0.40 0.96/0.25 0.47/2.03 0.65/2.35 0.76/3.84 0.88/6.74
ERA5_en06 0.96/0.26 0.70/0.08 -0.12/0.24 0.67/0.13 0.97/0.10 0.97/0.07 0.93/0.44 0.95/0.27 0.46/2.06 0.64/2.40 0.75/3.96 0.86/6.78
ERA5_en07 0.97/0.23 0.71/0.08 -0.15/0.24 0.67/0.13 0.98/0.09 0.98/0.07 0.94/0.40 0.96/0.25 0.47/2.04 0.63/2.42 0.76/3.84 0.88/6.74
ERA5_en08 0.97/0.22 0.71/0.08 -0.14/0.24 0.67/0.13 0.98/0.09 0.98/0.07 0.94/0.40 0.96/0.25 0.47/2.04 0.64/2.37 0.76/3.86 0.88/6.74
ERA5_en09 0.98/0.20 0.71/0.08 -0.13/0.24 0.68/0.13 0.98/0.08 0.98/0.06 0.95/0.37 0.96/0.23 0.47/2.03 0.64/2.34 0.77/3.77 0.89/6.71
ERA5_en10 0.97/0.23 0.70/0.08 -0.14/0.24 0.68/0.13 0.98/0.09 0.97/0.07 0.94/0.40 0.95/0.25 0.48/2.03 0.65/2.39 0.75/3.94 0.87/6.75
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.77/0.09 -0.05/0.23 0.67/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.52/1.82 0.67/2.63 1.00/0.00 ----/5.78
ERA5_en01 0.97/0.20 0.79/0.09 -0.01/0.24 0.71/0.14 0.97/0.09 0.97/0.07 0.96/0.39 0.94/0.28 0.53/1.76 0.68/2.48 0.80/4.01 0.88/6.17
ERA5_en02 0.97/0.22 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.07 0.95/0.41 0.94/0.29 0.52/1.80 0.65/2.60 0.79/4.15 0.87/6.20
ERA5_en03 0.97/0.22 0.77/0.10 -0.01/0.24 0.72/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.79 0.62/2.65 0.78/4.21 0.87/6.21
ERA5_en04 0.96/0.24 0.77/0.09 -0.01/0.24 0.72/0.13 0.96/0.10 0.95/0.08 0.95/0.42 0.93/0.31 0.50/1.83 0.65/2.60 0.76/4.36 0.85/6.23
ERA5_en05 0.97/0.22 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.53/1.79 0.65/2.63 0.78/4.16 0.87/6.21
ERA5_en06 0.96/0.26 0.79/0.10 0.01/0.24 0.71/0.14 0.95/0.11 0.95/0.09 0.95/0.43 0.92/0.32 0.53/1.79 0.64/2.67 0.78/4.22 0.85/6.24
ERA5_en07 0.97/0.23 0.76/0.10 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.80 0.66/2.59 0.76/4.36 0.86/6.22
ERA5_en08 0.97/0.22 0.78/0.10 0.02/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.81 0.65/2.67 0.78/4.23 0.86/6.22
ERA5_en09 0.98/0.20 0.79/0.09 -0.01/0.24 0.71/0.14 0.97/0.09 0.97/0.07 0.96/0.39 0.94/0.28 0.53/1.78 0.67/2.51 0.79/4.16 0.88/6.18
ERA5_en10 0.97/0.23 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.54/1.77 0.68/2.57 0.79/4.14 0.86/6.21
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.59/0.06 0.86/0.09 0.57/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.52/2.44 0.63/2.31 1.00/0.00 ----/6.78
ERA5_en01 1.00/0.06 0.61/0.06 0.85/0.09 0.58/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.97/0.19 0.51/2.44 0.62/2.29 0.92/2.95 ----/6.99
ERA5_en02 1.00/0.07 0.57/0.07 0.83/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.48/2.50 0.60/2.43 0.90/3.26 ----/7.02
ERA5_en03 1.00/0.07 0.57/0.06 0.84/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.62/2.33 0.91/3.17 ----/7.00
ERA5_en04 1.00/0.07 0.52/0.07 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.27 0.96/0.20 0.48/2.50 0.58/2.49 0.90/3.38 ----/7.02
ERA5_en05 1.00/0.07 0.58/0.06 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.49/2.48 0.60/2.44 0.91/3.22 ----/7.01
ERA5_en06 1.00/0.07 0.59/0.07 0.85/0.09 0.55/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.58/2.46 0.91/3.23 ----/7.02
ERA5_en07 1.00/0.07 0.58/0.07 0.84/0.09 0.56/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.47 0.61/2.38 0.91/3.19 ----/7.01
ERA5_en08 1.00/0.07 0.57/0.07 0.84/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.47 0.59/2.47 0.91/3.21 ----/7.01
ERA5_en09 1.00/0.07 0.61/0.06 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.60/2.40 0.91/3.18 ----/7.01
ERA5_en10 1.00/0.07 0.55/0.07 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.27 0.96/0.20 0.50/2.46 0.61/2.42 0.90/3.31 ----/7.01
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.07 -0.58/0.30 0.72/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.49/2.43 0.68/2.66 1.00/0.00 ----/5.30
ERA5_en01 1.00/0.06 0.78/0.06 -0.56/0.30 0.73/0.12 1.00/0.03 1.00/0.02 0.98/0.26 0.97/0.23 0.50/2.41 0.69/2.54 0.83/3.54 ----/5.54
ERA5_en02 1.00/0.08 0.76/0.07 -0.55/0.30 0.73/0.12 1.00/0.04 1.00/0.03 0.98/0.28 0.97/0.23 0.49/2.45 0.67/2.68 0.80/3.90 ----/5.59
ERA5_en03 1.00/0.07 0.77/0.07 -0.57/0.31 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.43 0.68/2.63 0.80/3.84 ----/5.57
ERA5_en04 1.00/0.07 0.78/0.07 -0.57/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.50/2.42 0.67/2.67 0.81/3.81 ----/5.57
ERA5_en05 1.00/0.06 0.75/0.07 -0.56/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.50/2.42 0.67/2.68 0.81/3.73 ----/5.57
ERA5_en06 1.00/0.08 0.74/0.07 -0.57/0.30 0.73/0.12 1.00/0.04 1.00/0.03 0.98/0.28 0.97/0.23 0.50/2.42 0.67/2.64 0.81/3.76 ----/5.58
ERA5_en07 1.00/0.05 0.72/0.08 -0.57/0.30 0.74/0.12 1.00/0.03 1.00/0.02 0.98/0.27 0.97/0.23 0.49/2.45 0.67/2.74 0.80/3.82 ----/5.57
ERA5_en08 1.00/0.06 0.74/0.07 -0.55/0.30 0.73/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.47 0.68/2.69 0.80/3.92 ----/5.58
ERA5_en09 1.00/0.07 0.73/0.07 -0.58/0.31 0.73/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.45 0.68/2.68 0.80/3.96 ----/5.58
ERA5_en10 1.00/0.06 0.74/0.07 -0.55/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.44 0.67/2.67 0.81/3.84 ----/5.57
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.06 -0.64/0.25 0.64/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/2.30 0.69/2.38 1.00/0.00 ----/6.68
ERA5_en01 1.00/0.07 0.69/0.06 -0.61/0.25 0.65/0.11 1.00/0.03 0.99/0.03 0.98/0.25 0.97/0.18 0.49/2.33 0.69/2.33 0.79/4.44 ----/6.97
ERA5_en02 0.99/0.10 0.68/0.07 -0.61/0.25 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.49/2.33 0.67/2.42 0.75/4.72 ----/7.02
ERA5_en03 0.99/0.10 0.67/0.07 -0.61/0.26 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.49/2.35 0.67/2.40 0.76/4.64 ----/7.01
ERA5_en04 0.99/0.11 0.66/0.07 -0.62/0.25 0.64/0.11 0.99/0.05 0.99/0.04 0.98/0.27 0.96/0.20 0.47/2.40 0.66/2.49 0.76/4.71 ----/7.03
ERA5_en05 0.99/0.10 0.65/0.07 -0.59/0.25 0.63/0.11 1.00/0.04 0.99/0.03 0.98/0.27 0.96/0.20 0.47/2.38 0.65/2.53 0.76/4.68 ----/7.02
ERA5_en06 0.99/0.10 0.66/0.07 -0.60/0.25 0.64/0.11 0.99/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.37 0.66/2.46 0.77/4.59 ----/7.02
ERA5_en07 1.00/0.08 0.66/0.07 -0.60/0.25 0.65/0.11 1.00/0.04 0.99/0.03 0.98/0.26 0.96/0.19 0.48/2.36 0.65/2.53 0.77/4.54 ----/7.00
ERA5_en08 1.00/0.09 0.66/0.07 -0.62/0.25 0.64/0.11 1.00/0.04 0.99/0.03 0.98/0.27 0.96/0.20 0.48/2.36 0.67/2.44 0.75/4.74 ----/7.01
ERA5_en09 0.99/0.10 0.68/0.07 -0.62/0.25 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.38 0.66/2.51 0.77/4.61 ----/7.02
ERA5_en10 0.99/0.10 0.67/0.07 -0.60/0.25 0.63/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.35 0.68/2.37 0.76/4.66 ----/7.01
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.08 0.44/0.20 0.70/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.57/1.43 0.70/1.70 1.00/0.00 ----/7.16
ERA5_en01 1.00/0.02 0.79/0.08 0.43/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.31 0.97/0.21 0.58/1.41 0.71/1.64 0.96/1.18 ----/7.26
ERA5_en02 1.00/0.03 0.76/0.08 0.45/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.67/1.87 0.94/1.57 ----/7.30
ERA5_en03 1.00/0.03 0.73/0.08 0.42/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.58/1.43 0.70/1.77 0.94/1.51 ----/7.29
ERA5_en04 1.00/0.03 0.78/0.08 0.45/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.58/1.42 0.69/1.77 0.95/1.37 ----/7.28
ERA5_en05 1.00/0.03 0.73/0.09 0.42/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.56/1.45 0.65/1.91 0.93/1.69 ----/7.31
ERA5_en06 1.00/0.03 0.73/0.08 0.44/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.68/1.77 0.94/1.51 ----/7.29
ERA5_en07 1.00/0.03 0.76/0.08 0.44/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.56/1.45 0.67/1.89 0.94/1.60 ----/7.30
ERA5_en08 1.00/0.03 0.75/0.08 0.42/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.31 0.97/0.21 0.57/1.44 0.67/1.79 0.95/1.49 ----/7.29
ERA5_en09 1.00/0.03 0.77/0.08 0.43/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.69/1.78 0.94/1.58 ----/7.29
ERA5_en10 1.00/0.03 0.76/0.08 0.44/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.67/1.82 0.94/1.50 ----/7.29
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.69/0.08 -0.05/0.86 0.50/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.28/2.05 0.34/2.48 1.00/0.00 ----/6.47
ERA5_en01 1.00/0.06 0.68/0.09 0.02/0.85 0.50/0.11 1.00/0.02 1.00/0.02 0.98/0.16 0.96/0.16 0.28/2.04 0.33/2.51 0.89/1.42 ----/6.61
ERA5_en02 1.00/0.07 0.65/0.09 0.05/0.84 0.50/0.11 0.99/0.03 0.99/0.03 0.97/0.17 0.96/0.16 0.27/2.07 0.32/2.58 0.85/1.72 ----/6.63
ERA5_en03 1.00/0.05 0.65/0.10 0.03/0.85 0.51/0.11 0.99/0.02 0.99/0.02 0.98/0.16 0.96/0.16 0.27/2.06 0.31/2.60 0.85/1.69 ----/6.62
ERA5_en04 1.00/0.06 0.63/0.09 0.03/0.85 0.49/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.05 0.34/2.47 0.85/1.68 ----/6.62
ERA5_en05 1.00/0.05 0.66/0.09 0.03/0.85 0.51/0.11 1.00/0.02 0.99/0.02 0.98/0.16 0.96/0.16 0.29/2.04 0.35/2.51 0.86/1.66 ----/6.61
ERA5_en06 1.00/0.06 0.66/0.09 0.03/0.85 0.50/0.11 0.99/0.03 0.99/0.02 0.98/0.17 0.96/0.16 0.28/2.05 0.34/2.54 0.85/1.68 ----/6.62
ERA5_en07 1.00/0.06 0.65/0.09 0.02/0.85 0.49/0.11 0.99/0.03 0.99/0.02 0.98/0.17 0.96/0.16 0.28/2.05 0.33/2.48 0.86/1.62 ----/6.61
ERA5_en08 1.00/0.07 0.63/0.10 0.03/0.85 0.50/0.11 0.99/0.03 0.99/0.03 0.97/0.17 0.96/0.16 0.27/2.06 0.30/2.58 0.85/1.71 ----/6.63
ERA5_en09 1.00/0.06 0.66/0.09 0.04/0.85 0.48/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.06 0.28/2.62 0.85/1.66 ----/6.63
ERA5_en10 1.00/0.06 0.65/0.10 0.04/0.84 0.49/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.05 0.31/2.61 0.84/1.73 ----/6.63
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.08 0.41/0.24 0.71/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.32/2.02 0.61/1.98 1.00/0.00 ----/6.05
ERA5_en01 1.00/0.05 0.76/0.07 0.44/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.10 0.32/2.01 0.62/1.92 0.90/1.27 ----/6.17
ERA5_en02 1.00/0.06 0.74/0.08 0.45/0.23 0.72/0.10 1.00/0.03 0.99/0.02 0.98/0.18 0.98/0.11 0.31/2.03 0.58/2.00 0.87/1.49 ----/6.20
ERA5_en03 1.00/0.05 0.72/0.09 0.45/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.03 0.60/2.04 0.86/1.54 ----/6.19
ERA5_en04 1.00/0.06 0.74/0.08 0.44/0.23 0.71/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.32/2.03 0.59/1.98 0.86/1.51 ----/6.19
ERA5_en05 1.00/0.05 0.74/0.08 0.45/0.23 0.71/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.04 0.60/2.07 0.85/1.61 ----/6.19
ERA5_en06 1.00/0.05 0.73/0.08 0.45/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.03 0.59/2.06 0.86/1.51 ----/6.19
ERA5_en07 1.00/0.05 0.74/0.08 0.46/0.23 0.72/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.31/2.03 0.58/2.03 0.86/1.53 ----/6.19
ERA5_en08 1.00/0.07 0.72/0.08 0.45/0.23 0.72/0.11 1.00/0.03 0.99/0.02 0.98/0.18 0.98/0.11 0.32/2.03 0.60/2.01 0.86/1.51 ----/6.20
ERA5_en09 1.00/0.06 0.74/0.08 0.46/0.23 0.71/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.31/2.02 0.60/1.99 0.87/1.49 ----/6.19
ERA5_en10 1.00/0.06 0.75/0.08 0.44/0.23 0.72/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.32/2.01 0.60/2.00 0.87/1.44 ----/6.19
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.85/0.05 0.69/0.09 0.79/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.72/0.72 0.78/0.94 1.00/0.00 ----/4.39
ERA5_en01 1.00/0.04 0.85/0.04 0.68/0.09 0.81/0.06 1.00/0.02 1.00/0.01 0.99/0.16 0.97/0.12 0.72/0.70 0.79/0.86 0.90/1.44 ----/4.50
ERA5_en02 1.00/0.04 0.83/0.05 0.65/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.76/0.93 0.88/1.58 ----/4.52
ERA5_en03 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.72/0.70 0.74/0.95 0.88/1.57 ----/4.52
ERA5_en04 1.00/0.04 0.82/0.05 0.68/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.74/0.96 0.88/1.61 ----/4.52
ERA5_en05 1.00/0.04 0.83/0.05 0.67/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.72 0.72/1.01 0.88/1.57 ----/4.52
ERA5_en06 1.00/0.04 0.81/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.71/0.71 0.74/0.94 0.88/1.54 ----/4.52
ERA5_en07 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.71/0.72 0.69/1.06 0.88/1.54 ----/4.53
ERA5_en08 1.00/0.04 0.81/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.72 0.74/0.98 0.88/1.56 ----/4.52
ERA5_en09 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.70/0.72 0.73/0.97 0.88/1.58 ----/4.52
ERA5_en10 1.00/0.04 0.82/0.05 0.66/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.75/0.96 0.88/1.55 ----/4.52
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.88/0.06 0.82/0.09 0.85/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.50/0.78 0.63/1.67 1.00/0.00 ----/3.88
ERA5_en01 1.00/0.04 0.88/0.06 0.82/0.09 0.86/0.06 1.00/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.53/0.76 0.64/1.67 0.82/1.76 ----/4.01
ERA5_en02 1.00/0.05 0.87/0.06 0.83/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.64/1.62 0.80/1.86 ----/4.03
ERA5_en03 1.00/0.05 0.87/0.06 0.82/0.09 0.86/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.52/0.77 0.63/1.66 0.80/1.86 ----/4.03
ERA5_en04 1.00/0.05 0.87/0.06 0.81/0.09 0.86/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.53/0.77 0.66/1.57 0.80/1.86 ----/4.02
ERA5_en05 1.00/0.05 0.87/0.06 0.81/0.09 0.86/0.06 1.00/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.52/0.77 0.62/1.71 0.81/1.83 ----/4.02
ERA5_en06 1.00/0.05 0.87/0.06 0.82/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.64/1.67 0.80/1.85 ----/4.03
ERA5_en07 1.00/0.05 0.86/0.06 0.83/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.66/1.55 0.80/1.85 ----/4.02
ERA5_en08 1.00/0.05 0.86/0.06 0.81/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.52/0.78 0.65/1.63 0.80/1.88 ----/4.03
ERA5_en09 1.00/0.05 0.87/0.06 0.82/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.50/0.78 0.64/1.63 0.80/1.85 ----/4.02
ERA5_en10 1.00/0.05 0.87/0.06 0.81/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.53/0.77 0.64/1.71 0.80/1.86 ----/4.03
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.04 0.41/0.11 0.59/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/0.90 0.65/0.97 1.00/0.00 ----/3.12
ERA5_en01 1.00/0.02 0.79/0.04 0.43/0.11 0.62/0.06 1.00/0.01 1.00/0.01 0.98/0.11 0.97/0.08 0.51/0.90 0.67/0.93 0.87/1.27 ----/3.21
ERA5_en02 1.00/0.03 0.77/0.05 0.45/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.12 0.97/0.08 0.50/0.91 0.63/1.02 0.82/1.46 ----/3.23
ERA5_en03 1.00/0.03 0.78/0.05 0.43/0.11 0.59/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.02 0.83/1.43 ----/3.23
ERA5_en04 1.00/0.03 0.77/0.05 0.43/0.11 0.62/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.03 0.84/1.41 ----/3.23
ERA5_en05 1.00/0.03 0.77/0.05 0.43/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.03 0.83/1.44 ----/3.23
ERA5_en06 1.00/0.03 0.76/0.05 0.45/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.64/1.01 0.83/1.43 ----/3.23
ERA5_en07 1.00/0.03 0.76/0.05 0.42/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.50/0.92 0.65/1.00 0.84/1.39 ----/3.23
ERA5_en08 1.00/0.03 0.76/0.05 0.44/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.12 0.97/0.08 0.49/0.92 0.60/1.07 0.83/1.43 ----/3.23
ERA5_en09 1.00/0.03 0.76/0.05 0.45/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.50/0.91 0.65/1.00 0.84/1.38 ----/3.23
ERA5_en10 1.00/0.03 0.77/0.05 0.45/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.62/1.04 0.83/1.43 ----/3.23
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.71/0.04 -0.03/0.49 0.55/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.72/1.11 0.62/1.78 1.00/0.00 ----/3.32
ERA5_en01 1.00/0.02 0.70/0.04 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.01 0.99/0.28 0.97/0.21 0.72/1.06 0.62/1.69 0.94/1.95 ----/3.45
ERA5_en02 1.00/0.02 0.69/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.73/1.08 0.61/1.76 0.94/2.06 ----/3.46
ERA5_en03 1.00/0.02 0.69/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.08 0.62/1.75 0.94/2.02 ----/3.46
ERA5_en04 1.00/0.02 0.68/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.09 0.62/1.76 0.94/2.06 ----/3.46
ERA5_en05 1.00/0.02 0.70/0.05 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.08 0.61/1.76 0.94/2.05 ----/3.46
ERA5_en06 1.00/0.02 0.68/0.05 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.08 0.61/1.76 0.94/2.00 ----/3.46
ERA5_en07 1.00/0.02 0.70/0.04 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.09 0.61/1.79 0.94/2.01 ----/3.46
ERA5_en08 1.00/0.02 0.67/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.01 0.99/0.28 0.96/0.21 0.72/1.09 0.62/1.79 0.94/2.05 ----/3.46
ERA5_en09 1.00/0.02 0.70/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.09 0.62/1.77 0.94/2.01 ----/3.46
ERA5_en10 1.00/0.02 0.68/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.73/1.09 0.63/1.77 0.94/2.04 ----/3.46
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.04 -0.14/0.37 0.58/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.21/1.54 0.42/2.29 1.00/0.00 ----/2.64
ERA5_en01 1.00/0.03 0.78/0.04 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.55 0.41/2.23 0.81/3.49 ----/2.85
ERA5_en02 1.00/0.03 0.78/0.05 -0.13/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.22 0.81/3.54 ----/2.86
ERA5_en03 1.00/0.03 0.78/0.04 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.57 0.39/2.24 0.81/3.53 ----/2.86
ERA5_en04 1.00/0.03 0.77/0.04 -0.13/0.36 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.26 0.81/3.52 ----/2.86
ERA5_en05 1.00/0.03 0.79/0.04 -0.13/0.37 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.17/1.60 0.40/2.32 0.81/3.54 ----/2.87
ERA5_en06 1.00/0.03 0.78/0.05 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.27 0.81/3.51 ----/2.86
ERA5_en07 1.00/0.03 0.78/0.04 -0.14/0.37 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.19/1.58 0.40/2.31 0.81/3.52 ----/2.86
ERA5_en08 1.00/0.03 0.77/0.05 -0.13/0.36 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.41/2.27 0.81/3.53 ----/2.86
ERA5_en09 1.00/0.03 0.79/0.04 -0.13/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.41/2.27 0.81/3.51 ----/2.86
ERA5_en10 1.00/0.03 0.77/0.04 -0.14/0.37 0.57/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.17/1.58 0.40/2.27 0.81/3.52 ----/2.86
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.67/0.05 -0.11/0.29 0.30/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.43/1.88 0.49/2.76 1.00/0.00 ----/3.08
ERA5_en01 1.00/0.02 0.67/0.05 -0.06/0.29 0.32/0.13 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.84 0.49/2.67 0.77/3.61 ----/3.30
ERA5_en02 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.73 0.76/3.66 ----/3.30
ERA5_en03 1.00/0.02 0.63/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.72 0.76/3.65 ----/3.30
ERA5_en04 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.71 0.76/3.65 ----/3.30
ERA5_en05 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.44/1.86 0.49/2.71 0.76/3.66 ----/3.30
ERA5_en06 1.00/0.02 0.66/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.88 0.50/2.73 0.76/3.65 ----/3.30
ERA5_en07 1.00/0.02 0.64/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.44/1.88 0.50/2.72 0.76/3.66 ----/3.30
ERA5_en08 1.00/0.02 0.64/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.49/2.72 0.76/3.68 ----/3.31
ERA5_en09 1.00/0.02 0.65/0.05 -0.05/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.88 0.49/2.72 0.76/3.66 ----/3.30
ERA5_en10 1.00/0.02 0.66/0.05 -0.07/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.71 0.76/3.65 ----/3.30
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.74/0.10 0.69/0.53 0.72/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.82/2.46 0.77/3.24 1.00/0.00 ----/9.45
ERA5_en01 1.00/0.02 0.74/0.10 0.69/0.52 0.73/0.13 1.00/0.03 1.00/0.02 0.98/0.49 0.97/0.37 0.82/2.37 0.77/3.11 0.94/5.34 ----/9.77
ERA5_en02 1.00/0.02 0.71/0.11 0.69/0.51 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.39 0.76/3.11 0.93/5.73 ----/9.79
ERA5_en03 1.00/0.02 0.75/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.37 0.77/3.10 0.93/5.61 ----/9.78
ERA5_en04 1.00/0.02 0.69/0.11 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.43 0.78/3.03 0.93/5.54 ----/9.78
ERA5_en05 1.00/0.02 0.72/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.09 0.93/5.51 ----/9.78
ERA5_en06 1.00/0.02 0.73/0.10 0.69/0.51 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.39 0.75/3.27 0.93/5.54 ----/9.79
ERA5_en07 1.00/0.02 0.74/0.10 0.69/0.52 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.17 0.93/5.67 ----/9.79
ERA5_en08 1.00/0.02 0.73/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.45 0.76/3.20 0.93/5.54 ----/9.79
ERA5_en09 1.00/0.02 0.72/0.10 0.69/0.52 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.10 0.93/5.70 ----/9.79
ERA5_en10 1.00/0.02 0.72/0.11 0.70/0.51 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.75/3.26 0.93/5.57 ----/9.79
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.08 0.53/0.25 0.61/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.63/1.03 0.73/1.76 1.00/0.00 ----/7.53
ERA5_en01 1.00/0.01 0.83/0.08 0.53/0.25 0.63/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.20 0.64/1.01 0.74/1.74 0.93/1.28 ----/7.62
ERA5_en02 1.00/0.02 0.82/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.72/1.82 0.91/1.39 ----/7.64
ERA5_en03 1.00/0.02 0.82/0.08 0.53/0.25 0.63/0.10 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.72/1.82 0.92/1.37 ----/7.63
ERA5_en04 1.00/0.02 0.81/0.09 0.54/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.60/1.07 0.66/1.99 0.91/1.43 ----/7.65
ERA5_en05 1.00/0.02 0.80/0.09 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.61/1.05 0.68/1.93 0.91/1.39 ----/7.64
ERA5_en06 1.00/0.01 0.83/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.71/1.83 0.91/1.40 ----/7.64
ERA5_en07 1.00/0.02 0.81/0.09 0.51/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.71/1.88 0.91/1.44 ----/7.64
ERA5_en08 1.00/0.01 0.82/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.70/1.89 0.91/1.44 ----/7.64
ERA5_en09 1.00/0.02 0.82/0.08 0.52/0.25 0.63/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.71/1.87 0.90/1.46 ----/7.64
ERA5_en10 1.00/0.02 0.83/0.08 0.53/0.26 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.73/1.79 0.91/1.42 ----/7.64
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.12 -0.16/0.43 0.57/0.16 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.29/0.65 0.35/2.70 1.00/0.00 ----/8.16
ERA5_en01 1.00/0.02 0.77/0.12 -0.17/0.42 0.58/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.37/2.50 0.85/1.04 ----/8.23
ERA5_en02 1.00/0.02 0.76/0.12 -0.17/0.43 0.57/0.14 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.65 0.36/2.53 0.82/1.15 ----/8.24
ERA5_en03 1.00/0.02 0.77/0.12 -0.16/0.42 0.57/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.29/0.66 0.34/2.64 0.82/1.18 ----/8.25
ERA5_en04 1.00/0.02 0.78/0.12 -0.16/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.28/0.65 0.28/2.65 0.82/1.16 ----/8.25
ERA5_en05 1.00/0.02 0.76/0.12 -0.15/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.33/2.70 0.82/1.18 ----/8.25
ERA5_en06 1.00/0.02 0.78/0.12 -0.17/0.43 0.58/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.34/0.62 0.42/2.53 0.83/1.12 ----/8.24
ERA5_en07 1.00/0.02 0.76/0.13 -0.16/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.65 0.34/2.61 0.81/1.18 ----/8.25
ERA5_en08 1.00/0.02 0.77/0.13 -0.16/0.42 0.58/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.64 0.32/2.59 0.82/1.16 ----/8.24
ERA5_en09 1.00/0.02 0.76/0.13 -0.14/0.42 0.58/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.33/0.63 0.37/2.52 0.82/1.15 ----/8.24
ERA5_en10 1.00/0.02 0.77/0.12 -0.16/0.43 0.57/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.37/2.52 0.83/1.11 ----/8.24
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.08 0.61/0.27 0.59/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.67/1.58 0.63/2.40 1.00/0.00 ----/6.34
ERA5_en01 1.00/0.02 0.68/0.08 0.62/0.27 0.60/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.67/1.54 0.64/2.30 0.90/4.08 ----/6.59
ERA5_en02 1.00/0.02 0.66/0.09 0.63/0.26 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.56 0.60/2.55 0.89/4.29 ----/6.61
ERA5_en03 1.00/0.02 0.67/0.09 0.64/0.26 0.59/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.54 0.62/2.38 0.89/4.24 ----/6.60
ERA5_en04 1.00/0.02 0.63/0.08 0.63/0.26 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.57 0.61/2.48 0.89/4.27 ----/6.61
ERA5_en05 1.00/0.02 0.66/0.09 0.64/0.26 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.59 0.63/2.49 0.89/4.28 ----/6.61
ERA5_en06 1.00/0.02 0.63/0.09 0.61/0.27 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.67/1.56 0.61/2.51 0.89/4.32 ----/6.61
ERA5_en07 1.00/0.02 0.67/0.08 0.60/0.27 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.67/1.57 0.60/2.58 0.89/4.23 ----/6.61
ERA5_en08 1.00/0.02 0.66/0.08 0.63/0.26 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.58 0.62/2.46 0.89/4.32 ----/6.61
ERA5_en09 1.00/0.02 0.64/0.08 0.61/0.27 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.56 0.63/2.44 0.89/4.27 ----/6.61
ERA5_en10 1.00/0.02 0.64/0.08 0.62/0.27 0.61/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.66/1.61 0.62/2.49 0.88/4.34 ----/6.61
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.78/0.07 0.74/0.18 0.74/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.83/0.84 0.83/1.02 1.00/0.00 ----/4.14
ERA5_en01 1.00/0.01 0.78/0.07 0.75/0.18 0.76/0.05 1.00/0.01 1.00/0.01 0.98/0.17 0.97/0.13 0.83/0.81 0.84/0.98 0.93/1.85 ----/4.25
ERA5_en02 1.00/0.01 0.77/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.95 ----/4.26
ERA5_en03 1.00/0.01 0.76/0.07 0.75/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.09 0.92/1.92 ----/4.26
ERA5_en04 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.81 0.80/1.09 0.93/1.91 ----/4.26
ERA5_en05 1.00/0.01 0.76/0.07 0.76/0.18 0.76/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.94 ----/4.26
ERA5_en06 1.00/0.01 0.76/0.07 0.74/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.83 0.80/1.11 0.92/1.94 ----/4.26
ERA5_en07 1.00/0.01 0.76/0.07 0.75/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.93 ----/4.26
ERA5_en08 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.10 0.92/1.93 ----/4.26
ERA5_en09 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.84 0.80/1.11 0.92/1.92 ----/4.26
ERA5_en10 1.00/0.01 0.76/0.07 0.74/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.80/1.10 0.92/1.99 ----/4.27
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.71/0.06 0.64/0.37 0.57/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/1.78 0.68/2.35 1.00/0.00 ----/3.75
ERA5_en01 1.00/0.01 0.71/0.06 0.65/0.36 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.71 0.68/2.26 0.93/3.58 ----/3.96
ERA5_en02 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.74 0.67/2.32 0.92/3.66 ----/3.97
ERA5_en03 1.00/0.01 0.71/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.72 0.69/2.30 0.92/3.64 ----/3.96
ERA5_en04 1.00/0.01 0.70/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.74 0.66/2.37 0.92/3.66 ----/3.97
ERA5_en05 1.00/0.01 0.70/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.68/2.35 0.92/3.65 ----/3.97
ERA5_en06 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.73 0.68/2.29 0.92/3.64 ----/3.97
ERA5_en07 1.00/0.01 0.70/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.68/2.33 0.92/3.62 ----/3.97
ERA5_en08 1.00/0.01 0.70/0.06 0.65/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.73 0.68/2.32 0.92/3.64 ----/3.97
ERA5_en09 1.00/0.01 0.70/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.67/2.34 0.92/3.67 ----/3.97
ERA5_en10 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.75 0.66/2.39 0.92/3.64 ----/3.97
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.78/0.10 0.71/0.53 0.71/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.82/2.43 0.75/3.32 1.00/0.00 ----/9.59
ERA5_en01 1.00/0.02 0.77/0.10 0.71/0.51 0.72/0.14 1.00/0.03 1.00/0.02 0.98/0.49 0.97/0.36 0.83/2.33 0.75/3.19 0.94/5.20 ----/9.89
ERA5_en02 1.00/0.02 0.75/0.11 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.36 0.74/3.20 0.93/5.58 ----/9.91
ERA5_en03 1.00/0.02 0.78/0.10 0.71/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.33 0.74/3.24 0.94/5.51 ----/9.91
ERA5_en04 1.00/0.02 0.74/0.11 0.71/0.52 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.82/2.37 0.76/3.10 0.94/5.37 ----/9.90
ERA5_en05 1.00/0.02 0.76/0.10 0.71/0.51 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.34 0.75/3.18 0.94/5.33 ----/9.90
ERA5_en06 1.00/0.02 0.77/0.10 0.72/0.51 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.72/3.38 0.94/5.40 ----/9.91
ERA5_en07 1.00/0.02 0.76/0.10 0.71/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.75/3.26 0.93/5.52 ----/9.92
ERA5_en08 1.00/0.02 0.77/0.10 0.71/0.52 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.82/2.40 0.74/3.31 0.94/5.42 ----/9.92
ERA5_en09 1.00/0.02 0.77/0.10 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.74/3.26 0.93/5.56 ----/9.92
ERA5_en10 1.00/0.02 0.77/0.10 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.74/3.33 0.94/5.37 ----/9.91
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.08 0.55/0.23 0.56/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.73/0.93 0.74/1.61 1.00/0.00 ----/7.32
ERA5_en01 1.00/0.01 0.76/0.08 0.55/0.22 0.57/0.11 1.00/0.01 1.00/0.01 0.97/0.18 0.97/0.18 0.74/0.91 0.74/1.59 0.91/1.32 ----/7.41
ERA5_en02 1.00/0.01 0.75/0.08 0.55/0.22 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.73/1.63 0.90/1.41 ----/7.42
ERA5_en03 1.00/0.01 0.69/0.08 0.56/0.22 0.58/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.72/1.63 0.89/1.44 ----/7.42
ERA5_en04 1.00/0.01 0.75/0.08 0.56/0.22 0.58/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.72/1.69 0.90/1.44 ----/7.43
ERA5_en05 1.00/0.01 0.76/0.08 0.55/0.23 0.57/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.69/1.78 0.90/1.41 ----/7.43
ERA5_en06 1.00/0.01 0.72/0.08 0.56/0.22 0.56/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.71/1.67 0.90/1.40 ----/7.43
ERA5_en07 1.00/0.01 0.74/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.69/1.77 0.89/1.45 ----/7.43
ERA5_en08 1.00/0.01 0.73/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.72/1.69 0.89/1.48 ----/7.43
ERA5_en09 1.00/0.01 0.75/0.09 0.55/0.23 0.57/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.72/1.74 0.89/1.48 ----/7.43
ERA5_en10 1.00/0.01 0.75/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.74/0.92 0.76/1.56 0.90/1.44 ----/7.42
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.82/0.09 0.53/0.25 0.58/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.31/0.56 0.41/1.78 1.00/0.00 ----/7.98
ERA5_en01 1.00/0.01 0.82/0.09 0.54/0.25 0.59/0.13 1.00/0.02 1.00/0.01 0.97/0.16 0.96/0.14 0.33/0.53 0.42/1.71 0.86/1.21 ----/8.06
ERA5_en02 1.00/0.02 0.80/0.10 0.53/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.31/0.56 0.39/1.86 0.83/1.31 ----/8.08
ERA5_en03 1.00/0.01 0.79/0.10 0.54/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.41/1.81 0.84/1.30 ----/8.08
ERA5_en04 1.00/0.01 0.80/0.10 0.52/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.31/0.56 0.38/1.96 0.84/1.31 ----/8.09
ERA5_en05 1.00/0.01 0.80/0.10 0.53/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.56 0.41/1.77 0.84/1.30 ----/8.08
ERA5_en06 1.00/0.02 0.80/0.10 0.55/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.42/1.83 0.83/1.32 ----/8.08
ERA5_en07 1.00/0.01 0.79/0.10 0.54/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.33/0.56 0.43/1.73 0.84/1.30 ----/8.07
ERA5_en08 1.00/0.01 0.79/0.10 0.56/0.24 0.60/0.13 0.99/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.34/0.56 0.41/1.86 0.84/1.30 ----/8.08
ERA5_en09 1.00/0.02 0.78/0.10 0.57/0.24 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.33/1.89 0.83/1.35 ----/8.08
ERA5_en10 1.00/0.01 0.80/0.10 0.55/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.37/1.86 0.84/1.31 ----/8.08
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.08 0.65/0.33 0.56/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/1.79 0.63/3.04 1.00/0.00 ----/6.68
ERA5_en01 1.00/0.02 0.68/0.08 0.65/0.32 0.57/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.97/0.28 0.74/1.74 0.64/2.91 0.90/4.52 ----/6.94
ERA5_en02 1.00/0.02 0.67/0.09 0.66/0.32 0.56/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.79 0.61/3.13 0.89/4.73 ----/6.97
ERA5_en03 1.00/0.02 0.66/0.09 0.65/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.79 0.61/3.12 0.89/4.69 ----/6.96
ERA5_en04 1.00/0.02 0.66/0.09 0.66/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.79 0.61/3.09 0.89/4.69 ----/6.96
ERA5_en05 1.00/0.02 0.66/0.09 0.67/0.32 0.55/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.83 0.62/3.14 0.89/4.68 ----/6.97
ERA5_en06 1.00/0.02 0.65/0.09 0.66/0.32 0.56/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.77 0.61/3.10 0.90/4.65 ----/6.96
ERA5_en07 1.00/0.02 0.68/0.09 0.66/0.32 0.55/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.80 0.61/3.21 0.89/4.72 ----/6.97
ERA5_en08 1.00/0.02 0.65/0.09 0.67/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.83 0.64/3.08 0.89/4.78 ----/6.97
ERA5_en09 1.00/0.02 0.66/0.09 0.65/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.79 0.63/3.02 0.89/4.68 ----/6.96
ERA5_en10 1.00/0.02 0.62/0.09 0.66/0.32 0.57/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.81 0.62/3.08 0.89/4.68 ----/6.96
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.06 0.76/0.18 0.71/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.84/0.84 0.79/1.19 1.00/0.00 ----/4.05
ERA5_en01 1.00/0.01 0.83/0.06 0.77/0.18 0.72/0.06 1.00/0.01 1.00/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.80/1.13 0.93/1.98 ----/4.17
ERA5_en02 1.00/0.01 0.81/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.83 0.78/1.23 0.92/2.06 ----/4.18
ERA5_en03 1.00/0.01 0.81/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.23 0.92/2.05 ----/4.18
ERA5_en04 1.00/0.01 0.82/0.06 0.77/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.77/1.24 0.92/2.03 ----/4.18
ERA5_en05 1.00/0.01 0.82/0.07 0.77/0.18 0.73/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.83 0.78/1.21 0.92/2.04 ----/4.18
ERA5_en06 1.00/0.01 0.82/0.06 0.76/0.18 0.72/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.83 0.78/1.22 0.92/2.06 ----/4.18
ERA5_en07 1.00/0.01 0.81/0.06 0.77/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.22 0.92/2.04 ----/4.18
ERA5_en08 1.00/0.01 0.82/0.06 0.76/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.79/1.20 0.92/2.05 ----/4.18
ERA5_en09 1.00/0.01 0.82/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.84 0.78/1.21 0.92/2.05 ----/4.18
ERA5_en10 1.00/0.01 0.81/0.06 0.76/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.24 0.92/2.11 ----/4.18
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.66/0.06 0.59/0.41 0.48/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.69/2.33 0.58/3.24 1.00/0.00 ----/3.63
ERA5_en01 1.00/0.01 0.66/0.06 0.60/0.39 0.49/0.14 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.25 0.58/3.11 0.93/3.89 ----/3.86
ERA5_en02 1.00/0.01 0.65/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.57/3.18 0.93/3.95 ----/3.86
ERA5_en03 1.00/0.01 0.66/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.28 0.58/3.18 0.93/3.94 ----/3.86
ERA5_en04 1.00/0.01 0.66/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.68/2.29 0.57/3.21 0.93/3.96 ----/3.86
ERA5_en05 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.19 0.93/3.94 ----/3.86
ERA5_en06 1.00/0.01 0.65/0.06 0.61/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.28 0.58/3.16 0.93/3.92 ----/3.86
ERA5_en07 1.00/0.01 0.65/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.19 0.93/3.92 ----/3.86
ERA5_en08 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.18 0.93/3.97 ----/3.86
ERA5_en09 1.00/0.01 0.65/0.06 0.61/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.30 0.57/3.24 0.93/3.97 ----/3.87
ERA5_en10 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.57/3.24 0.93/3.91 ----/3.86
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.07 0.93/0.09 0.30/0.31 0.91/0.25 1.00/0.03 1.00/0.03 0.99/0.10 0.99/0.08 0.57/1.33 0.81/2.73 1.00/1.75 ----/14.61
ERA5_en01 1.00/0.07 0.93/0.09 0.30/0.30 0.91/0.24 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.31 0.81/2.69 0.80/12.63 ----/15.16
ERA5_en02 1.00/0.07 0.92/0.10 0.35/0.29 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.33 0.79/2.91 0.80/12.62 ----/15.17
ERA5_en03 1.00/0.07 0.92/0.10 0.31/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.32 0.81/2.71 0.80/12.68 ----/15.17
ERA5_en04 1.00/0.07 0.93/0.10 0.33/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.34 0.80/2.91 0.79/12.73 ----/15.18
ERA5_en05 0.99/0.08 0.92/0.10 0.34/0.30 0.91/0.25 0.99/0.04 0.99/0.04 0.97/0.25 0.96/0.19 0.57/1.35 0.79/2.94 0.76/13.58 ----/15.23
ERA5_en06 0.99/0.08 0.92/0.10 0.30/0.31 0.91/0.25 0.99/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.32 0.79/2.90 0.79/12.84 ----/15.19
ERA5_en07 1.00/0.07 0.93/0.10 0.33/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.35 0.80/2.87 0.79/12.82 ----/15.19
ERA5_en08 1.00/0.06 0.92/0.10 0.32/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.34 0.81/2.86 0.80/12.63 ----/15.17
ERA5_en09 1.00/0.06 0.92/0.11 0.35/0.30 0.91/0.25 1.00/0.03 0.99/0.03 0.97/0.23 0.96/0.18 0.57/1.35 0.80/2.86 0.80/12.63 ----/15.16
ERA5_en10 1.00/0.06 0.92/0.10 0.34/0.30 0.91/0.24 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.33 0.80/2.84 0.77/13.42 ----/15.20
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.87/0.18 0.91/0.08 0.45/0.21 0.81/0.23 0.89/0.10 0.90/0.07 0.88/0.29 0.87/0.22 0.27/1.20 0.60/2.40 0.81/5.97 0.82/10.65
ERA5_en01 0.86/0.18 0.92/0.08 0.47/0.21 0.82/0.23 0.88/0.10 0.89/0.07 0.85/0.32 0.83/0.24 0.28/1.19 0.60/2.38 0.63/8.25 0.81/10.77
ERA5_en02 0.89/0.16 0.91/0.08 0.45/0.21 0.83/0.22 0.90/0.09 0.91/0.07 0.86/0.31 0.85/0.23 0.27/1.22 0.55/2.61 0.63/8.17 0.83/10.76
ERA5_en03 0.86/0.18 0.89/0.09 0.41/0.21 0.82/0.22 0.87/0.11 0.88/0.08 0.84/0.34 0.82/0.26 0.26/1.23 0.54/2.64 0.61/8.65 0.80/10.81
ERA5_en04 0.90/0.16 0.91/0.09 0.48/0.21 0.82/0.23 0.90/0.09 0.91/0.07 0.86/0.31 0.85/0.23 0.26/1.23 0.55/2.59 0.65/8.05 0.83/10.76
ERA5_en05 0.86/0.19 0.89/0.09 0.41/0.22 0.81/0.23 0.85/0.12 0.86/0.08 0.82/0.35 0.81/0.26 0.25/1.23 0.55/2.60 0.56/9.16 0.78/10.85
ERA5_en06 0.89/0.17 0.89/0.09 0.50/0.22 0.81/0.24 0.88/0.10 0.89/0.07 0.86/0.32 0.85/0.24 0.28/1.23 0.59/2.47 0.58/9.08 0.82/10.81
ERA5_en07 0.86/0.19 0.89/0.09 0.48/0.21 0.82/0.23 0.88/0.10 0.89/0.07 0.85/0.33 0.82/0.25 0.27/1.23 0.55/2.58 0.60/8.64 0.81/10.80
ERA5_en08 0.87/0.18 0.90/0.09 0.47/0.22 0.81/0.23 0.87/0.11 0.88/0.08 0.83/0.34 0.82/0.25 0.25/1.23 0.58/2.47 0.63/8.43 0.80/10.81
ERA5_en09 0.84/0.20 0.90/0.09 0.45/0.21 0.83/0.22 0.86/0.11 0.88/0.08 0.83/0.34 0.81/0.26 0.28/1.20 0.56/2.57 0.62/8.53 0.79/10.81
ERA5_en10 0.89/0.17 0.91/0.08 0.48/0.21 0.83/0.22 0.89/0.10 0.90/0.07 0.86/0.31 0.84/0.24 0.29/1.20 0.58/2.45 0.64/8.21 0.82/10.76
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.10 0.93/0.07 0.69/0.16 0.84/0.23 0.99/0.05 0.98/0.03 0.97/0.18 0.98/0.11 0.27/1.84 0.76/2.61 0.99/2.57 0.95/9.36
ERA5_en01 0.98/0.10 0.93/0.07 0.70/0.16 0.86/0.20 0.99/0.06 0.98/0.04 0.95/0.22 0.93/0.17 0.28/1.83 0.76/2.54 0.69/15.22 0.93/10.00
ERA5_en02 0.98/0.10 0.92/0.08 0.69/0.16 0.85/0.20 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.17 0.27/1.85 0.74/2.67 0.69/15.47 0.92/10.03
ERA5_en03 0.98/0.10 0.91/0.08 0.68/0.16 0.86/0.20 0.99/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.28/1.83 0.74/2.73 0.69/15.48 0.93/10.02
ERA5_en04 0.99/0.09 0.92/0.08 0.69/0.16 0.86/0.20 0.99/0.06 0.98/0.04 0.95/0.22 0.93/0.17 0.26/1.86 0.74/2.72 0.68/15.89 0.93/10.04
ERA5_en05 0.98/0.10 0.92/0.08 0.70/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.18 0.27/1.84 0.73/2.75 0.69/15.58 0.93/10.03
ERA5_en06 0.99/0.09 0.91/0.08 0.70/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.17 0.28/1.83 0.75/2.67 0.69/15.54 0.93/10.02
ERA5_en07 0.98/0.10 0.92/0.08 0.69/0.16 0.85/0.21 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.18 0.27/1.85 0.74/2.71 0.68/15.53 0.93/10.03
ERA5_en08 0.98/0.10 0.91/0.08 0.69/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.26/1.86 0.74/2.76 0.69/15.50 0.93/10.03
ERA5_en09 0.98/0.11 0.91/0.09 0.68/0.16 0.85/0.21 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.26/1.87 0.74/2.70 0.67/15.77 0.93/10.05
ERA5_en10 0.98/0.11 0.91/0.08 0.70/0.16 0.86/0.20 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.17 0.27/1.84 0.74/2.66 0.68/15.46 0.93/10.02
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.05 0.96/0.09 0.46/0.20 0.84/0.28 1.00/0.02 1.00/0.02 1.00/0.08 1.00/0.06 0.44/1.36 0.77/2.77 1.00/0.94 ----/11.26
ERA5_en01 1.00/0.05 0.96/0.08 0.46/0.20 0.85/0.27 1.00/0.03 1.00/0.02 0.97/0.21 0.96/0.17 0.45/1.34 0.78/2.70 0.93/6.15 ----/11.53
ERA5_en02 0.99/0.06 0.95/0.09 0.44/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.43/1.37 0.77/2.82 0.92/6.71 ----/11.58
ERA5_en03 1.00/0.06 0.95/0.09 0.45/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.35 0.77/2.76 0.92/6.63 ----/11.57
ERA5_en04 1.00/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.02 0.97/0.22 0.96/0.17 0.45/1.36 0.77/2.83 0.92/6.67 ----/11.57
ERA5_en05 1.00/0.05 0.95/0.09 0.44/0.20 0.85/0.27 1.00/0.03 0.99/0.02 0.97/0.21 0.96/0.17 0.44/1.36 0.75/2.84 0.92/6.79 ----/11.57
ERA5_en06 1.00/0.06 0.95/0.10 0.46/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.38 0.78/2.78 0.92/6.94 ----/11.59
ERA5_en07 0.99/0.06 0.95/0.09 0.48/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.45/1.35 0.77/2.77 0.92/6.68 ----/11.57
ERA5_en08 1.00/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.43/1.37 0.77/2.80 0.92/6.88 ----/11.58
ERA5_en09 0.99/0.07 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.38 0.76/2.85 0.91/7.08 ----/11.61
ERA5_en10 0.99/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.36 0.77/2.77 0.93/6.53 ----/11.57
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.07 0.96/0.05 0.45/0.15 0.91/0.13 0.99/0.04 0.98/0.03 0.98/0.10 0.97/0.08 0.38/0.99 0.78/1.54 0.98/2.46 0.95/6.65
ERA5_en01 0.98/0.06 0.96/0.05 0.46/0.15 0.93/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.39/0.98 0.79/1.49 0.83/6.24 0.94/6.84
ERA5_en02 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.38/0.98 0.77/1.58 0.83/6.34 0.95/6.84
ERA5_en03 0.99/0.06 0.95/0.06 0.49/0.14 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.39/0.98 0.77/1.55 0.83/6.41 0.94/6.85
ERA5_en04 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.39/0.98 0.78/1.54 0.83/6.49 0.94/6.85
ERA5_en05 0.99/0.06 0.95/0.06 0.49/0.14 0.92/0.12 0.99/0.04 0.98/0.03 0.95/0.15 0.93/0.11 0.39/0.98 0.77/1.56 0.82/6.53 0.94/6.86
ERA5_en06 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.10 0.39/0.98 0.78/1.57 0.82/6.58 0.94/6.86
ERA5_en07 0.99/0.07 0.95/0.06 0.49/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.38/0.99 0.77/1.56 0.82/6.58 0.94/6.86
ERA5_en08 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.38/0.98 0.77/1.57 0.83/6.46 0.94/6.85
ERA5_en09 0.98/0.07 0.95/0.06 0.46/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.38/0.99 0.78/1.55 0.81/6.68 0.94/6.87
ERA5_en10 0.99/0.06 0.95/0.05 0.48/0.15 0.93/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.10 0.39/0.98 0.78/1.55 0.83/6.44 0.94/6.85
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.10 0.98/0.04 0.54/0.15 0.95/0.13 0.98/0.05 0.98/0.03 0.98/0.13 0.97/0.09 0.72/0.54 0.90/1.35 0.98/2.56 0.96/8.60
ERA5_en01 0.98/0.09 0.98/0.04 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.74/0.51 0.90/1.33 0.86/6.27 0.96/8.78
ERA5_en02 0.98/0.09 0.98/0.05 0.57/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.89/1.38 0.86/6.41 0.95/8.79
ERA5_en03 0.97/0.10 0.98/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.20 0.94/0.13 0.73/0.52 0.89/1.35 0.85/6.61 0.95/8.81
ERA5_en04 0.98/0.08 0.98/0.05 0.56/0.14 0.95/0.13 0.99/0.04 0.98/0.03 0.96/0.18 0.94/0.13 0.74/0.53 0.90/1.38 0.86/6.55 0.96/8.80
ERA5_en05 0.98/0.10 0.98/0.05 0.58/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.53 0.89/1.40 0.85/6.63 0.95/8.81
ERA5_en06 0.98/0.09 0.97/0.05 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.54 0.89/1.38 0.85/6.63 0.95/8.81
ERA5_en07 0.98/0.09 0.98/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.90/1.34 0.85/6.62 0.96/8.80
ERA5_en08 0.98/0.09 0.98/0.05 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.89/1.43 0.85/6.60 0.95/8.81
ERA5_en09 0.98/0.09 0.97/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.54 0.89/1.39 0.85/6.61 0.95/8.80
ERA5_en10 0.98/0.09 0.98/0.05 0.57/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.52 0.89/1.37 0.85/6.49 0.95/8.79
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.94/0.09 0.70/0.39 0.75/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/2.24 0.81/2.99 1.00/0.00 ----/7.36
ERA5_en01 1.00/0.02 0.94/0.09 0.72/0.37 0.77/0.20 1.00/0.02 1.00/0.02 0.98/0.45 0.97/0.36 0.75/2.22 0.81/2.88 0.93/3.98 ----/7.61
ERA5_en02 1.00/0.02 0.92/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.27 0.81/2.93 0.92/4.31 ----/7.64
ERA5_en03 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.23 0.81/2.90 0.92/4.25 ----/7.63
ERA5_en04 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.73/2.34 0.78/3.27 0.91/4.34 ----/7.66
ERA5_en05 1.00/0.02 0.93/0.10 0.73/0.37 0.76/0.19 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.75/2.21 0.81/2.98 0.91/4.33 ----/7.64
ERA5_en06 1.00/0.02 0.94/0.10 0.73/0.37 0.75/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.74/2.24 0.81/2.84 0.92/4.26 ----/7.63
ERA5_en07 1.00/0.02 0.94/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.74/2.28 0.78/3.33 0.92/4.30 ----/7.66
ERA5_en08 1.00/0.02 0.93/0.10 0.73/0.36 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.74/2.23 0.82/2.88 0.91/4.33 ----/7.63
ERA5_en09 1.00/0.02 0.93/0.10 0.72/0.37 0.76/0.20 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.36 0.73/2.28 0.79/3.15 0.92/4.30 ----/7.65
ERA5_en10 1.00/0.02 0.93/0.10 0.73/0.37 0.76/0.19 1.00/0.03 1.00/0.02 0.98/0.45 0.97/0.37 0.75/2.20 0.81/2.76 0.91/4.38 ----/7.63
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.08 0.08/0.43 0.67/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.13/13.31 0.38/5.53 1.00/0.00 ----/8.93
ERA5_en01 1.00/0.02 0.83/0.08 0.05/0.47 0.68/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.31 0.37/5.52 0.94/4.67 ----/9.22
ERA5_en02 1.00/0.02 0.83/0.08 0.06/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.38/5.51 0.94/4.86 ----/9.24
ERA5_en03 1.00/0.02 0.81/0.08 0.04/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.39/5.47 0.93/5.04 ----/9.24
ERA5_en04 1.00/0.02 0.80/0.09 0.06/0.46 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.12/13.33 0.40/5.49 0.94/4.79 ----/9.23
ERA5_en05 1.00/0.02 0.82/0.09 0.06/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.30 0.39/5.50 0.94/4.94 ----/9.24
ERA5_en06 1.00/0.02 0.79/0.09 0.05/0.47 0.67/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.12/13.34 0.38/5.53 0.94/4.88 ----/9.24
ERA5_en07 1.00/0.02 0.81/0.09 0.05/0.47 0.66/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.32 0.36/5.59 0.94/4.95 ----/9.24
ERA5_en08 1.00/0.02 0.82/0.09 0.06/0.47 0.68/0.14 1.00/0.02 1.00/0.02 0.97/0.38 0.97/0.40 0.14/13.29 0.40/5.47 0.94/4.83 ----/9.23
ERA5_en09 1.00/0.02 0.79/0.09 0.05/0.47 0.67/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.32 0.38/5.50 0.94/4.95 ----/9.24
ERA5_en10 1.00/0.02 0.81/0.10 0.07/0.47 0.66/0.14 1.00/0.03 1.00/0.02 0.97/0.38 0.97/0.40 0.13/13.31 0.38/5.55 0.93/5.16 ----/9.25
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.80/0.09 0.33/0.28 0.77/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.60/1.08 0.83/1.90 1.00/0.00 ----/6.46
ERA5_en01 1.00/0.02 0.80/0.09 0.31/0.29 0.78/0.13 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.83/1.93 0.95/1.38 ----/6.57
ERA5_en02 1.00/0.02 0.78/0.10 0.30/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.84/1.88 0.94/1.48 ----/6.58
ERA5_en03 1.00/0.02 0.80/0.09 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.63/1.04 0.86/1.78 0.93/1.49 ----/6.57
ERA5_en04 1.00/0.02 0.77/0.11 0.35/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.31 0.58/1.10 0.76/2.21 0.93/1.57 ----/6.60
ERA5_en05 1.00/0.02 0.79/0.10 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.07 0.83/1.94 0.93/1.52 ----/6.58
ERA5_en06 1.00/0.02 0.81/0.10 0.33/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.59/1.08 0.79/2.08 0.93/1.50 ----/6.59
ERA5_en07 1.00/0.02 0.79/0.10 0.31/0.29 0.79/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.62/1.05 0.83/1.91 0.93/1.51 ----/6.57
ERA5_en08 1.00/0.02 0.81/0.10 0.33/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.62/1.06 0.82/1.97 0.93/1.51 ----/6.58
ERA5_en09 1.00/0.02 0.76/0.10 0.32/0.29 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.59/1.09 0.80/2.06 0.93/1.52 ----/6.59
ERA5_en10 1.00/0.02 0.80/0.09 0.32/0.28 0.78/0.12 1.00/0.02 1.00/0.02 0.97/0.33 0.96/0.32 0.61/1.06 0.82/1.95 0.93/1.52 ----/6.58
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.92/0.10 0.63/0.28 0.68/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/0.87 0.73/1.80 1.00/0.00 ----/6.73
ERA5_en01 1.00/0.01 0.92/0.10 0.64/0.28 0.68/0.12 1.00/0.01 1.00/0.01 0.98/0.21 0.97/0.15 0.75/0.86 0.73/1.78 0.96/0.78 ----/6.79
ERA5_en02 1.00/0.01 0.90/0.11 0.63/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.74/0.87 0.71/1.82 0.93/0.96 ----/6.80
ERA5_en03 1.00/0.02 0.87/0.11 0.64/0.28 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.75/0.87 0.75/1.70 0.93/0.97 ----/6.80
ERA5_en04 1.00/0.01 0.90/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.73/0.89 0.67/2.00 0.93/0.97 ----/6.82
ERA5_en05 1.00/0.01 0.91/0.10 0.63/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.73/0.88 0.69/1.92 0.93/0.97 ----/6.81
ERA5_en06 1.00/0.01 0.91/0.11 0.64/0.27 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.21 0.97/0.15 0.74/0.87 0.71/1.85 0.93/0.97 ----/6.81
ERA5_en07 1.00/0.02 0.92/0.11 0.64/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.74/0.87 0.70/1.92 0.94/0.93 ----/6.81
ERA5_en08 1.00/0.01 0.92/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.71/0.90 0.66/2.03 0.93/0.96 ----/6.82
ERA5_en09 1.00/0.01 0.91/0.11 0.65/0.28 0.68/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.71/0.90 0.65/2.07 0.93/0.98 ----/6.82
ERA5_en10 1.00/0.01 0.91/0.11 0.65/0.28 0.67/0.12 1.00/0.02 1.00/0.02 0.98/0.22 0.97/0.15 0.72/0.90 0.64/2.04 0.93/0.98 ----/6.82
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.74/0.14 0.51/0.24 0.56/0.19 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/0.63 0.62/2.24 1.00/0.00 ----/6.93
ERA5_en01 1.00/0.02 0.75/0.13 0.55/0.22 0.56/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.61 0.62/2.13 0.93/0.84 ----/7.00
ERA5_en02 1.00/0.02 0.74/0.14 0.54/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.63 0.58/2.26 0.92/0.92 ----/7.01
ERA5_en03 1.00/0.03 0.72/0.14 0.54/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.50/0.64 0.55/2.32 0.90/1.01 ----/7.02
ERA5_en04 1.00/0.02 0.74/0.14 0.54/0.22 0.53/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.49/0.64 0.54/2.32 0.91/0.95 ----/7.02
ERA5_en05 1.00/0.02 0.75/0.13 0.54/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.51/0.62 0.56/2.29 0.91/0.95 ----/7.02
ERA5_en06 1.00/0.02 0.76/0.13 0.55/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.54/0.62 0.61/2.27 0.91/0.95 ----/7.01
ERA5_en07 1.00/0.02 0.75/0.13 0.52/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.50/0.64 0.60/2.24 0.91/0.97 ----/7.02
ERA5_en08 1.00/0.02 0.75/0.14 0.54/0.22 0.54/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.52/0.64 0.58/2.26 0.91/0.96 ----/7.01
ERA5_en09 1.00/0.02 0.74/0.15 0.55/0.22 0.55/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.51/0.64 0.57/2.30 0.90/1.00 ----/7.02
ERA5_en10 1.00/0.02 0.76/0.13 0.54/0.22 0.53/0.18 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.16 0.55/0.61 0.66/2.05 0.91/0.94 ----/7.00
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.72/0.13 0.88/0.20 0.65/0.16 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.63/0.36 0.63/1.73 1.00/0.00 ----/8.55
ERA5_en01 1.00/0.01 0.73/0.12 0.87/0.20 0.65/0.15 1.00/0.02 1.00/0.01 0.97/0.18 0.97/0.13 0.64/0.35 0.64/1.67 0.92/0.64 ----/8.60
ERA5_en02 1.00/0.02 0.72/0.13 0.87/0.20 0.63/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.40 0.55/2.02 0.88/0.80 ----/8.63
ERA5_en03 1.00/0.02 0.71/0.13 0.87/0.20 0.65/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.40 0.59/1.98 0.88/0.79 ----/8.63
ERA5_en04 1.00/0.02 0.69/0.13 0.88/0.20 0.65/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.14 0.59/0.39 0.52/1.99 0.87/0.85 ----/8.64
ERA5_en05 1.00/0.01 0.69/0.14 0.87/0.20 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.61/0.39 0.63/1.82 0.88/0.80 ----/8.62
ERA5_en06 1.00/0.02 0.74/0.13 0.88/0.19 0.66/0.15 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.60/0.38 0.66/1.71 0.88/0.79 ----/8.62
ERA5_en07 1.00/0.02 0.71/0.13 0.88/0.19 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.58/0.39 0.58/1.85 0.87/0.82 ----/8.63
ERA5_en08 1.00/0.01 0.71/0.14 0.89/0.19 0.60/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.59/0.40 0.59/2.00 0.86/0.87 ----/8.63
ERA5_en09 1.00/0.02 0.71/0.13 0.87/0.20 0.64/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.61/0.38 0.65/1.70 0.87/0.84 ----/8.62
ERA5_en10 1.00/0.01 0.71/0.14 0.89/0.20 0.63/0.16 1.00/0.02 1.00/0.02 0.97/0.18 0.97/0.13 0.60/0.39 0.52/2.02 0.87/0.82 ----/8.63
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.90/0.10 0.95/0.18 0.53/0.20 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.85/1.24 0.71/2.70 1.00/0.00 ----/5.29
ERA5_en01 1.00/0.02 0.90/0.10 0.95/0.18 0.53/0.19 1.00/0.02 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.19 0.71/2.58 0.92/5.58 ----/5.63
ERA5_en02 1.00/0.03 0.89/0.10 0.95/0.19 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.23 0.70/2.67 0.92/5.68 ----/5.64
ERA5_en03 1.00/0.03 0.88/0.11 0.95/0.18 0.53/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.22 0.68/2.66 0.92/5.55 ----/5.63
ERA5_en04 1.00/0.02 0.88/0.10 0.95/0.18 0.53/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.31 0.70/2.83 0.92/5.78 ----/5.66
ERA5_en05 1.00/0.03 0.89/0.10 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.22 0.71/2.59 0.92/5.65 ----/5.63
ERA5_en06 1.00/0.02 0.88/0.10 0.95/0.19 0.53/0.18 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.84/1.29 0.69/2.86 0.91/5.83 ----/5.66
ERA5_en07 1.00/0.02 0.88/0.10 0.95/0.19 0.53/0.18 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.21 0.70/2.86 0.92/5.66 ----/5.64
ERA5_en08 1.00/0.03 0.90/0.10 0.95/0.18 0.50/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.86/1.21 0.69/2.72 0.92/5.57 ----/5.64
ERA5_en09 1.00/0.02 0.89/0.10 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.30 0.72/3.03 0.92/5.73 ----/5.66
ERA5_en10 1.00/0.03 0.89/0.09 0.95/0.18 0.52/0.19 1.00/0.03 1.00/0.02 0.97/0.52 0.96/0.37 0.85/1.29 0.73/2.85 0.92/5.72 ----/5.65
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.67/0.08 0.63/0.26 0.49/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.81/1.38 0.72/3.13 1.00/0.00 ----/6.60
ERA5_en01 1.00/0.02 0.66/0.08 0.63/0.26 0.50/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.33 0.72/3.02 0.89/5.08 ----/6.91
ERA5_en02 1.00/0.02 0.65/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.42 0.72/3.11 0.88/5.27 ----/6.93
ERA5_en03 1.00/0.02 0.60/0.09 0.62/0.26 0.48/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.35 0.71/3.10 0.89/5.19 ----/6.92
ERA5_en04 1.00/0.02 0.68/0.08 0.63/0.26 0.49/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.37 0.71/3.21 0.88/5.24 ----/6.93
ERA5_en05 1.00/0.02 0.68/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.73/3.22 0.89/5.14 ----/6.93
ERA5_en06 1.00/0.02 0.64/0.09 0.63/0.26 0.50/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.71/3.18 0.89/5.15 ----/6.92
ERA5_en07 1.00/0.02 0.67/0.09 0.63/0.26 0.49/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.81/1.37 0.74/3.13 0.88/5.22 ----/6.92
ERA5_en08 1.00/0.02 0.62/0.09 0.63/0.26 0.48/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.35 0.72/3.00 0.89/5.15 ----/6.92
ERA5_en09 1.00/0.02 0.61/0.09 0.63/0.27 0.49/0.20 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.33 0.70/3.08 0.89/5.19 ----/6.92
ERA5_en10 1.00/0.02 0.67/0.08 0.63/0.26 0.51/0.19 1.00/0.02 1.00/0.02 0.97/0.39 0.96/0.46 0.80/1.37 0.74/3.23 0.89/5.17 ----/6.93
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.89/0.08 0.92/0.29 0.79/0.07 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/0.67 0.54/1.42 1.00/0.00 ----/4.29
ERA5_en01 1.00/0.01 0.90/0.08 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.66 0.55/1.35 0.94/1.63 ----/4.39
ERA5_en02 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.57/1.26 0.93/1.70 ----/4.40
ERA5_en03 1.00/0.02 0.89/0.08 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.27 0.93/1.70 ----/4.40
ERA5_en04 1.00/0.02 0.88/0.09 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.60/1.28 0.93/1.74 ----/4.40
ERA5_en05 1.00/0.02 0.89/0.09 0.92/0.30 0.80/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.66 0.57/1.30 0.93/1.76 ----/4.40
ERA5_en06 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.34 0.93/1.75 ----/4.40
ERA5_en07 1.00/0.02 0.89/0.08 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.78/0.67 0.58/1.33 0.93/1.73 ----/4.40
ERA5_en08 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.54/1.33 0.93/1.68 ----/4.40
ERA5_en09 1.00/0.02 0.89/0.09 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.69 0.55/1.37 0.93/1.74 ----/4.40
ERA5_en10 1.00/0.02 0.89/0.08 0.92/0.30 0.79/0.07 1.00/0.01 1.00/0.01 0.98/0.20 0.96/0.14 0.77/0.68 0.60/1.29 0.93/1.70 ----/4.40
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.86/0.09 0.36/0.17 0.89/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/0.63 0.72/1.31 1.00/0.00 ----/3.55
ERA5_en01 1.00/0.01 0.86/0.09 0.37/0.16 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.61 0.73/1.28 0.92/1.37 ----/3.64
ERA5_en02 1.00/0.01 0.86/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.76/0.64 0.71/1.38 0.91/1.46 ----/3.65
ERA5_en03 1.00/0.01 0.86/0.09 0.35/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.73/1.34 0.91/1.47 ----/3.65
ERA5_en04 1.00/0.01 0.84/0.09 0.37/0.16 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.61 0.73/1.41 0.91/1.48 ----/3.65
ERA5_en05 1.00/0.01 0.86/0.09 0.35/0.17 0.88/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.75/0.65 0.69/1.38 0.90/1.49 ----/3.66
ERA5_en06 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.76/1.27 0.90/1.49 ----/3.65
ERA5_en07 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.77/0.63 0.74/1.33 0.91/1.48 ----/3.65
ERA5_en08 1.00/0.01 0.86/0.09 0.37/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.73/1.33 0.90/1.49 ----/3.65
ERA5_en09 1.00/0.01 0.85/0.09 0.36/0.17 0.89/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.78/0.62 0.77/1.23 0.91/1.48 ----/3.64
ERA5_en10 1.00/0.01 0.85/0.09 0.36/0.17 0.88/0.06 1.00/0.01 1.00/0.01 0.98/0.13 0.97/0.17 0.77/0.63 0.72/1.35 0.90/1.52 ----/3.65
PNA PSL PNA SST PNA TREFHT PNA PRECT PNA U10 PNA V10 PNA TAUX PNA TAUY PNA SHFLX PNA LHFLX PNA ETH PNA SWCRE PNA OLR PNA CLDTOT PNA U850 PNA V850 PNA TH850 PNA Z500 PNA U200 PNA V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.08 0.16/0.52 0.34/0.24 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.44/2.43 0.42/4.33 1.00/0.00 ----/3.89
ERA5_en01 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.23 1.00/0.02 1.00/0.02 0.97/0.56 0.96/0.44 0.44/2.39 0.41/4.16 0.93/4.63 ----/4.18
ERA5_en02 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.40 0.43/4.16 0.93/4.68 ----/4.18
ERA5_en03 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.39 0.42/4.11 0.93/4.67 ----/4.18
ERA5_en04 1.00/0.02 0.78/0.09 0.17/0.51 0.36/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.45 0.40/4.32 0.93/4.71 ----/4.19
ERA5_en05 1.00/0.02 0.79/0.08 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.42/4.17 0.93/4.71 ----/4.18
ERA5_en06 1.00/0.02 0.80/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.42 0.41/4.24 0.92/4.76 ----/4.19
ERA5_en07 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.02 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.43 0.42/4.31 0.93/4.63 ----/4.18
ERA5_en08 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.41/4.21 0.93/4.73 ----/4.18
ERA5_en09 1.00/0.02 0.79/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.44/2.43 0.41/4.26 0.93/4.73 ----/4.19
ERA5_en10 1.00/0.02 0.78/0.09 0.18/0.51 0.35/0.22 1.00/0.03 1.00/0.02 0.97/0.56 0.96/0.43 0.45/2.41 0.43/4.16 0.93/4.68 ----/4.18
NPO PSL NPO SST NPO TREFHT NPO PRECT NPO U10 NPO V10 NPO TAUX NPO TAUY NPO SHFLX NPO LHFLX NPO ETH NPO SWCRE NPO OLR NPO CLDTOT NPO U850 NPO V850 NPO TH850 NPO Z500 NPO U200 NPO V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.02/0.07 0.10/0.30 0.19/0.21 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 -0.04/2.16 0.14/4.84 1.00/0.00 ----/3.52
ERA5_en01 1.00/0.01 0.02/0.07 0.09/0.31 0.19/0.20 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.03/2.12 0.13/4.72 0.91/3.30 ----/3.73
ERA5_en02 1.00/0.02 0.04/0.07 0.09/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.03/2.18 0.14/4.81 0.90/3.37 ----/3.74
ERA5_en03 1.00/0.02 0.02/0.07 0.10/0.31 0.19/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.17 0.13/4.86 0.91/3.34 ----/3.74
ERA5_en04 1.00/0.01 -0.00/0.07 0.09/0.31 0.19/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.17 0.13/4.85 0.91/3.34 ----/3.74
ERA5_en05 1.00/0.02 0.05/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.42 0.96/0.41 -0.04/2.18 0.13/4.91 0.90/3.36 ----/3.75
ERA5_en06 1.00/0.02 0.01/0.08 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.04/2.14 0.13/4.71 0.91/3.31 ----/3.73
ERA5_en07 1.00/0.01 0.01/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.04/2.15 0.14/4.82 0.91/3.33 ----/3.74
ERA5_en08 1.00/0.02 0.03/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.42 0.96/0.40 -0.03/2.16 0.13/4.87 0.91/3.32 ----/3.74
ERA5_en09 1.00/0.02 0.02/0.07 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.40 -0.04/2.15 0.14/4.76 0.90/3.37 ----/3.74
ERA5_en10 1.00/0.02 0.00/0.08 0.10/0.31 0.20/0.19 1.00/0.02 1.00/0.02 0.98/0.43 0.96/0.41 -0.05/2.15 0.13/4.74 0.91/3.32 ----/3.74
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.81/0.09 0.12/0.37 0.69/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.62/0.71 0.56/2.00 1.00/0.00 ----/6.78
ERA5_en01 1.00/0.04 0.81/0.09 0.12/0.37 0.70/0.14 1.00/0.02 1.00/0.02 0.99/0.17 0.97/0.12 0.63/0.68 0.59/1.86 0.96/0.91 ----/6.86
ERA5_en02 1.00/0.04 0.78/0.10 0.14/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.60/0.74 0.53/2.05 0.91/1.32 ----/6.90
ERA5_en03 1.00/0.04 0.79/0.10 0.13/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.72 0.57/1.96 0.91/1.34 ----/6.89
ERA5_en04 1.00/0.04 0.79/0.10 0.14/0.37 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.96/0.12 0.60/0.73 0.56/1.97 0.91/1.32 ----/6.90
ERA5_en05 1.00/0.04 0.81/0.09 0.12/0.37 0.68/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.73 0.58/2.00 0.92/1.26 ----/6.89
ERA5_en06 1.00/0.05 0.79/0.09 0.11/0.38 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.71 0.58/1.94 0.93/1.18 ----/6.89
ERA5_en07 1.00/0.04 0.79/0.10 0.14/0.37 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.73 0.55/1.95 0.91/1.36 ----/6.90
ERA5_en08 1.00/0.04 0.80/0.09 0.12/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.61/0.71 0.58/1.98 0.92/1.27 ----/6.89
ERA5_en09 1.00/0.04 0.80/0.10 0.13/0.37 0.68/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.60/0.74 0.57/2.00 0.91/1.33 ----/6.90
ERA5_en10 1.00/0.04 0.82/0.09 0.12/0.37 0.69/0.14 1.00/0.03 0.99/0.02 0.98/0.18 0.97/0.12 0.62/0.71 0.54/2.07 0.92/1.24 ----/6.90
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.87/0.08 0.12/0.32 0.72/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.55/0.66 0.67/1.58 1.00/0.00 ----/8.27
ERA5_en01 1.00/0.04 0.88/0.08 0.09/0.32 0.74/0.13 1.00/0.02 0.99/0.02 0.98/0.20 0.97/0.10 0.56/0.64 0.69/1.53 0.90/1.50 ----/8.39
ERA5_en02 1.00/0.04 0.87/0.09 0.09/0.32 0.75/0.13 1.00/0.02 0.99/0.02 0.98/0.20 0.97/0.10 0.54/0.67 0.68/1.56 0.87/1.70 ----/8.41
ERA5_en03 1.00/0.04 0.87/0.09 0.09/0.32 0.73/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.54/0.67 0.65/1.66 0.86/1.77 ----/8.42
ERA5_en04 1.00/0.04 0.88/0.08 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.55/0.67 0.68/1.66 0.87/1.70 ----/8.42
ERA5_en05 1.00/0.05 0.86/0.09 0.11/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.53/0.68 0.64/1.73 0.86/1.80 ----/8.43
ERA5_en06 1.00/0.05 0.88/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.55/0.68 0.67/1.64 0.87/1.73 ----/8.42
ERA5_en07 1.00/0.04 0.85/0.09 0.11/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.55/0.67 0.64/1.69 0.86/1.76 ----/8.42
ERA5_en08 1.00/0.04 0.87/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.54/0.67 0.65/1.62 0.87/1.73 ----/8.41
ERA5_en09 1.00/0.04 0.87/0.09 0.09/0.32 0.73/0.13 1.00/0.03 0.99/0.02 0.98/0.20 0.97/0.10 0.56/0.66 0.68/1.59 0.87/1.71 ----/8.41
ERA5_en10 1.00/0.04 0.87/0.09 0.10/0.32 0.74/0.13 1.00/0.03 0.99/0.02 0.98/0.21 0.97/0.10 0.53/0.69 0.63/1.75 0.85/1.81 ----/8.43
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.10 0.09/0.48 0.71/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.46/0.76 0.53/2.04 1.00/0.00 ----/6.64
ERA5_en01 0.98/0.12 0.75/0.09 0.07/0.49 0.69/0.13 0.98/0.05 0.99/0.04 0.97/0.17 0.97/0.15 0.45/0.75 0.49/2.06 0.90/1.20 0.91/6.82
ERA5_en02 0.98/0.13 0.70/0.10 0.07/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.96/0.16 0.43/0.77 0.49/2.04 0.84/1.52 0.90/6.85
ERA5_en03 0.98/0.14 0.73/0.09 0.07/0.49 0.68/0.13 0.97/0.06 0.98/0.05 0.96/0.19 0.96/0.16 0.45/0.76 0.53/2.09 0.84/1.49 0.90/6.86
ERA5_en04 0.98/0.13 0.73/0.09 0.06/0.49 0.67/0.13 0.97/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.44/0.76 0.49/2.10 0.85/1.44 0.90/6.85
ERA5_en05 0.98/0.12 0.73/0.09 0.06/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.97/0.17 0.97/0.15 0.44/0.78 0.53/2.10 0.84/1.50 0.91/6.83
ERA5_en06 0.98/0.13 0.67/0.10 0.07/0.49 0.67/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.44/0.77 0.51/2.10 0.84/1.53 0.90/6.85
ERA5_en07 0.98/0.11 0.70/0.10 0.07/0.49 0.69/0.13 0.98/0.06 0.98/0.04 0.97/0.17 0.97/0.15 0.42/0.79 0.51/2.14 0.83/1.55 0.91/6.84
ERA5_en08 0.98/0.13 0.70/0.10 0.07/0.49 0.68/0.13 0.98/0.06 0.98/0.04 0.96/0.19 0.96/0.16 0.41/0.81 0.46/2.33 0.82/1.63 0.90/6.87
ERA5_en09 0.97/0.15 0.69/0.10 0.06/0.49 0.67/0.13 0.97/0.07 0.98/0.05 0.96/0.20 0.96/0.16 0.43/0.77 0.48/2.12 0.82/1.60 0.88/6.88
ERA5_en10 0.98/0.12 0.71/0.09 0.07/0.49 0.67/0.13 0.98/0.06 0.98/0.04 0.96/0.18 0.97/0.15 0.42/0.78 0.46/2.26 0.85/1.48 0.91/6.85
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.75/0.07 0.44/0.27 0.58/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.62/1.81 0.72/2.17 1.00/0.00 ----/8.06
ERA5_en01 1.00/0.04 0.75/0.07 0.47/0.25 0.59/0.14 1.00/0.02 1.00/0.02 0.98/0.28 0.97/0.21 0.62/1.78 0.72/2.12 0.89/2.69 ----/8.25
ERA5_en02 1.00/0.04 0.71/0.08 0.48/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.81 0.69/2.26 0.86/3.05 ----/8.28
ERA5_en03 1.00/0.04 0.74/0.07 0.46/0.26 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.80 0.69/2.26 0.88/2.82 ----/8.27
ERA5_en04 1.00/0.04 0.75/0.07 0.49/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.81 0.69/2.29 0.86/3.05 ----/8.28
ERA5_en05 1.00/0.04 0.72/0.08 0.46/0.26 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.85 0.68/2.34 0.86/3.06 ----/8.29
ERA5_en06 1.00/0.04 0.71/0.08 0.48/0.25 0.59/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.85 0.68/2.35 0.87/2.91 ----/8.28
ERA5_en07 1.00/0.04 0.72/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.60/1.82 0.68/2.32 0.88/2.84 ----/8.28
ERA5_en08 1.00/0.04 0.72/0.07 0.46/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.62/1.80 0.71/2.24 0.87/2.89 ----/8.27
ERA5_en09 1.00/0.04 0.70/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.61/1.82 0.69/2.23 0.88/2.85 ----/8.27
ERA5_en10 1.00/0.04 0.72/0.08 0.47/0.26 0.58/0.14 1.00/0.03 1.00/0.02 0.98/0.29 0.97/0.21 0.62/1.80 0.69/2.30 0.87/2.95 ----/8.28
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.77/0.07 -0.23/0.27 0.66/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.49/1.96 0.69/2.13 1.00/0.00 ----/6.32
ERA5_en01 0.98/0.20 0.75/0.07 -0.14/0.24 0.68/0.13 0.98/0.08 0.98/0.06 0.95/0.37 0.96/0.24 0.49/2.00 0.66/2.24 0.79/3.59 0.89/6.70
ERA5_en02 0.97/0.22 0.71/0.07 -0.14/0.24 0.68/0.12 0.98/0.09 0.98/0.06 0.95/0.39 0.96/0.25 0.48/2.03 0.64/2.37 0.76/3.85 0.88/6.73
ERA5_en03 0.97/0.22 0.66/0.08 -0.14/0.24 0.67/0.13 0.98/0.09 0.98/0.06 0.94/0.40 0.96/0.25 0.47/2.03 0.64/2.30 0.77/3.82 0.88/6.73
ERA5_en04 0.97/0.24 0.72/0.08 -0.12/0.24 0.68/0.12 0.97/0.09 0.97/0.07 0.94/0.41 0.95/0.26 0.48/2.02 0.65/2.33 0.77/3.78 0.87/6.74
ERA5_en05 0.97/0.22 0.71/0.08 -0.14/0.24 0.69/0.12 0.98/0.09 0.97/0.07 0.94/0.40 0.96/0.25 0.47/2.03 0.65/2.35 0.76/3.84 0.88/6.74
ERA5_en06 0.96/0.26 0.70/0.08 -0.12/0.24 0.67/0.13 0.97/0.10 0.97/0.07 0.93/0.44 0.95/0.27 0.46/2.06 0.64/2.40 0.75/3.96 0.86/6.78
ERA5_en07 0.97/0.23 0.71/0.08 -0.15/0.24 0.67/0.13 0.98/0.09 0.98/0.07 0.94/0.40 0.96/0.25 0.47/2.04 0.63/2.42 0.76/3.84 0.88/6.74
ERA5_en08 0.97/0.22 0.71/0.08 -0.14/0.24 0.67/0.13 0.98/0.09 0.98/0.07 0.94/0.40 0.96/0.25 0.47/2.04 0.64/2.37 0.76/3.86 0.88/6.74
ERA5_en09 0.98/0.20 0.71/0.08 -0.13/0.24 0.68/0.13 0.98/0.08 0.98/0.06 0.95/0.37 0.96/0.23 0.47/2.03 0.64/2.34 0.77/3.77 0.89/6.71
ERA5_en10 0.97/0.23 0.70/0.08 -0.14/0.24 0.68/0.13 0.98/0.09 0.97/0.07 0.94/0.40 0.95/0.25 0.48/2.03 0.65/2.39 0.75/3.94 0.87/6.75
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.77/0.09 -0.05/0.23 0.67/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.52/1.82 0.67/2.63 1.00/0.00 ----/5.78
ERA5_en01 0.97/0.20 0.79/0.09 -0.01/0.24 0.71/0.14 0.97/0.09 0.97/0.07 0.96/0.39 0.94/0.28 0.53/1.76 0.68/2.48 0.80/4.01 0.88/6.17
ERA5_en02 0.97/0.22 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.07 0.95/0.41 0.94/0.29 0.52/1.80 0.65/2.60 0.79/4.15 0.87/6.20
ERA5_en03 0.97/0.22 0.77/0.10 -0.01/0.24 0.72/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.79 0.62/2.65 0.78/4.21 0.87/6.21
ERA5_en04 0.96/0.24 0.77/0.09 -0.01/0.24 0.72/0.13 0.96/0.10 0.95/0.08 0.95/0.42 0.93/0.31 0.50/1.83 0.65/2.60 0.76/4.36 0.85/6.23
ERA5_en05 0.97/0.22 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.53/1.79 0.65/2.63 0.78/4.16 0.87/6.21
ERA5_en06 0.96/0.26 0.79/0.10 0.01/0.24 0.71/0.14 0.95/0.11 0.95/0.09 0.95/0.43 0.92/0.32 0.53/1.79 0.64/2.67 0.78/4.22 0.85/6.24
ERA5_en07 0.97/0.23 0.76/0.10 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.80 0.66/2.59 0.76/4.36 0.86/6.22
ERA5_en08 0.97/0.22 0.78/0.10 0.02/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.52/1.81 0.65/2.67 0.78/4.23 0.86/6.22
ERA5_en09 0.98/0.20 0.79/0.09 -0.01/0.24 0.71/0.14 0.97/0.09 0.97/0.07 0.96/0.39 0.94/0.28 0.53/1.78 0.67/2.51 0.79/4.16 0.88/6.18
ERA5_en10 0.97/0.23 0.79/0.09 -0.00/0.24 0.71/0.14 0.96/0.10 0.96/0.08 0.95/0.41 0.93/0.30 0.54/1.77 0.68/2.57 0.79/4.14 0.86/6.21
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.59/0.06 0.86/0.09 0.57/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.52/2.44 0.63/2.31 1.00/0.00 ----/6.78
ERA5_en01 1.00/0.06 0.61/0.06 0.85/0.09 0.58/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.97/0.19 0.51/2.44 0.62/2.29 0.92/2.95 ----/6.99
ERA5_en02 1.00/0.07 0.57/0.07 0.83/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.48/2.50 0.60/2.43 0.90/3.26 ----/7.02
ERA5_en03 1.00/0.07 0.57/0.06 0.84/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.62/2.33 0.91/3.17 ----/7.00
ERA5_en04 1.00/0.07 0.52/0.07 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.27 0.96/0.20 0.48/2.50 0.58/2.49 0.90/3.38 ----/7.02
ERA5_en05 1.00/0.07 0.58/0.06 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.49/2.48 0.60/2.44 0.91/3.22 ----/7.01
ERA5_en06 1.00/0.07 0.59/0.07 0.85/0.09 0.55/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.58/2.46 0.91/3.23 ----/7.02
ERA5_en07 1.00/0.07 0.58/0.07 0.84/0.09 0.56/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.47 0.61/2.38 0.91/3.19 ----/7.01
ERA5_en08 1.00/0.07 0.57/0.07 0.84/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.47 0.59/2.47 0.91/3.21 ----/7.01
ERA5_en09 1.00/0.07 0.61/0.06 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.26 0.96/0.20 0.50/2.46 0.60/2.40 0.91/3.18 ----/7.01
ERA5_en10 1.00/0.07 0.55/0.07 0.85/0.09 0.57/0.11 1.00/0.03 0.99/0.03 0.99/0.27 0.96/0.20 0.50/2.46 0.61/2.42 0.90/3.31 ----/7.01
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.07 -0.58/0.30 0.72/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.49/2.43 0.68/2.66 1.00/0.00 ----/5.30
ERA5_en01 1.00/0.06 0.78/0.06 -0.56/0.30 0.73/0.12 1.00/0.03 1.00/0.02 0.98/0.26 0.97/0.23 0.50/2.41 0.69/2.54 0.83/3.54 ----/5.54
ERA5_en02 1.00/0.08 0.76/0.07 -0.55/0.30 0.73/0.12 1.00/0.04 1.00/0.03 0.98/0.28 0.97/0.23 0.49/2.45 0.67/2.68 0.80/3.90 ----/5.59
ERA5_en03 1.00/0.07 0.77/0.07 -0.57/0.31 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.43 0.68/2.63 0.80/3.84 ----/5.57
ERA5_en04 1.00/0.07 0.78/0.07 -0.57/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.50/2.42 0.67/2.67 0.81/3.81 ----/5.57
ERA5_en05 1.00/0.06 0.75/0.07 -0.56/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.50/2.42 0.67/2.68 0.81/3.73 ----/5.57
ERA5_en06 1.00/0.08 0.74/0.07 -0.57/0.30 0.73/0.12 1.00/0.04 1.00/0.03 0.98/0.28 0.97/0.23 0.50/2.42 0.67/2.64 0.81/3.76 ----/5.58
ERA5_en07 1.00/0.05 0.72/0.08 -0.57/0.30 0.74/0.12 1.00/0.03 1.00/0.02 0.98/0.27 0.97/0.23 0.49/2.45 0.67/2.74 0.80/3.82 ----/5.57
ERA5_en08 1.00/0.06 0.74/0.07 -0.55/0.30 0.73/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.47 0.68/2.69 0.80/3.92 ----/5.58
ERA5_en09 1.00/0.07 0.73/0.07 -0.58/0.31 0.73/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.45 0.68/2.68 0.80/3.96 ----/5.58
ERA5_en10 1.00/0.06 0.74/0.07 -0.55/0.30 0.74/0.12 1.00/0.03 1.00/0.03 0.98/0.27 0.97/0.23 0.49/2.44 0.67/2.67 0.81/3.84 ----/5.57
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.06 -0.64/0.25 0.64/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/2.30 0.69/2.38 1.00/0.00 ----/6.68
ERA5_en01 1.00/0.07 0.69/0.06 -0.61/0.25 0.65/0.11 1.00/0.03 0.99/0.03 0.98/0.25 0.97/0.18 0.49/2.33 0.69/2.33 0.79/4.44 ----/6.97
ERA5_en02 0.99/0.10 0.68/0.07 -0.61/0.25 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.49/2.33 0.67/2.42 0.75/4.72 ----/7.02
ERA5_en03 0.99/0.10 0.67/0.07 -0.61/0.26 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.49/2.35 0.67/2.40 0.76/4.64 ----/7.01
ERA5_en04 0.99/0.11 0.66/0.07 -0.62/0.25 0.64/0.11 0.99/0.05 0.99/0.04 0.98/0.27 0.96/0.20 0.47/2.40 0.66/2.49 0.76/4.71 ----/7.03
ERA5_en05 0.99/0.10 0.65/0.07 -0.59/0.25 0.63/0.11 1.00/0.04 0.99/0.03 0.98/0.27 0.96/0.20 0.47/2.38 0.65/2.53 0.76/4.68 ----/7.02
ERA5_en06 0.99/0.10 0.66/0.07 -0.60/0.25 0.64/0.11 0.99/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.37 0.66/2.46 0.77/4.59 ----/7.02
ERA5_en07 1.00/0.08 0.66/0.07 -0.60/0.25 0.65/0.11 1.00/0.04 0.99/0.03 0.98/0.26 0.96/0.19 0.48/2.36 0.65/2.53 0.77/4.54 ----/7.00
ERA5_en08 1.00/0.09 0.66/0.07 -0.62/0.25 0.64/0.11 1.00/0.04 0.99/0.03 0.98/0.27 0.96/0.20 0.48/2.36 0.67/2.44 0.75/4.74 ----/7.01
ERA5_en09 0.99/0.10 0.68/0.07 -0.62/0.25 0.64/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.38 0.66/2.51 0.77/4.61 ----/7.02
ERA5_en10 0.99/0.10 0.67/0.07 -0.60/0.25 0.63/0.11 1.00/0.04 0.99/0.04 0.98/0.27 0.96/0.20 0.48/2.35 0.68/2.37 0.76/4.66 ----/7.01
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.08 0.44/0.20 0.70/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.57/1.43 0.70/1.70 1.00/0.00 ----/7.16
ERA5_en01 1.00/0.02 0.79/0.08 0.43/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.31 0.97/0.21 0.58/1.41 0.71/1.64 0.96/1.18 ----/7.26
ERA5_en02 1.00/0.03 0.76/0.08 0.45/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.67/1.87 0.94/1.57 ----/7.30
ERA5_en03 1.00/0.03 0.73/0.08 0.42/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.58/1.43 0.70/1.77 0.94/1.51 ----/7.29
ERA5_en04 1.00/0.03 0.78/0.08 0.45/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.58/1.42 0.69/1.77 0.95/1.37 ----/7.28
ERA5_en05 1.00/0.03 0.73/0.09 0.42/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.56/1.45 0.65/1.91 0.93/1.69 ----/7.31
ERA5_en06 1.00/0.03 0.73/0.08 0.44/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.68/1.77 0.94/1.51 ----/7.29
ERA5_en07 1.00/0.03 0.76/0.08 0.44/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.56/1.45 0.67/1.89 0.94/1.60 ----/7.30
ERA5_en08 1.00/0.03 0.75/0.08 0.42/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.31 0.97/0.21 0.57/1.44 0.67/1.79 0.95/1.49 ----/7.29
ERA5_en09 1.00/0.03 0.77/0.08 0.43/0.20 0.70/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.69/1.78 0.94/1.58 ----/7.29
ERA5_en10 1.00/0.03 0.76/0.08 0.44/0.20 0.71/0.13 1.00/0.02 1.00/0.02 0.98/0.32 0.97/0.21 0.57/1.44 0.67/1.82 0.94/1.50 ----/7.29
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.69/0.08 -0.05/0.86 0.50/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.28/2.05 0.34/2.48 1.00/0.00 ----/6.47
ERA5_en01 1.00/0.06 0.68/0.09 0.02/0.85 0.50/0.11 1.00/0.02 1.00/0.02 0.98/0.16 0.96/0.16 0.28/2.04 0.33/2.51 0.89/1.42 ----/6.61
ERA5_en02 1.00/0.07 0.65/0.09 0.05/0.84 0.50/0.11 0.99/0.03 0.99/0.03 0.97/0.17 0.96/0.16 0.27/2.07 0.32/2.58 0.85/1.72 ----/6.63
ERA5_en03 1.00/0.05 0.65/0.10 0.03/0.85 0.51/0.11 0.99/0.02 0.99/0.02 0.98/0.16 0.96/0.16 0.27/2.06 0.31/2.60 0.85/1.69 ----/6.62
ERA5_en04 1.00/0.06 0.63/0.09 0.03/0.85 0.49/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.05 0.34/2.47 0.85/1.68 ----/6.62
ERA5_en05 1.00/0.05 0.66/0.09 0.03/0.85 0.51/0.11 1.00/0.02 0.99/0.02 0.98/0.16 0.96/0.16 0.29/2.04 0.35/2.51 0.86/1.66 ----/6.61
ERA5_en06 1.00/0.06 0.66/0.09 0.03/0.85 0.50/0.11 0.99/0.03 0.99/0.02 0.98/0.17 0.96/0.16 0.28/2.05 0.34/2.54 0.85/1.68 ----/6.62
ERA5_en07 1.00/0.06 0.65/0.09 0.02/0.85 0.49/0.11 0.99/0.03 0.99/0.02 0.98/0.17 0.96/0.16 0.28/2.05 0.33/2.48 0.86/1.62 ----/6.61
ERA5_en08 1.00/0.07 0.63/0.10 0.03/0.85 0.50/0.11 0.99/0.03 0.99/0.03 0.97/0.17 0.96/0.16 0.27/2.06 0.30/2.58 0.85/1.71 ----/6.63
ERA5_en09 1.00/0.06 0.66/0.09 0.04/0.85 0.48/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.06 0.28/2.62 0.85/1.66 ----/6.63
ERA5_en10 1.00/0.06 0.65/0.10 0.04/0.84 0.49/0.11 0.99/0.03 0.99/0.02 0.97/0.17 0.96/0.16 0.28/2.05 0.31/2.61 0.84/1.73 ----/6.63
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.08 0.41/0.24 0.71/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.32/2.02 0.61/1.98 1.00/0.00 ----/6.05
ERA5_en01 1.00/0.05 0.76/0.07 0.44/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.10 0.32/2.01 0.62/1.92 0.90/1.27 ----/6.17
ERA5_en02 1.00/0.06 0.74/0.08 0.45/0.23 0.72/0.10 1.00/0.03 0.99/0.02 0.98/0.18 0.98/0.11 0.31/2.03 0.58/2.00 0.87/1.49 ----/6.20
ERA5_en03 1.00/0.05 0.72/0.09 0.45/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.03 0.60/2.04 0.86/1.54 ----/6.19
ERA5_en04 1.00/0.06 0.74/0.08 0.44/0.23 0.71/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.32/2.03 0.59/1.98 0.86/1.51 ----/6.19
ERA5_en05 1.00/0.05 0.74/0.08 0.45/0.23 0.71/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.04 0.60/2.07 0.85/1.61 ----/6.19
ERA5_en06 1.00/0.05 0.73/0.08 0.45/0.23 0.72/0.11 1.00/0.02 1.00/0.02 0.98/0.17 0.98/0.11 0.31/2.03 0.59/2.06 0.86/1.51 ----/6.19
ERA5_en07 1.00/0.05 0.74/0.08 0.46/0.23 0.72/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.31/2.03 0.58/2.03 0.86/1.53 ----/6.19
ERA5_en08 1.00/0.07 0.72/0.08 0.45/0.23 0.72/0.11 1.00/0.03 0.99/0.02 0.98/0.18 0.98/0.11 0.32/2.03 0.60/2.01 0.86/1.51 ----/6.20
ERA5_en09 1.00/0.06 0.74/0.08 0.46/0.23 0.71/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.31/2.02 0.60/1.99 0.87/1.49 ----/6.19
ERA5_en10 1.00/0.06 0.75/0.08 0.44/0.23 0.72/0.11 1.00/0.03 1.00/0.02 0.98/0.18 0.98/0.11 0.32/2.01 0.60/2.00 0.87/1.44 ----/6.19
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.85/0.05 0.69/0.09 0.79/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.72/0.72 0.78/0.94 1.00/0.00 ----/4.39
ERA5_en01 1.00/0.04 0.85/0.04 0.68/0.09 0.81/0.06 1.00/0.02 1.00/0.01 0.99/0.16 0.97/0.12 0.72/0.70 0.79/0.86 0.90/1.44 ----/4.50
ERA5_en02 1.00/0.04 0.83/0.05 0.65/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.76/0.93 0.88/1.58 ----/4.52
ERA5_en03 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.72/0.70 0.74/0.95 0.88/1.57 ----/4.52
ERA5_en04 1.00/0.04 0.82/0.05 0.68/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.74/0.96 0.88/1.61 ----/4.52
ERA5_en05 1.00/0.04 0.83/0.05 0.67/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.72 0.72/1.01 0.88/1.57 ----/4.52
ERA5_en06 1.00/0.04 0.81/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.71/0.71 0.74/0.94 0.88/1.54 ----/4.52
ERA5_en07 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.71/0.72 0.69/1.06 0.88/1.54 ----/4.53
ERA5_en08 1.00/0.04 0.81/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.72 0.74/0.98 0.88/1.56 ----/4.52
ERA5_en09 1.00/0.04 0.82/0.05 0.66/0.09 0.79/0.06 1.00/0.02 0.99/0.02 0.99/0.16 0.96/0.12 0.70/0.72 0.73/0.97 0.88/1.58 ----/4.52
ERA5_en10 1.00/0.04 0.82/0.05 0.66/0.09 0.80/0.06 1.00/0.02 0.99/0.01 0.99/0.16 0.96/0.12 0.71/0.71 0.75/0.96 0.88/1.55 ----/4.52
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.88/0.06 0.82/0.09 0.85/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.50/0.78 0.63/1.67 1.00/0.00 ----/3.88
ERA5_en01 1.00/0.04 0.88/0.06 0.82/0.09 0.86/0.06 1.00/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.53/0.76 0.64/1.67 0.82/1.76 ----/4.01
ERA5_en02 1.00/0.05 0.87/0.06 0.83/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.64/1.62 0.80/1.86 ----/4.03
ERA5_en03 1.00/0.05 0.87/0.06 0.82/0.09 0.86/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.52/0.77 0.63/1.66 0.80/1.86 ----/4.03
ERA5_en04 1.00/0.05 0.87/0.06 0.81/0.09 0.86/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.53/0.77 0.66/1.57 0.80/1.86 ----/4.02
ERA5_en05 1.00/0.05 0.87/0.06 0.81/0.09 0.86/0.06 1.00/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.52/0.77 0.62/1.71 0.81/1.83 ----/4.02
ERA5_en06 1.00/0.05 0.87/0.06 0.82/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.64/1.67 0.80/1.85 ----/4.03
ERA5_en07 1.00/0.05 0.86/0.06 0.83/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.51/0.78 0.66/1.55 0.80/1.85 ----/4.02
ERA5_en08 1.00/0.05 0.86/0.06 0.81/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.52/0.78 0.65/1.63 0.80/1.88 ----/4.03
ERA5_en09 1.00/0.05 0.87/0.06 0.82/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.96/0.08 0.50/0.78 0.64/1.63 0.80/1.85 ----/4.02
ERA5_en10 1.00/0.05 0.87/0.06 0.81/0.09 0.85/0.06 0.99/0.02 0.99/0.01 0.97/0.15 0.97/0.08 0.53/0.77 0.64/1.71 0.80/1.86 ----/4.03
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.04 0.41/0.11 0.59/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.51/0.90 0.65/0.97 1.00/0.00 ----/3.12
ERA5_en01 1.00/0.02 0.79/0.04 0.43/0.11 0.62/0.06 1.00/0.01 1.00/0.01 0.98/0.11 0.97/0.08 0.51/0.90 0.67/0.93 0.87/1.27 ----/3.21
ERA5_en02 1.00/0.03 0.77/0.05 0.45/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.12 0.97/0.08 0.50/0.91 0.63/1.02 0.82/1.46 ----/3.23
ERA5_en03 1.00/0.03 0.78/0.05 0.43/0.11 0.59/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.02 0.83/1.43 ----/3.23
ERA5_en04 1.00/0.03 0.77/0.05 0.43/0.11 0.62/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.03 0.84/1.41 ----/3.23
ERA5_en05 1.00/0.03 0.77/0.05 0.43/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.63/1.03 0.83/1.44 ----/3.23
ERA5_en06 1.00/0.03 0.76/0.05 0.45/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.64/1.01 0.83/1.43 ----/3.23
ERA5_en07 1.00/0.03 0.76/0.05 0.42/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.50/0.92 0.65/1.00 0.84/1.39 ----/3.23
ERA5_en08 1.00/0.03 0.76/0.05 0.44/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.12 0.97/0.08 0.49/0.92 0.60/1.07 0.83/1.43 ----/3.23
ERA5_en09 1.00/0.03 0.76/0.05 0.45/0.11 0.60/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.50/0.91 0.65/1.00 0.84/1.38 ----/3.23
ERA5_en10 1.00/0.03 0.77/0.05 0.45/0.11 0.61/0.06 1.00/0.01 0.99/0.01 0.98/0.11 0.97/0.08 0.49/0.92 0.62/1.04 0.83/1.43 ----/3.23
SAM PSL SAM SST SAM TREFHT SAM PRECT SAM U10 SAM V10 SAM TAUX SAM TAUY SAM SHFLX SAM LHFLX SAM ETH SAM SWCRE SAM OLR SAM CLDTOT SAM U850 SAM V850 SAM TH850 SAM Z500 SAM U200 SAM V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.71/0.04 -0.03/0.49 0.55/0.12 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.72/1.11 0.62/1.78 1.00/0.00 ----/3.32
ERA5_en01 1.00/0.02 0.70/0.04 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.01 0.99/0.28 0.97/0.21 0.72/1.06 0.62/1.69 0.94/1.95 ----/3.45
ERA5_en02 1.00/0.02 0.69/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.73/1.08 0.61/1.76 0.94/2.06 ----/3.46
ERA5_en03 1.00/0.02 0.69/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.08 0.62/1.75 0.94/2.02 ----/3.46
ERA5_en04 1.00/0.02 0.68/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.09 0.62/1.76 0.94/2.06 ----/3.46
ERA5_en05 1.00/0.02 0.70/0.05 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.96/0.21 0.72/1.08 0.61/1.76 0.94/2.05 ----/3.46
ERA5_en06 1.00/0.02 0.68/0.05 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.08 0.61/1.76 0.94/2.00 ----/3.46
ERA5_en07 1.00/0.02 0.70/0.04 -0.04/0.50 0.56/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.09 0.61/1.79 0.94/2.01 ----/3.46
ERA5_en08 1.00/0.02 0.67/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.01 0.99/0.28 0.96/0.21 0.72/1.09 0.62/1.79 0.94/2.05 ----/3.46
ERA5_en09 1.00/0.02 0.70/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.72/1.09 0.62/1.77 0.94/2.01 ----/3.46
ERA5_en10 1.00/0.02 0.68/0.05 -0.04/0.50 0.55/0.11 1.00/0.02 1.00/0.02 0.99/0.28 0.97/0.21 0.73/1.09 0.63/1.77 0.94/2.04 ----/3.46
PSA1 PSL PSA1 SST PSA1 TREFH T PSA1 PRECT PSA1 U10 PSA1 V10 PSA1 TAUX PSA1 TAUY PSA1 SHFLX PSA1 LHFLX PSA1 ETH PSA1 SWCRE PSA1 OLR PSA1 CLDTO T PSA1 U850 PSA1 V850 PSA1 TH850 PSA1 Z500 PSA1 U200 PSA1 V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.79/0.04 -0.14/0.37 0.58/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.21/1.54 0.42/2.29 1.00/0.00 ----/2.64
ERA5_en01 1.00/0.03 0.78/0.04 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.55 0.41/2.23 0.81/3.49 ----/2.85
ERA5_en02 1.00/0.03 0.78/0.05 -0.13/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.22 0.81/3.54 ----/2.86
ERA5_en03 1.00/0.03 0.78/0.04 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.57 0.39/2.24 0.81/3.53 ----/2.86
ERA5_en04 1.00/0.03 0.77/0.04 -0.13/0.36 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.26 0.81/3.52 ----/2.86
ERA5_en05 1.00/0.03 0.79/0.04 -0.13/0.37 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.17/1.60 0.40/2.32 0.81/3.54 ----/2.87
ERA5_en06 1.00/0.03 0.78/0.05 -0.14/0.37 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.18/1.58 0.40/2.27 0.81/3.51 ----/2.86
ERA5_en07 1.00/0.03 0.78/0.04 -0.14/0.37 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.27 0.98/0.15 0.19/1.58 0.40/2.31 0.81/3.52 ----/2.86
ERA5_en08 1.00/0.03 0.77/0.05 -0.13/0.36 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.41/2.27 0.81/3.53 ----/2.86
ERA5_en09 1.00/0.03 0.79/0.04 -0.13/0.37 0.58/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.18/1.58 0.41/2.27 0.81/3.51 ----/2.86
ERA5_en10 1.00/0.03 0.77/0.04 -0.14/0.37 0.57/0.12 1.00/0.02 1.00/0.01 0.98/0.27 0.98/0.15 0.17/1.58 0.40/2.27 0.81/3.52 ----/2.86
PSA2 PSL PSA2 SST PSA2 TREFH T PSA2 PRECT PSA2 U10 PSA2 V10 PSA2 TAUX PSA2 TAUY PSA2 SHFLX PSA2 LHFLX PSA2 ETH PSA2 SWCRE PSA2 OLR PSA2 CLDTO T PSA2 U850 PSA2 V850 PSA2 TH850 PSA2 Z500 PSA2 U200 PSA2 V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.67/0.05 -0.11/0.29 0.30/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.43/1.88 0.49/2.76 1.00/0.00 ----/3.08
ERA5_en01 1.00/0.02 0.67/0.05 -0.06/0.29 0.32/0.13 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.84 0.49/2.67 0.77/3.61 ----/3.30
ERA5_en02 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.73 0.76/3.66 ----/3.30
ERA5_en03 1.00/0.02 0.63/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.72 0.76/3.65 ----/3.30
ERA5_en04 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.71 0.76/3.65 ----/3.30
ERA5_en05 1.00/0.02 0.64/0.05 -0.06/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.44/1.86 0.49/2.71 0.76/3.66 ----/3.30
ERA5_en06 1.00/0.02 0.66/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.88 0.50/2.73 0.76/3.65 ----/3.30
ERA5_en07 1.00/0.02 0.64/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.44/1.88 0.50/2.72 0.76/3.66 ----/3.30
ERA5_en08 1.00/0.02 0.64/0.05 -0.06/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.49/2.72 0.76/3.68 ----/3.31
ERA5_en09 1.00/0.02 0.65/0.05 -0.05/0.29 0.33/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.88 0.49/2.72 0.76/3.66 ----/3.30
ERA5_en10 1.00/0.02 0.66/0.05 -0.07/0.29 0.32/0.12 1.00/0.02 1.00/0.02 0.98/0.26 0.97/0.24 0.43/1.87 0.50/2.71 0.76/3.65 ----/3.30
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.74/0.10 0.69/0.53 0.72/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.82/2.46 0.77/3.24 1.00/0.00 ----/9.45
ERA5_en01 1.00/0.02 0.74/0.10 0.69/0.52 0.73/0.13 1.00/0.03 1.00/0.02 0.98/0.49 0.97/0.37 0.82/2.37 0.77/3.11 0.94/5.34 ----/9.77
ERA5_en02 1.00/0.02 0.71/0.11 0.69/0.51 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.39 0.76/3.11 0.93/5.73 ----/9.79
ERA5_en03 1.00/0.02 0.75/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.37 0.77/3.10 0.93/5.61 ----/9.78
ERA5_en04 1.00/0.02 0.69/0.11 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.43 0.78/3.03 0.93/5.54 ----/9.78
ERA5_en05 1.00/0.02 0.72/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.09 0.93/5.51 ----/9.78
ERA5_en06 1.00/0.02 0.73/0.10 0.69/0.51 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.39 0.75/3.27 0.93/5.54 ----/9.79
ERA5_en07 1.00/0.02 0.74/0.10 0.69/0.52 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.17 0.93/5.67 ----/9.79
ERA5_en08 1.00/0.02 0.73/0.10 0.69/0.52 0.72/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.45 0.76/3.20 0.93/5.54 ----/9.79
ERA5_en09 1.00/0.02 0.72/0.10 0.69/0.52 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.77/3.10 0.93/5.70 ----/9.79
ERA5_en10 1.00/0.02 0.72/0.11 0.70/0.51 0.71/0.13 1.00/0.03 0.99/0.03 0.98/0.49 0.97/0.37 0.82/2.40 0.75/3.26 0.93/5.57 ----/9.79
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.08 0.53/0.25 0.61/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.63/1.03 0.73/1.76 1.00/0.00 ----/7.53
ERA5_en01 1.00/0.01 0.83/0.08 0.53/0.25 0.63/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.97/0.20 0.64/1.01 0.74/1.74 0.93/1.28 ----/7.62
ERA5_en02 1.00/0.02 0.82/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.72/1.82 0.91/1.39 ----/7.64
ERA5_en03 1.00/0.02 0.82/0.08 0.53/0.25 0.63/0.10 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.72/1.82 0.92/1.37 ----/7.63
ERA5_en04 1.00/0.02 0.81/0.09 0.54/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.60/1.07 0.66/1.99 0.91/1.43 ----/7.65
ERA5_en05 1.00/0.02 0.80/0.09 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.61/1.05 0.68/1.93 0.91/1.39 ----/7.64
ERA5_en06 1.00/0.01 0.83/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.71/1.83 0.91/1.40 ----/7.64
ERA5_en07 1.00/0.02 0.81/0.09 0.51/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.71/1.88 0.91/1.44 ----/7.64
ERA5_en08 1.00/0.01 0.82/0.08 0.53/0.25 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.70/1.89 0.91/1.44 ----/7.64
ERA5_en09 1.00/0.02 0.82/0.08 0.52/0.25 0.63/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.62/1.04 0.71/1.87 0.90/1.46 ----/7.64
ERA5_en10 1.00/0.02 0.83/0.08 0.53/0.26 0.62/0.11 1.00/0.02 1.00/0.02 0.97/0.21 0.96/0.20 0.63/1.03 0.73/1.79 0.91/1.42 ----/7.64
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.12 -0.16/0.43 0.57/0.16 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.29/0.65 0.35/2.70 1.00/0.00 ----/8.16
ERA5_en01 1.00/0.02 0.77/0.12 -0.17/0.42 0.58/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.37/2.50 0.85/1.04 ----/8.23
ERA5_en02 1.00/0.02 0.76/0.12 -0.17/0.43 0.57/0.14 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.65 0.36/2.53 0.82/1.15 ----/8.24
ERA5_en03 1.00/0.02 0.77/0.12 -0.16/0.42 0.57/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.29/0.66 0.34/2.64 0.82/1.18 ----/8.25
ERA5_en04 1.00/0.02 0.78/0.12 -0.16/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.28/0.65 0.28/2.65 0.82/1.16 ----/8.25
ERA5_en05 1.00/0.02 0.76/0.12 -0.15/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.33/2.70 0.82/1.18 ----/8.25
ERA5_en06 1.00/0.02 0.78/0.12 -0.17/0.43 0.58/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.34/0.62 0.42/2.53 0.83/1.12 ----/8.24
ERA5_en07 1.00/0.02 0.76/0.13 -0.16/0.42 0.57/0.15 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.65 0.34/2.61 0.81/1.18 ----/8.25
ERA5_en08 1.00/0.02 0.77/0.13 -0.16/0.42 0.58/0.14 0.99/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.31/0.64 0.32/2.59 0.82/1.16 ----/8.24
ERA5_en09 1.00/0.02 0.76/0.13 -0.14/0.42 0.58/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.33/0.63 0.37/2.52 0.82/1.15 ----/8.24
ERA5_en10 1.00/0.02 0.77/0.12 -0.16/0.43 0.57/0.15 1.00/0.02 0.99/0.02 0.97/0.19 0.96/0.14 0.32/0.63 0.37/2.52 0.83/1.11 ----/8.24
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.08 0.61/0.27 0.59/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.67/1.58 0.63/2.40 1.00/0.00 ----/6.34
ERA5_en01 1.00/0.02 0.68/0.08 0.62/0.27 0.60/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.67/1.54 0.64/2.30 0.90/4.08 ----/6.59
ERA5_en02 1.00/0.02 0.66/0.09 0.63/0.26 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.56 0.60/2.55 0.89/4.29 ----/6.61
ERA5_en03 1.00/0.02 0.67/0.09 0.64/0.26 0.59/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.54 0.62/2.38 0.89/4.24 ----/6.60
ERA5_en04 1.00/0.02 0.63/0.08 0.63/0.26 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.57 0.61/2.48 0.89/4.27 ----/6.61
ERA5_en05 1.00/0.02 0.66/0.09 0.64/0.26 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.59 0.63/2.49 0.89/4.28 ----/6.61
ERA5_en06 1.00/0.02 0.63/0.09 0.61/0.27 0.60/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.67/1.56 0.61/2.51 0.89/4.32 ----/6.61
ERA5_en07 1.00/0.02 0.67/0.08 0.60/0.27 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.67/1.57 0.60/2.58 0.89/4.23 ----/6.61
ERA5_en08 1.00/0.02 0.66/0.08 0.63/0.26 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.58 0.62/2.46 0.89/4.32 ----/6.61
ERA5_en09 1.00/0.02 0.64/0.08 0.61/0.27 0.59/0.14 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.28 0.66/1.56 0.63/2.44 0.89/4.27 ----/6.61
ERA5_en10 1.00/0.02 0.64/0.08 0.62/0.27 0.61/0.13 1.00/0.02 1.00/0.02 0.97/0.41 0.97/0.27 0.66/1.61 0.62/2.49 0.88/4.34 ----/6.61
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.78/0.07 0.74/0.18 0.74/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.83/0.84 0.83/1.02 1.00/0.00 ----/4.14
ERA5_en01 1.00/0.01 0.78/0.07 0.75/0.18 0.76/0.05 1.00/0.01 1.00/0.01 0.98/0.17 0.97/0.13 0.83/0.81 0.84/0.98 0.93/1.85 ----/4.25
ERA5_en02 1.00/0.01 0.77/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.95 ----/4.26
ERA5_en03 1.00/0.01 0.76/0.07 0.75/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.09 0.92/1.92 ----/4.26
ERA5_en04 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.81 0.80/1.09 0.93/1.91 ----/4.26
ERA5_en05 1.00/0.01 0.76/0.07 0.76/0.18 0.76/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.94 ----/4.26
ERA5_en06 1.00/0.01 0.76/0.07 0.74/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.83 0.80/1.11 0.92/1.94 ----/4.26
ERA5_en07 1.00/0.01 0.76/0.07 0.75/0.18 0.75/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.08 0.92/1.93 ----/4.26
ERA5_en08 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.81/1.10 0.92/1.93 ----/4.26
ERA5_en09 1.00/0.01 0.76/0.07 0.75/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.84 0.80/1.11 0.92/1.92 ----/4.26
ERA5_en10 1.00/0.01 0.76/0.07 0.74/0.18 0.74/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.83/0.82 0.80/1.10 0.92/1.99 ----/4.27
NAM PSL NAM SST NAM TREFHT NAM PRECT NAM U10 NAM V10 NAM TAUX NAM TAUY NAM SHFLX NAM LHFLX NAM ETH NAM SWCRE NAM OLR NAM CLDTOT NAM U850 NAM V850 NAM TH850 NAM Z500 NAM U200 NAM V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.71/0.06 0.64/0.37 0.57/0.13 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.77/1.78 0.68/2.35 1.00/0.00 ----/3.75
ERA5_en01 1.00/0.01 0.71/0.06 0.65/0.36 0.58/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.71 0.68/2.26 0.93/3.58 ----/3.96
ERA5_en02 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.74 0.67/2.32 0.92/3.66 ----/3.97
ERA5_en03 1.00/0.01 0.71/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.72 0.69/2.30 0.92/3.64 ----/3.96
ERA5_en04 1.00/0.01 0.70/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.74 0.66/2.37 0.92/3.66 ----/3.97
ERA5_en05 1.00/0.01 0.70/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.68/2.35 0.92/3.65 ----/3.97
ERA5_en06 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.73 0.68/2.29 0.92/3.64 ----/3.97
ERA5_en07 1.00/0.01 0.70/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.68/2.33 0.92/3.62 ----/3.97
ERA5_en08 1.00/0.01 0.70/0.06 0.65/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.73 0.68/2.32 0.92/3.64 ----/3.97
ERA5_en09 1.00/0.01 0.70/0.06 0.66/0.35 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.78/1.74 0.67/2.34 0.92/3.67 ----/3.97
ERA5_en10 1.00/0.01 0.69/0.06 0.65/0.36 0.57/0.12 1.00/0.02 1.00/0.02 0.98/0.39 0.97/0.26 0.77/1.75 0.66/2.39 0.92/3.64 ----/3.97
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.78/0.10 0.71/0.53 0.71/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.82/2.43 0.75/3.32 1.00/0.00 ----/9.59
ERA5_en01 1.00/0.02 0.77/0.10 0.71/0.51 0.72/0.14 1.00/0.03 1.00/0.02 0.98/0.49 0.97/0.36 0.83/2.33 0.75/3.19 0.94/5.20 ----/9.89
ERA5_en02 1.00/0.02 0.75/0.11 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.36 0.74/3.20 0.93/5.58 ----/9.91
ERA5_en03 1.00/0.02 0.78/0.10 0.71/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.33 0.74/3.24 0.94/5.51 ----/9.91
ERA5_en04 1.00/0.02 0.74/0.11 0.71/0.52 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.82/2.37 0.76/3.10 0.94/5.37 ----/9.90
ERA5_en05 1.00/0.02 0.76/0.10 0.71/0.51 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.34 0.75/3.18 0.94/5.33 ----/9.90
ERA5_en06 1.00/0.02 0.77/0.10 0.72/0.51 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.72/3.38 0.94/5.40 ----/9.91
ERA5_en07 1.00/0.02 0.76/0.10 0.71/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.75/3.26 0.93/5.52 ----/9.92
ERA5_en08 1.00/0.02 0.77/0.10 0.71/0.52 0.71/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.82/2.40 0.74/3.31 0.94/5.42 ----/9.92
ERA5_en09 1.00/0.02 0.77/0.10 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.74/3.26 0.93/5.56 ----/9.92
ERA5_en10 1.00/0.02 0.77/0.10 0.72/0.51 0.70/0.14 1.00/0.03 0.99/0.02 0.98/0.49 0.97/0.36 0.83/2.35 0.74/3.33 0.94/5.37 ----/9.91
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.76/0.08 0.55/0.23 0.56/0.11 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.73/0.93 0.74/1.61 1.00/0.00 ----/7.32
ERA5_en01 1.00/0.01 0.76/0.08 0.55/0.22 0.57/0.11 1.00/0.01 1.00/0.01 0.97/0.18 0.97/0.18 0.74/0.91 0.74/1.59 0.91/1.32 ----/7.41
ERA5_en02 1.00/0.01 0.75/0.08 0.55/0.22 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.73/1.63 0.90/1.41 ----/7.42
ERA5_en03 1.00/0.01 0.69/0.08 0.56/0.22 0.58/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.72/1.63 0.89/1.44 ----/7.42
ERA5_en04 1.00/0.01 0.75/0.08 0.56/0.22 0.58/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.72/1.69 0.90/1.44 ----/7.43
ERA5_en05 1.00/0.01 0.76/0.08 0.55/0.23 0.57/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.69/1.78 0.90/1.41 ----/7.43
ERA5_en06 1.00/0.01 0.72/0.08 0.56/0.22 0.56/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.71/1.67 0.90/1.40 ----/7.43
ERA5_en07 1.00/0.01 0.74/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.69/1.77 0.89/1.45 ----/7.43
ERA5_en08 1.00/0.01 0.73/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.73/0.93 0.72/1.69 0.89/1.48 ----/7.43
ERA5_en09 1.00/0.01 0.75/0.09 0.55/0.23 0.57/0.11 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.72/0.94 0.72/1.74 0.89/1.48 ----/7.43
ERA5_en10 1.00/0.01 0.75/0.08 0.55/0.23 0.57/0.10 1.00/0.02 1.00/0.02 0.97/0.19 0.97/0.18 0.74/0.92 0.76/1.56 0.90/1.44 ----/7.42
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.82/0.09 0.53/0.25 0.58/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.31/0.56 0.41/1.78 1.00/0.00 ----/7.98
ERA5_en01 1.00/0.01 0.82/0.09 0.54/0.25 0.59/0.13 1.00/0.02 1.00/0.01 0.97/0.16 0.96/0.14 0.33/0.53 0.42/1.71 0.86/1.21 ----/8.06
ERA5_en02 1.00/0.02 0.80/0.10 0.53/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.31/0.56 0.39/1.86 0.83/1.31 ----/8.08
ERA5_en03 1.00/0.01 0.79/0.10 0.54/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.41/1.81 0.84/1.30 ----/8.08
ERA5_en04 1.00/0.01 0.80/0.10 0.52/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.31/0.56 0.38/1.96 0.84/1.31 ----/8.09
ERA5_en05 1.00/0.01 0.80/0.10 0.53/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.56 0.41/1.77 0.84/1.30 ----/8.08
ERA5_en06 1.00/0.02 0.80/0.10 0.55/0.25 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.42/1.83 0.83/1.32 ----/8.08
ERA5_en07 1.00/0.01 0.79/0.10 0.54/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.33/0.56 0.43/1.73 0.84/1.30 ----/8.07
ERA5_en08 1.00/0.01 0.79/0.10 0.56/0.24 0.60/0.13 0.99/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.34/0.56 0.41/1.86 0.84/1.30 ----/8.08
ERA5_en09 1.00/0.02 0.78/0.10 0.57/0.24 0.60/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.33/1.89 0.83/1.35 ----/8.08
ERA5_en10 1.00/0.01 0.80/0.10 0.55/0.25 0.59/0.13 1.00/0.02 0.99/0.02 0.97/0.16 0.96/0.14 0.30/0.57 0.37/1.86 0.84/1.31 ----/8.08
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.68/0.08 0.65/0.33 0.56/0.15 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.74/1.79 0.63/3.04 1.00/0.00 ----/6.68
ERA5_en01 1.00/0.02 0.68/0.08 0.65/0.32 0.57/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.97/0.28 0.74/1.74 0.64/2.91 0.90/4.52 ----/6.94
ERA5_en02 1.00/0.02 0.67/0.09 0.66/0.32 0.56/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.79 0.61/3.13 0.89/4.73 ----/6.97
ERA5_en03 1.00/0.02 0.66/0.09 0.65/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.79 0.61/3.12 0.89/4.69 ----/6.96
ERA5_en04 1.00/0.02 0.66/0.09 0.66/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.79 0.61/3.09 0.89/4.69 ----/6.96
ERA5_en05 1.00/0.02 0.66/0.09 0.67/0.32 0.55/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.83 0.62/3.14 0.89/4.68 ----/6.97
ERA5_en06 1.00/0.02 0.65/0.09 0.66/0.32 0.56/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.77 0.61/3.10 0.90/4.65 ----/6.96
ERA5_en07 1.00/0.02 0.68/0.09 0.66/0.32 0.55/0.15 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.80 0.61/3.21 0.89/4.72 ----/6.97
ERA5_en08 1.00/0.02 0.65/0.09 0.67/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.83 0.64/3.08 0.89/4.78 ----/6.97
ERA5_en09 1.00/0.02 0.66/0.09 0.65/0.32 0.55/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.73/1.79 0.63/3.02 0.89/4.68 ----/6.96
ERA5_en10 1.00/0.02 0.62/0.09 0.66/0.32 0.57/0.14 1.00/0.02 1.00/0.02 0.98/0.35 0.96/0.28 0.74/1.81 0.62/3.08 0.89/4.68 ----/6.96
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.83/0.06 0.76/0.18 0.71/0.06 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.84/0.84 0.79/1.19 1.00/0.00 ----/4.05
ERA5_en01 1.00/0.01 0.83/0.06 0.77/0.18 0.72/0.06 1.00/0.01 1.00/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.80/1.13 0.93/1.98 ----/4.17
ERA5_en02 1.00/0.01 0.81/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.83 0.78/1.23 0.92/2.06 ----/4.18
ERA5_en03 1.00/0.01 0.81/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.23 0.92/2.05 ----/4.18
ERA5_en04 1.00/0.01 0.82/0.06 0.77/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.77/1.24 0.92/2.03 ----/4.18
ERA5_en05 1.00/0.01 0.82/0.07 0.77/0.18 0.73/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.83 0.78/1.21 0.92/2.04 ----/4.18
ERA5_en06 1.00/0.01 0.82/0.06 0.76/0.18 0.72/0.05 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.83 0.78/1.22 0.92/2.06 ----/4.18
ERA5_en07 1.00/0.01 0.81/0.06 0.77/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.22 0.92/2.04 ----/4.18
ERA5_en08 1.00/0.01 0.82/0.06 0.76/0.18 0.72/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.79/1.20 0.92/2.05 ----/4.18
ERA5_en09 1.00/0.01 0.82/0.06 0.77/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.84/0.84 0.78/1.21 0.92/2.05 ----/4.18
ERA5_en10 1.00/0.01 0.81/0.06 0.76/0.18 0.71/0.06 1.00/0.01 0.99/0.01 0.98/0.17 0.97/0.13 0.85/0.82 0.78/1.24 0.92/2.11 ----/4.18
NAO PSL NAO SST NAO TREFHT NAO PRECT NAO U10 NAO V10 NAO TAUX NAO TAUY NAO SHFLX NAO LHFLX NAO ETH NAO SWCRE NAO OLR NAO CLDTOT NAO U850 NAO V850 NAO TH850 NAO Z500 NAO U200 NAO V200 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.00 0.66/0.06 0.59/0.41 0.48/0.14 1.00/0.00 1.00/0.00 1.00/0.00 1.00/0.00 0.69/2.33 0.58/3.24 1.00/0.00 ----/3.63
ERA5_en01 1.00/0.01 0.66/0.06 0.60/0.39 0.49/0.14 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.25 0.58/3.11 0.93/3.89 ----/3.86
ERA5_en02 1.00/0.01 0.65/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.57/3.18 0.93/3.95 ----/3.86
ERA5_en03 1.00/0.01 0.66/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.28 0.58/3.18 0.93/3.94 ----/3.86
ERA5_en04 1.00/0.01 0.66/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.68/2.29 0.57/3.21 0.93/3.96 ----/3.86
ERA5_en05 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.19 0.93/3.94 ----/3.86
ERA5_en06 1.00/0.01 0.65/0.06 0.61/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.28 0.58/3.16 0.93/3.92 ----/3.86
ERA5_en07 1.00/0.01 0.65/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.19 0.93/3.92 ----/3.86
ERA5_en08 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.58/3.18 0.93/3.97 ----/3.86
ERA5_en09 1.00/0.01 0.65/0.06 0.61/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.30 0.57/3.24 0.93/3.97 ----/3.87
ERA5_en10 1.00/0.01 0.64/0.06 0.60/0.39 0.48/0.13 1.00/0.02 1.00/0.02 0.98/0.38 0.97/0.27 0.69/2.29 0.57/3.24 0.93/3.91 ----/3.86
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) (DJF) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.07 0.93/0.09 0.30/0.31 0.91/0.25 1.00/0.03 1.00/0.03 0.99/0.10 0.99/0.08 0.57/1.33 0.81/2.73 1.00/1.75 ----/14.61
ERA5_en01 1.00/0.07 0.93/0.09 0.30/0.30 0.91/0.24 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.31 0.81/2.69 0.80/12.63 ----/15.16
ERA5_en02 1.00/0.07 0.92/0.10 0.35/0.29 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.33 0.79/2.91 0.80/12.62 ----/15.17
ERA5_en03 1.00/0.07 0.92/0.10 0.31/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.32 0.81/2.71 0.80/12.68 ----/15.17
ERA5_en04 1.00/0.07 0.93/0.10 0.33/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.34 0.80/2.91 0.79/12.73 ----/15.18
ERA5_en05 0.99/0.08 0.92/0.10 0.34/0.30 0.91/0.25 0.99/0.04 0.99/0.04 0.97/0.25 0.96/0.19 0.57/1.35 0.79/2.94 0.76/13.58 ----/15.23
ERA5_en06 0.99/0.08 0.92/0.10 0.30/0.31 0.91/0.25 0.99/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.32 0.79/2.90 0.79/12.84 ----/15.19
ERA5_en07 1.00/0.07 0.93/0.10 0.33/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.35 0.80/2.87 0.79/12.82 ----/15.19
ERA5_en08 1.00/0.06 0.92/0.10 0.32/0.30 0.91/0.25 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.57/1.34 0.81/2.86 0.80/12.63 ----/15.17
ERA5_en09 1.00/0.06 0.92/0.11 0.35/0.30 0.91/0.25 1.00/0.03 0.99/0.03 0.97/0.23 0.96/0.18 0.57/1.35 0.80/2.86 0.80/12.63 ----/15.16
ERA5_en10 1.00/0.06 0.92/0.10 0.34/0.30 0.91/0.24 1.00/0.04 0.99/0.03 0.97/0.24 0.96/0.18 0.58/1.33 0.80/2.84 0.77/13.42 ----/15.20
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) (MAM) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.87/0.18 0.91/0.08 0.45/0.21 0.81/0.23 0.89/0.10 0.90/0.07 0.88/0.29 0.87/0.22 0.27/1.20 0.60/2.40 0.81/5.97 0.82/10.65
ERA5_en01 0.86/0.18 0.92/0.08 0.47/0.21 0.82/0.23 0.88/0.10 0.89/0.07 0.85/0.32 0.83/0.24 0.28/1.19 0.60/2.38 0.63/8.25 0.81/10.77
ERA5_en02 0.89/0.16 0.91/0.08 0.45/0.21 0.83/0.22 0.90/0.09 0.91/0.07 0.86/0.31 0.85/0.23 0.27/1.22 0.55/2.61 0.63/8.17 0.83/10.76
ERA5_en03 0.86/0.18 0.89/0.09 0.41/0.21 0.82/0.22 0.87/0.11 0.88/0.08 0.84/0.34 0.82/0.26 0.26/1.23 0.54/2.64 0.61/8.65 0.80/10.81
ERA5_en04 0.90/0.16 0.91/0.09 0.48/0.21 0.82/0.23 0.90/0.09 0.91/0.07 0.86/0.31 0.85/0.23 0.26/1.23 0.55/2.59 0.65/8.05 0.83/10.76
ERA5_en05 0.86/0.19 0.89/0.09 0.41/0.22 0.81/0.23 0.85/0.12 0.86/0.08 0.82/0.35 0.81/0.26 0.25/1.23 0.55/2.60 0.56/9.16 0.78/10.85
ERA5_en06 0.89/0.17 0.89/0.09 0.50/0.22 0.81/0.24 0.88/0.10 0.89/0.07 0.86/0.32 0.85/0.24 0.28/1.23 0.59/2.47 0.58/9.08 0.82/10.81
ERA5_en07 0.86/0.19 0.89/0.09 0.48/0.21 0.82/0.23 0.88/0.10 0.89/0.07 0.85/0.33 0.82/0.25 0.27/1.23 0.55/2.58 0.60/8.64 0.81/10.80
ERA5_en08 0.87/0.18 0.90/0.09 0.47/0.22 0.81/0.23 0.87/0.11 0.88/0.08 0.83/0.34 0.82/0.25 0.25/1.23 0.58/2.47 0.63/8.43 0.80/10.81
ERA5_en09 0.84/0.20 0.90/0.09 0.45/0.21 0.83/0.22 0.86/0.11 0.88/0.08 0.83/0.34 0.81/0.26 0.28/1.20 0.56/2.57 0.62/8.53 0.79/10.81
ERA5_en10 0.89/0.17 0.91/0.08 0.48/0.21 0.83/0.22 0.89/0.10 0.90/0.07 0.86/0.31 0.84/0.24 0.29/1.20 0.58/2.45 0.64/8.21 0.82/10.76
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) (JJA) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.10 0.93/0.07 0.69/0.16 0.84/0.23 0.99/0.05 0.98/0.03 0.97/0.18 0.98/0.11 0.27/1.84 0.76/2.61 0.99/2.57 0.95/9.36
ERA5_en01 0.98/0.10 0.93/0.07 0.70/0.16 0.86/0.20 0.99/0.06 0.98/0.04 0.95/0.22 0.93/0.17 0.28/1.83 0.76/2.54 0.69/15.22 0.93/10.00
ERA5_en02 0.98/0.10 0.92/0.08 0.69/0.16 0.85/0.20 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.17 0.27/1.85 0.74/2.67 0.69/15.47 0.92/10.03
ERA5_en03 0.98/0.10 0.91/0.08 0.68/0.16 0.86/0.20 0.99/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.28/1.83 0.74/2.73 0.69/15.48 0.93/10.02
ERA5_en04 0.99/0.09 0.92/0.08 0.69/0.16 0.86/0.20 0.99/0.06 0.98/0.04 0.95/0.22 0.93/0.17 0.26/1.86 0.74/2.72 0.68/15.89 0.93/10.04
ERA5_en05 0.98/0.10 0.92/0.08 0.70/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.18 0.27/1.84 0.73/2.75 0.69/15.58 0.93/10.03
ERA5_en06 0.99/0.09 0.91/0.08 0.70/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.17 0.28/1.83 0.75/2.67 0.69/15.54 0.93/10.02
ERA5_en07 0.98/0.10 0.92/0.08 0.69/0.16 0.85/0.21 0.99/0.06 0.97/0.04 0.95/0.22 0.92/0.18 0.27/1.85 0.74/2.71 0.68/15.53 0.93/10.03
ERA5_en08 0.98/0.10 0.91/0.08 0.69/0.16 0.85/0.20 0.99/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.26/1.86 0.74/2.76 0.69/15.50 0.93/10.03
ERA5_en09 0.98/0.11 0.91/0.09 0.68/0.16 0.85/0.21 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.18 0.26/1.87 0.74/2.70 0.67/15.77 0.93/10.05
ERA5_en10 0.98/0.11 0.91/0.08 0.70/0.16 0.86/0.20 0.98/0.06 0.97/0.04 0.95/0.23 0.92/0.17 0.27/1.84 0.74/2.66 0.68/15.46 0.93/10.02
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) (SON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 1.00/0.05 0.96/0.09 0.46/0.20 0.84/0.28 1.00/0.02 1.00/0.02 1.00/0.08 1.00/0.06 0.44/1.36 0.77/2.77 1.00/0.94 ----/11.26
ERA5_en01 1.00/0.05 0.96/0.08 0.46/0.20 0.85/0.27 1.00/0.03 1.00/0.02 0.97/0.21 0.96/0.17 0.45/1.34 0.78/2.70 0.93/6.15 ----/11.53
ERA5_en02 0.99/0.06 0.95/0.09 0.44/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.43/1.37 0.77/2.82 0.92/6.71 ----/11.58
ERA5_en03 1.00/0.06 0.95/0.09 0.45/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.35 0.77/2.76 0.92/6.63 ----/11.57
ERA5_en04 1.00/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.02 0.97/0.22 0.96/0.17 0.45/1.36 0.77/2.83 0.92/6.67 ----/11.57
ERA5_en05 1.00/0.05 0.95/0.09 0.44/0.20 0.85/0.27 1.00/0.03 0.99/0.02 0.97/0.21 0.96/0.17 0.44/1.36 0.75/2.84 0.92/6.79 ----/11.57
ERA5_en06 1.00/0.06 0.95/0.10 0.46/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.38 0.78/2.78 0.92/6.94 ----/11.59
ERA5_en07 0.99/0.06 0.95/0.09 0.48/0.20 0.85/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.45/1.35 0.77/2.77 0.92/6.68 ----/11.57
ERA5_en08 1.00/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.43/1.37 0.77/2.80 0.92/6.88 ----/11.58
ERA5_en09 0.99/0.07 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.38 0.76/2.85 0.91/7.08 ----/11.61
ERA5_en10 0.99/0.06 0.95/0.09 0.47/0.20 0.84/0.27 1.00/0.03 0.99/0.03 0.97/0.22 0.96/0.17 0.44/1.36 0.77/2.77 0.93/6.53 ----/11.57
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) (ANN) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.07 0.96/0.05 0.45/0.15 0.91/0.13 0.99/0.04 0.98/0.03 0.98/0.10 0.97/0.08 0.38/0.99 0.78/1.54 0.98/2.46 0.95/6.65
ERA5_en01 0.98/0.06 0.96/0.05 0.46/0.15 0.93/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.39/0.98 0.79/1.49 0.83/6.24 0.94/6.84
ERA5_en02 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.38/0.98 0.77/1.58 0.83/6.34 0.95/6.84
ERA5_en03 0.99/0.06 0.95/0.06 0.49/0.14 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.39/0.98 0.77/1.55 0.83/6.41 0.94/6.85
ERA5_en04 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.39/0.98 0.78/1.54 0.83/6.49 0.94/6.85
ERA5_en05 0.99/0.06 0.95/0.06 0.49/0.14 0.92/0.12 0.99/0.04 0.98/0.03 0.95/0.15 0.93/0.11 0.39/0.98 0.77/1.56 0.82/6.53 0.94/6.86
ERA5_en06 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.10 0.39/0.98 0.78/1.57 0.82/6.58 0.94/6.86
ERA5_en07 0.99/0.07 0.95/0.06 0.49/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.38/0.99 0.77/1.56 0.82/6.58 0.94/6.86
ERA5_en08 0.99/0.06 0.95/0.06 0.48/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.93/0.11 0.38/0.98 0.77/1.57 0.83/6.46 0.94/6.85
ERA5_en09 0.98/0.07 0.95/0.06 0.46/0.15 0.92/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.11 0.38/0.99 0.78/1.55 0.81/6.68 0.94/6.87
ERA5_en10 0.99/0.06 0.95/0.05 0.48/0.15 0.93/0.12 0.99/0.04 0.98/0.03 0.96/0.14 0.94/0.10 0.39/0.98 0.78/1.55 0.83/6.44 0.94/6.85
NINO34 PSL NINO34 SST NINO34 TRE FHT NINO34 PRE CT NINO34 U10 NINO34 V10 NINO34 TAU X NINO34 TAU Y NINO34 SHF LX NINO34 LHF LX NINO34 ETH NINO34 SWC RE NINO34 OLR NINO34 CLD TOT NINO34 U85 0 NINO34 V85 0 NINO34 TH8 50 NINO34 Z50 0 NINO34 U20 0 NINO34 V20 0 Mean
(MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) (MON) Score
--------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
ERA5 0.98/0.10 0.98/0.04 0.54/0.15 0.95/0.13 0.98/0.05 0.98/0.03 0.98/0.13 0.97/0.09 0.72/0.54 0.90/1.35 0.98/2.56 0.96/8.60
ERA5_en01 0.98/0.09 0.98/0.04 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.74/0.51 0.90/1.33 0.86/6.27 0.96/8.78
ERA5_en02 0.98/0.09 0.98/0.05 0.57/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.89/1.38 0.86/6.41 0.95/8.79
ERA5_en03 0.97/0.10 0.98/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.20 0.94/0.13 0.73/0.52 0.89/1.35 0.85/6.61 0.95/8.81
ERA5_en04 0.98/0.08 0.98/0.05 0.56/0.14 0.95/0.13 0.99/0.04 0.98/0.03 0.96/0.18 0.94/0.13 0.74/0.53 0.90/1.38 0.86/6.55 0.96/8.80
ERA5_en05 0.98/0.10 0.98/0.05 0.58/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.53 0.89/1.40 0.85/6.63 0.95/8.81
ERA5_en06 0.98/0.09 0.97/0.05 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.54 0.89/1.38 0.85/6.63 0.95/8.81
ERA5_en07 0.98/0.09 0.98/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.90/1.34 0.85/6.62 0.96/8.80
ERA5_en08 0.98/0.09 0.98/0.05 0.55/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.53 0.89/1.43 0.85/6.60 0.95/8.81
ERA5_en09 0.98/0.09 0.97/0.05 0.56/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.19 0.94/0.13 0.73/0.54 0.89/1.39 0.85/6.61 0.95/8.80
ERA5_en10 0.98/0.09 0.98/0.05 0.57/0.14 0.95/0.12 0.98/0.05 0.98/0.03 0.95/0.18 0.94/0.13 0.73/0.52 0.89/1.37 0.85/6.49 0.95/8.79
Created Sun 26 Mar 2023 03:46:30 PM PDT
Enhanced on NCAR CVDP V5.2.0