Test: MAML
Reference: Observation and Reanalysis

ANN Mean

VariablesUnitTest_meanRef._meanMean_BiasTest_STDRef._STDRMSECorrelation
PRECT global GPCP_v2.2mm/day2.8252.6750.1512.3781.9221.280.846
PRECT global GPCP_v2.3mm/day2.8252.690.1352.3781.9341.2750.847
TREFHT land_60S90N CRUDegC13.01511.3681.64713.6112.5732.9590.978
SST global HadISST_CLdegC20.05420.106-0.0528.3828.320.2151.0
SST global HadISST_PIdegC20.05419.6940.368.3828.2990.4920.999
SST global HadISST_PDdegC20.05420.194-0.148.3828.3390.3011.0
SOLIN global ceres_ebaf_toa_v2.8W/m2340.37340.1060.26472.72472.8130.551.0
ALBEDO global ceres_ebaf_toa_v2.8dimensionless0.3240.3150.0090.1150.1190.0340.961
ALBEDOC global ceres_ebaf_toa_v2.8dimensionless0.1660.173-0.0060.1250.1240.020.988
RESTOM global ceres_ebaf_toa_v2.8W/m21.9990.8181.18254.8656.02610.3030.983
FLUT global ceres_ebaf_toa_v2.8W/m2235.304239.719-4.41528.32329.6538.5510.969
FLUTC global ceres_ebaf_toa_v2.8W/m2262.246265.698-3.45330.98529.9665.1150.993
FSNTOA global ceres_ebaf_toa_v2.8W/m2237.187240.537-3.3577.20279.96512.2390.989
FSNTOAC global ceres_ebaf_toa_v2.8W/m2289.951287.6662.28584.03983.9556.0910.998
SWCF global ceres_ebaf_toa_v2.8W/m2-52.763-47.129-5.63423.23220.33813.0730.862
LWCF global ceres_ebaf_toa_v2.8W/m226.94125.980.96213.31511.0747.0170.853
NETCF global ceres_ebaf_toa_v2.8W/m2-25.822-21.15-4.67315.64814.90411.2730.776
SOLIN global ceres_ebaf_toa_v4.0W/m2340.37340.2740.09672.72472.7130.2311.0
ALBEDO global ceres_ebaf_toa_v4.0dimensionless0.3240.3140.010.1150.120.0350.961
ALBEDOC global ceres_ebaf_toa_v4.0dimensionless0.1660.175-0.0080.1250.1220.020.989
RESTOM global ceres_ebaf_toa_v4.0W/m21.9990.8581.14154.8655.93910.2630.983
FLUT global ceres_ebaf_toa_v4.0W/m2235.304240.257-4.95328.32329.7168.960.968
FLUTC global ceres_ebaf_toa_v4.0W/m2262.246268.248-6.00330.98531.2246.8090.995
FSNTOA global ceres_ebaf_toa_v4.0W/m2237.187241.115-3.92877.20280.0612.330.99
FSNTOAC global ceres_ebaf_toa_v4.0W/m2289.951286.9213.0384.03982.8496.1920.998
SWCF global ceres_ebaf_toa_v4.0W/m2-52.763-45.806-6.95823.23220.36614.260.845
LWCF global ceres_ebaf_toa_v4.0W/m226.94127.991-1.0513.31512.2186.4150.881
NETCF global ceres_ebaf_toa_v4.0W/m2-25.822-17.814-8.00815.64814.88313.3310.757
ALBEDO_SRF global ceres_ebaf_surface_v2.8dimensionless0.1460.148-0.0020.1810.1740.0290.987
SWCFSRF global ceres_ebaf_surface_v2.8W/m2-58.648-51.993-6.65525.0121.72414.9690.844
LWCFSRF global ceres_ebaf_surface_v2.8W/m228.0428.865-0.82416.05516.6488.3960.87
NETCF_SRF global ceres_ebaf_surface_v2.8W/m2-30.608-23.128-7.47924.48622.18713.3120.893
FLDS global ceres_ebaf_surface_v2.8W/m2346.661345.4381.22466.75864.3668.850.992
FLDSC global ceres_ebaf_surface_v2.8W/m2317.353316.6850.66977.64976.0116.2680.997
FLNS global ceres_ebaf_surface_v2.8W/m251.41153.189-1.77818.76217.8188.0110.91
FLNSC global ceres_ebaf_surface_v2.8W/m279.45182.053-2.60216.36517.8448.2690.898
FSDS global ceres_ebaf_surface_v2.8W/m2181.14186.646-5.50555.81954.91815.4660.966
FSDSC global ceres_ebaf_surface_v2.8W/m2246.218244.2311.98750.4250.0296.060.994
FSNS global ceres_ebaf_surface_v2.8W/m2158.3162.553-4.25461.2461.41113.7080.977
FSNSC global ceres_ebaf_surface_v2.8W/m2216.947214.5462.40166.45865.4797.8050.994
ALBEDO_SRF global ceres_ebaf_surface_v4.0dimensionless0.1460.1440.0020.1810.1730.0290.988
SWCFSRF global ceres_ebaf_surface_v4.0W/m2-58.648-50.235-8.41325.0122.06515.7790.846
LWCFSRF global ceres_ebaf_surface_v4.0W/m228.0430.068-2.02816.05514.5996.7610.916
NETCF_SRF global ceres_ebaf_surface_v4.0W/m2-30.608-20.167-10.44124.48620.22215.3450.891
FLDS global ceres_ebaf_surface_v4.0W/m2346.661345.2761.38666.75866.1828.6810.992
FLDSC global ceres_ebaf_surface_v4.0W/m2317.353314.4652.88977.64977.5336.6940.997
FLNS global ceres_ebaf_surface_v4.0W/m251.41153.408-1.99718.76217.3348.3220.903
FLNSC global ceres_ebaf_surface_v4.0W/m279.45183.476-4.02516.36517.7477.740.928
FSDS global ceres_ebaf_surface_v4.0W/m2181.14187.215-6.07455.81955.29415.5230.967
FSDSC global ceres_ebaf_surface_v4.0W/m2246.218243.8622.35650.4248.1515.1060.997
FSNS global ceres_ebaf_surface_v4.0W/m2158.3163.889-5.58961.2461.72213.8760.979
FSNSC global ceres_ebaf_surface_v4.0W/m2216.947214.1242.82466.45864.0237.1860.996
LHFLX global OAFluxW/m281.8589.898-8.04854.74640.1921.8430.942
SHFLX global OAFluxW/m221.6129.93411.67819.4528.05413.0740.362
LHFLX global ERA-InterimW/m281.8583.171-1.32154.74650.13413.5550.971
SHFLX global ERA-InterimW/m221.61217.4594.15219.45216.68910.4180.871
PSL global ERA-Interimmbar1011.6471011.3020.34510.2398.1382.8320.979
FSNS global ERA-InterimW/m2158.3163.728-5.42861.2458.89214.1350.977
FLNS global ERA-InterimW/m251.41156.192-4.78118.76218.0799.3130.907
NET_FLUX_SRF global ERA-InterimW/m23.4276.905-3.47829.33227.08215.4230.861
PRECT global ERA-Interimmm/day2.8252.925-0.12.4352.2731.2160.87
TMQ global ERA-Interimkg/m225.98124.411.57214.64414.2962.3680.993
U-850mb global ERA-Interimm/s1.6111.0970.5145.7765.3941.4870.97
U-200mb global ERA-Interimm/s16.86315.6871.17612.15512.3093.4170.966
Z3-500mb global ERA-Interimhectometer56.60556.618-0.0142.7142.5740.2760.996
OMEGA-200mb global ERA-Interimmbar/day0.0710.0020.06811.1029.2427.8610.716
OMEGA-500mb global ERA-Interimmbar/day-0.0070.0-0.00720.69120.32514.1430.762
OMEGA-850mb global ERA-Interimmbar/day-0.212.55-2.7626.9736.54420.5550.723
T-850mb global ERA-InterimK281.265281.1250.149.90710.891.0470.995
T-200mb global ERA-InterimK217.626218.818-1.1933.9492.0152.650.883
TAUXY ocean ERA-InterimN/m^20.0780.0670.0110.0610.0510.0260.925
LHFLX global MERRA2W/m281.8584.373-2.52354.74651.99314.8190.964
SHFLX global MERRA2W/m221.61218.9612.6519.45220.5169.7390.891
PSL global MERRA2mbar1011.6471010.90.74610.2398.3113.2440.963
FSNS global MERRA2W/m2158.3164.067-5.76861.2461.88715.630.972
FLNS global MERRA2W/m251.41162.112-10.70118.76217.80512.6740.932
NET_FLUX_SRF global MERRA2W/m23.427-1.3794.80629.33227.09516.9510.837
PRECT global MERRA2mm/day2.8252.953-0.1282.4352.5351.6110.792
TMQ global MERRA2kg/m225.98124.9431.03814.64414.8082.1180.992
U-850mb global MERRA2m/s1.6110.940.6715.7765.6341.5670.969
U-200mb global MERRA2m/s16.86316.0880.77512.15511.9643.2590.966
Z3-500mb global MERRA2hectometer56.60556.5970.0082.7142.5690.2780.996
OMEGA-200mb global MERRA2mbar/day0.071-0.10.1711.1029.2577.5820.737
OMEGA-500mb global MERRA2mbar/day-0.0070.05-0.05720.69121.51315.7080.724
OMEGA-850mb global MERRA2mbar/day-0.210.173-0.38326.9731.03820.4030.733
T-850mb global MERRA2K281.265277.1144.1519.90729.70714.9870.546
T-200mb global MERRA2K217.626218.64-1.0143.9492.0712.4940.898
TAUXY ocean MERRA2N/m^20.0780.0720.0060.0610.0540.0240.927
TGCLDLWP_OCN global SSMIg/m^279.47795.636-16.15938.7124.47321.9150.836
AODVIS global AOD_550dimensionless0.1120.132-0.020.0820.0890.0560.819
TREFHT land ERA-InterimDegC7.6817.908-0.22721.17717.5743.8430.992
TREFHT global ERA-InterimDegC14.08714.411-0.32415.43114.1051.8950.996
TREFHT land MERRA2DegC7.6817.4260.25521.17718.3393.0360.994
TREFHT global MERRA2DegC14.08714.339-0.25215.43114.4351.5660.997
PminusE global GPCP_OAFLuxmm/day-0.0-0.1320.1322.3842.1661.2820.882
PminusE global COREv2_Fluxmm/day-0.0-0.2790.2792.4522.021.4530.853