ILAMB Benchmark Results

ILAMB 2.1

ILAMB Benchmark Results

ILAMB Benchmark Results

Mean State Scores

LENS1 CLM45BGC CESM2_202_01 CESM2_227_01
Biomass0.620.640.640.64
   GlobalCarbon (50.0%)0.540.560.680.69
   NBCD2000 (25.0%)0.740.750.610.60
   USForest (25.0%)0.660.680.590.59
Burned Area0.360.480.530.52
   GFED3 (33.3%)0.360.480.530.52
   GFED4 (33.3%)0.360.490.540.53
   GFED4S (33.3%)0.350.470.520.52
Gross Primary Productivity0.710.740.740.74
   Fluxnet (37.5%)0.680.720.700.71
   GBAF (62.5%)0.730.740.760.75
Leaf Area Index0.550.550.680.68
   AVHRR (50.0%)0.540.540.680.68
   MODIS (50.0%)0.570.560.690.69
Global Net Ecosystem Carbon Balance0.530.710.780.62
   GCP (50.0%)0.430.690.770.64
   Hoffman (50.0%)0.630.730.790.60
Net Ecosystem Exchange0.560.570.600.60
   Fluxnet (69.2%)0.620.620.640.64
   GBAF (30.8%)0.430.450.510.51
Ecosystem Respiration0.670.710.720.72
   Fluxnet (60.0%)0.670.680.680.68
   GBAF (40.0%)0.680.740.780.78
Soil Carbon0.410.670.420.47
   HWSD (55.6%)0.520.740.400.45
   NCSCDV22 (44.4%)0.270.580.450.49
Evapotranspiration0.760.770.790.79
   GLEAM (50.0%)0.750.770.790.79
   MODIS (50.0%)0.770.770.780.78
Evaporative Fraction0.840.850.850.85
   GBAF (100.0%)0.840.850.850.85
Latent Heat0.790.800.810.82
   Fluxnet (25.0%)0.700.690.730.74
   GBAF (75.0%)0.820.830.840.84
Runoff0.720.740.730.73
   Dai (100.0%)0.720.740.730.73
Sensible Heat0.750.750.750.76
   Fluxnet (37.5%)0.730.730.720.73
   GBAF (62.5%)0.760.760.770.78
Terrestrial Water Storage Anomaly0.460.480.470.47
   GRACE (100.0%)0.460.480.470.47
Albedo0.750.750.760.76
   CERES (33.3%)0.790.790.790.80
   GEWEX.SRB (33.3%)0.700.700.710.72
   MODIS (33.3%)0.770.760.780.78
Surface Upward SW Radiation0.730.730.730.74
   CERES (35.7%)0.820.820.830.83
   GEWEX.SRB (35.7%)0.740.730.750.76
   WRMC.BSRN (28.6%)0.600.620.590.60
Surface Net SW Radiation0.860.870.860.86
   CERES (35.7%)0.880.880.880.88
   GEWEX.SRB (35.7%)0.890.880.870.87
   WRMC.BSRN (28.6%)0.810.820.810.82
Surface Upward LW Radiation0.940.940.940.94
   CERES (35.7%)0.940.940.940.94
   GEWEX.SRB (35.7%)0.950.960.960.96
   WRMC.BSRN (28.6%)0.930.910.920.92
Surface Net LW Radiation0.780.790.810.80
   CERES (35.7%)0.800.820.820.82
   GEWEX.SRB (35.7%)0.790.810.820.82
   WRMC.BSRN (28.6%)0.730.730.770.73
Surface Net Radiation0.810.810.810.81
   CERES (27.8%)0.850.850.850.85
   Fluxnet (22.2%)0.800.800.800.80
   GEWEX.SRB (27.8%)0.810.810.800.80
   WRMC.BSRN (22.2%)0.770.750.770.76
Surface Air Temperature0.960.960.960.96
   CRU (73.5%)0.970.960.970.97
   Fluxnet (26.5%)0.940.930.930.93
Precipitation0.700.700.690.69
   CMAP (29.0%)0.710.710.710.71
   Fluxnet (13.0%)0.560.530.510.49
   GPCC (29.0%)0.710.720.720.72
   GPCP2 (29.0%)0.730.730.730.73
Surface Relative Humidity0.830.820.830.83
   ERA (100.0%)0.830.820.830.83
Surface Downward SW Radiation0.860.880.870.87
   CERES (27.8%)0.890.900.900.90
   Fluxnet (22.2%)0.830.840.820.82
   GEWEX.SRB (27.8%)0.880.890.890.89
   WRMC.BSRN (22.2%)0.850.870.860.86
Surface Downward LW Radiation0.930.930.930.93
   CERES (35.7%)0.930.930.930.93
   GEWEX.SRB (35.7%)0.940.940.940.95
   WRMC.BSRN (28.6%)0.930.930.920.93

Relationship Scores

LENS1 CLM45BGC CESM2_202_01 CESM2_227_01
BurnedArea/GFED30.430.690.740.62
   Precipitation/GPCP2 (50.0%)0.450.670.630.55
   SurfaceAirTemperature/CRU (50.0%)0.410.710.860.69
BurnedArea/GFED40.440.720.740.57
   Precipitation/GPCP2 (50.0%)0.460.690.610.50
   SurfaceAirTemperature/CRU (50.0%)0.410.740.880.63
BurnedArea/GFED4S0.420.630.700.74
   Precipitation/GPCP2 (50.0%)0.430.610.660.70
   SurfaceAirTemperature/CRU (50.0%)0.410.650.740.78
GrossPrimaryProductivity/GBAF0.690.730.830.83
   Evapotranspiration/GLEAM (20.0%)0.830.840.880.87
   Precipitation/GPCP2 (20.0%)0.820.880.870.87
   SurfaceDownwardSWRadiation/CERES (20.0%)0.610.640.820.82
   SurfaceNetSWRadiation/CERES (20.0%)0.610.660.820.81
   SurfaceAirTemperature/CRU (20.0%)0.570.650.790.78
LeafAreaIndex/AVHRR0.430.520.830.85
   Precipitation/GPCP2 (100.0%)0.430.520.830.85
LeafAreaIndex/MODIS0.500.560.860.87
   Precipitation/GPCP2 (100.0%)0.500.560.860.87
Evapotranspiration/GLEAM0.780.840.910.91
   Precipitation/GPCP2 (50.0%)0.840.870.930.94
   SurfaceAirTemperature/CRU (50.0%)0.710.810.880.89
Evapotranspiration/MODIS0.800.790.840.84
   Precipitation/GPCP2 (50.0%)0.880.800.880.88
   SurfaceAirTemperature/CRU (50.0%)0.720.770.800.80