ILAMB Benchmark Results

ILAMB 2.3

ILAMB Benchmark Results

ILAMB Benchmark Results

Mean State Scores

CLM4 CLM4.5 CLM5
Biomass0.640.680.72
   GEOCARBON (27.8%)0.760.780.75
   Tropical (27.8%)0.580.620.75
   GlobalCarbon (22.2%)0.580.620.68
   NBCD2000 (11.1%)0.660.720.69
   USForest (11.1%)0.590.650.67
Burned Area0.390.530.56
   GFED4S (100.0%)0.390.530.56
Gross Primary Productivity0.580.610.61
   Fluxnet (37.5%)0.620.660.67
   GBAF (62.5%)0.550.590.58
Leaf Area Index0.420.430.51
   AVHRR (50.0%)0.440.450.53
   MODIS (50.0%)0.400.410.48
Global Net Ecosystem Carbon Balance0.630.630.87
   GCP (50.0%)0.550.610.77
   Hoffman (50.0%)0.700.650.97
Net Ecosystem Exchange0.490.530.55
   Fluxnet (69.2%)0.580.620.63
   GBAF (30.8%)0.270.310.37
Ecosystem Respiration0.550.600.61
   Fluxnet (60.0%)0.570.630.63
   GBAF (40.0%)0.510.570.58
Soil Carbon0.410.680.55
   HWSD (55.6%)0.510.680.51
   NCSCDV22 (44.4%)0.290.690.59
Ecosystem and Carbon Cycle Summary0.520.600.63
Evapotranspiration0.620.650.66
   GLEAM (50.0%)0.620.670.67
   MODIS (50.0%)0.620.640.64
Evaporative Fraction0.710.750.74
   GBAF (100.0%)0.710.750.74
Latent Heat0.620.640.66
   Fluxnet (25.0%)0.660.660.69
   GBAF (75.0%)0.600.630.66
Runoff0.810.810.79
   Dai (100.0%)0.810.810.79
Sensible Heat0.680.690.69
   Fluxnet (37.5%)0.710.710.70
   GBAF (62.5%)0.660.680.68
Terrestrial Water Storage Anomaly0.650.700.71
   GRACE (100.0%)0.650.700.71
Snow Water Equivalent0.610.560.54
   CanSISE (100.0%)0.610.560.54
Permafrost0.810.760.84
   NSIDC (100.0%)0.810.760.84
Hydrology Cycle Summary0.670.690.69
Albedo0.570.570.58
   CERES (50.0%)0.590.590.60
   GEWEX.SRB (50.0%)0.550.550.56
Surface Upward SW Radiation0.640.640.64
   CERES (35.7%)0.720.720.72
   GEWEX.SRB (35.7%)0.660.650.66
   WRMC.BSRN (28.6%)0.520.520.52
Surface Net SW Radiation0.730.730.73
   CERES (35.7%)0.810.820.82
   GEWEX.SRB (35.7%)0.780.780.78
   WRMC.BSRN (28.6%)0.570.570.57
Surface Upward LW Radiation0.760.750.75
   CERES (35.7%)0.790.790.78
   GEWEX.SRB (35.7%)0.800.800.79
   WRMC.BSRN (28.6%)0.650.640.64
Surface Net LW Radiation0.660.660.65
   CERES (35.7%)0.690.690.68
   GEWEX.SRB (35.7%)0.710.700.69
   WRMC.BSRN (28.6%)0.570.560.56
Surface Net Radiation0.710.710.70
   CERES (27.8%)0.750.750.74
   Fluxnet (22.2%)0.790.790.78
   GEWEX.SRB (27.8%)0.730.730.73
   WRMC.BSRN (22.2%)0.570.570.56
Radiation and Energy Cycle Summary0.680.680.68
Surface Air Temperature0.900.900.91
   CRU (73.5%)0.910.920.93
   Fluxnet (26.5%)0.860.860.86
Precipitation0.760.760.76
   CMAP (29.0%)0.740.740.74
   Fluxnet (13.0%)0.610.610.61
   GPCC (29.0%)0.860.860.86
   GPCP2 (29.0%)0.760.760.76
Surface Relative Humidity0.570.570.56
   ERA (100.0%)0.570.570.56
Surface Downward SW Radiation0.820.820.82
   CERES (27.8%)0.830.830.83
   Fluxnet (22.2%)0.860.860.86
   GEWEX.SRB (27.8%)0.830.830.83
   WRMC.BSRN (22.2%)0.760.760.76
Surface Downward LW Radiation0.820.820.82
   CERES (35.7%)0.810.810.81
   GEWEX.SRB (35.7%)0.860.860.86
   WRMC.BSRN (28.6%)0.780.780.78
Forcings Summary0.750.750.75
Overall Summary0.660.680.69

Relationship Scores

CLM4 CLM4.5 CLM5
BurnedArea/GFED4S0.440.580.63
   Precipitation/GPCP2 (50.0%)0.450.580.63
   SurfaceAirTemperature/CRU (50.0%)0.440.580.64
GrossPrimaryProductivity/GBAF0.780.840.85
   Evapotranspiration/GLEAM (20.0%)0.850.860.88
   Precipitation/GPCP2 (20.0%)0.730.880.92
   SurfaceDownwardSWRadiation/CERES (20.0%)0.690.760.80
   SurfaceNetSWRadiation/CERES (20.0%)0.810.880.81
   SurfaceAirTemperature/CRU (20.0%)0.820.840.82
LeafAreaIndex/AVHRR0.540.610.84
   Precipitation/GPCP2 (100.0%)0.540.610.84
LeafAreaIndex/MODIS0.550.630.86
   Precipitation/GPCP2 (100.0%)0.550.630.86
Ecosystem and Carbon Cycle Summary~~~
Evapotranspiration/GLEAM0.750.860.90
   Precipitation/GPCP2 (50.0%)0.730.860.91
   SurfaceAirTemperature/CRU (50.0%)0.770.870.90
Evapotranspiration/MODIS0.820.860.83
   Precipitation/GPCP2 (50.0%)0.880.930.88
   SurfaceAirTemperature/CRU (50.0%)0.760.800.77
Hydrology Cycle Summary~~~
   Radiation and Energy Cycle Summary (0.0%)~~~
   Forcings Summary (0.0%)~~~
Overall Summary~~~