Test: MAML
Reference: Observation and Reanalysis

JJA Mean

VariablesUnitTest_meanRef._meanMean_BiasTest_STDRef._STDRMSECorrelation
PRECT global GPCP_v2.2mm/day2.8942.7070.1873.4272.4892.2890.746
PRECT global GPCP_v2.3mm/day2.8942.7150.1793.4272.5172.3130.74
TREFHT land_60S90N CRUDegC20.37117.3243.0478.8439.2253.3820.939
SST global HadISST_CLdegC19.92820.004-0.0768.5178.4580.3550.999
SST global HadISST_PIdegC19.9919.6210.378.4568.4220.5750.999
SST global HadISST_PDdegC19.92820.105-0.1768.5178.4790.4460.999
SOLIN global ceres_ebaf_toa_v2.8W/m2330.484330.0920.392139.636138.9521.1791.0
ALBEDO global ceres_ebaf_toa_v2.8dimensionless0.3320.3290.0030.1230.1960.1370.719
ALBEDOC global ceres_ebaf_toa_v2.8dimensionless0.1720.186-0.0140.1230.1650.0810.885
RESTOM global ceres_ebaf_toa_v2.8W/m2-8.213-7.589-0.62485.20586.39414.8230.985
FLUT global ceres_ebaf_toa_v2.8W/m2238.016243.358-5.34235.25535.34912.740.946
FLUTC global ceres_ebaf_toa_v2.8W/m2265.544269.388-3.84432.81231.9816.4120.988
FSNTOA global ceres_ebaf_toa_v2.8W/m2229.698235.769-6.072105.474107.47819.390.985
FSNTOAC global ceres_ebaf_toa_v2.8W/m2283.455280.6032.852124.134123.097.8410.998
SWCF global ceres_ebaf_toa_v2.8W/m2-53.757-44.834-8.92438.86330.06821.0540.877
LWCF global ceres_ebaf_toa_v2.8W/m227.52826.0291.49817.79614.53210.4930.812
NETCF global ceres_ebaf_toa_v2.8W/m2-26.23-18.804-7.42533.11226.89217.8150.874
SOLIN global ceres_ebaf_toa_v4.0W/m2330.484330.3980.086139.636139.0650.8651.0
ALBEDO global ceres_ebaf_toa_v4.0dimensionless0.3320.3290.0040.1230.2050.150.69
ALBEDOC global ceres_ebaf_toa_v4.0dimensionless0.1720.206-0.0350.1230.3260.2640.662
RESTOM global ceres_ebaf_toa_v4.0W/m2-8.213-7.604-0.60985.20586.61914.5930.986
FLUT global ceres_ebaf_toa_v4.0W/m2238.016243.914-5.89835.25535.36913.0360.946
FLUTC global ceres_ebaf_toa_v4.0W/m2265.544271.747-6.20332.81233.177.5160.992
FSNTOA global ceres_ebaf_toa_v4.0W/m2229.698236.311-6.613105.474107.74919.470.985
FSNTOAC global ceres_ebaf_toa_v4.0W/m2283.455280.2413.214124.134122.4127.0670.999
SWCF global ceres_ebaf_toa_v4.0W/m2-53.757-43.931-9.82738.86330.32821.9220.868
LWCF global ceres_ebaf_toa_v4.0W/m227.52827.833-0.30517.79615.4699.7310.838
NETCF global ceres_ebaf_toa_v4.0W/m2-26.23-16.098-10.13233.11226.52418.950.879
ALBEDO_SRF global ceres_ebaf_surface_v2.8dimensionless0.1430.1420.0010.1840.5620.1840.659
SWCFSRF global ceres_ebaf_surface_v2.8W/m2-59.3-49.277-10.02343.53232.48724.4290.868
LWCFSRF global ceres_ebaf_surface_v2.8W/m227.90128.075-0.17517.45817.64811.8230.773
NETCF_SRF global ceres_ebaf_surface_v2.8W/m2-31.399-21.202-10.19742.29236.32920.780.905
FLDS global ceres_ebaf_surface_v2.8W/m2355.864355.00.86465.32463.00112.110.983
FLDSC global ceres_ebaf_surface_v2.8W/m2327.516327.4610.05575.1474.6627.8560.995
FLNS global ceres_ebaf_surface_v2.8W/m251.39552.952-1.55824.77422.62412.0930.876
FLNSC global ceres_ebaf_surface_v2.8W/m279.29581.027-1.73220.89923.32910.7150.891
FSDS global ceres_ebaf_surface_v2.8W/m2169.545178.252-8.70885.48484.82127.8120.952
FSDSC global ceres_ebaf_surface_v2.8W/m2235.561233.0282.533101.75999.5678.20.997
FSNS global ceres_ebaf_surface_v2.8W/m2150.838157.556-6.71876.61876.08923.1330.958
FSNSC global ceres_ebaf_surface_v2.8W/m2210.137206.8333.30494.07492.4259.850.995
ALBEDO_SRF global ceres_ebaf_surface_v4.0dimensionless0.1430.1390.0040.1840.1780.0360.981
SWCFSRF global ceres_ebaf_surface_v4.0W/m2-59.3-47.5-11.843.53232.91424.9930.87
LWCFSRF global ceres_ebaf_surface_v4.0W/m227.90128.725-0.82417.45814.849.9920.822
NETCF_SRF global ceres_ebaf_surface_v4.0W/m2-31.399-18.776-12.62442.29234.92821.5090.916
FLDS global ceres_ebaf_surface_v4.0W/m2355.864354.5231.34165.32464.73912.0260.983
FLDSC global ceres_ebaf_surface_v4.0W/m2327.516325.0952.42175.1476.4078.3780.995
FLNS global ceres_ebaf_surface_v4.0W/m251.39552.948-1.55324.77421.36612.4830.866
FLNSC global ceres_ebaf_surface_v4.0W/m279.29581.672-2.37720.89921.4919.1920.913
FSDS global ceres_ebaf_surface_v4.0W/m2169.545179.009-9.46485.48485.24727.5020.954
FSDSC global ceres_ebaf_surface_v4.0W/m2235.561232.7282.833101.75998.9776.5950.999
FSNS global ceres_ebaf_surface_v4.0W/m2150.838158.969-8.13276.61876.74923.2430.96
FSNSC global ceres_ebaf_surface_v4.0W/m2210.137206.4693.66894.07491.4328.3210.997
LHFLX global OAFluxW/m284.12585.13-1.00558.60446.65227.0550.926
SHFLX global OAFluxW/m223.7738.46615.30824.1149.03315.7260.341
LHFLX global ERA-InterimW/m284.12586.254-2.12958.60453.37919.0250.947
SHFLX global ERA-InterimW/m223.77318.7355.03924.11421.11813.310.86
PSL global ERA-Interimmbar1011.5341011.1750.369.2418.5272.9460.949
FSNS global ERA-InterimW/m2150.838156.734-5.89776.61877.7523.1970.958
FLNS global ERA-InterimW/m251.39555.713-4.31924.77421.8711.8610.895
NET_FLUX_SRF global ERA-InterimW/m2-8.455-3.968-4.48772.93973.79525.4980.942
PRECT global ERA-Interimmm/day2.8942.988-0.0943.5452.7912.260.771
TMQ global ERA-Interimkg/m227.52425.9391.58515.20114.9583.2580.982
U-850mb global ERA-Interimm/s1.8441.1390.7056.2395.8092.7690.902
U-200mb global ERA-Interimm/s14.26712.9731.29516.51116.0485.6270.944
Z3-500mb global ERA-Interimhectometer56.87356.891-0.0182.7232.6130.3410.993
OMEGA-200mb global ERA-Interimmbar/day0.0670.0020.06517.17712.85812.6740.679
OMEGA-500mb global ERA-Interimmbar/day-0.005-0.0-0.00431.42526.71323.3270.689
OMEGA-850mb global ERA-Interimmbar/day-0.1742.642-2.81635.95144.45528.1420.68
T-850mb global ERA-InterimK282.887282.6090.27810.08211.2861.4110.991
T-200mb global ERA-InterimK217.395218.771-1.3765.6154.9542.1980.955
TAUXY ocean ERA-InterimN/m^20.0890.0750.0140.0690.0590.0420.81
LHFLX global MERRA2W/m284.12587.696-3.57258.60455.61721.320.934
SHFLX global MERRA2W/m223.77320.5023.27124.11425.54212.7490.878
PSL global MERRA2mbar1011.5341010.7160.8189.2418.9113.9140.912
FSNS global MERRA2W/m2150.838159.985-9.14876.61879.83624.6570.958
FLNS global MERRA2W/m251.39562.11-10.71624.77421.93614.9310.908
NET_FLUX_SRF global MERRA2W/m2-8.455-10.3241.86972.93975.02224.5490.946
PRECT global MERRA2mm/day2.8943.066-0.1733.5453.1622.6430.696
TMQ global MERRA2kg/m227.52426.5510.97315.20115.5073.0660.982
U-850mb global MERRA2m/s1.8441.0050.8396.2396.0822.8740.901
U-200mb global MERRA2m/s14.26713.4130.85416.51115.6625.5660.943
Z3-500mb global MERRA2hectometer56.87356.876-0.0042.7232.6130.3450.992
OMEGA-200mb global MERRA2mbar/day0.067-0.0990.16617.17714.23312.8350.681
OMEGA-500mb global MERRA2mbar/day-0.0050.038-0.04331.42528.47725.0960.653
OMEGA-850mb global MERRA2mbar/day-0.174-0.03-0.14335.95134.30128.0980.673
T-850mb global MERRA2K282.887278.3654.52310.08230.54116.1840.487
T-200mb global MERRA2K217.395218.559-1.1645.6155.0422.020.958
TAUXY ocean MERRA2N/m^20.0890.0810.0080.0690.0630.0410.811
TGCLDLWP_OCN global SSMIg/m^281.22197.429-16.20850.06330.56933.3850.74
AODVIS global AOD_550dimensionless0.1320.1320.00.1130.0890.0680.799
TREFHT land ERA-InterimDegC13.20912.620.58923.84319.3114.8920.991
TREFHT global ERA-InterimDegC15.85216.115-0.26316.01314.2862.4780.993
TREFHT land MERRA2DegC13.20912.2910.91823.84320.2213.9290.993
TREFHT global MERRA2DegC15.85216.059-0.20716.01314.6652.0720.995
PminusE global GPCP_OAFLuxmm/day-0.011-0.1770.1663.5072.8852.5530.77
PminusE global COREv2_Fluxmm/day-0.011-0.280.2693.6342.7112.650.758