ILAMB Benchmark Results

Mean State
Relationship
Results Table

Mean State Scores

	CLM4.0_CRUNCEP	CLM4.0_GSWP3	CLM4.0SP_GSWP3	CLM4.5_CRUNCEP	CLM4.5_GSWP3	CLM4.5SP_GSWP3	CLM5.0_CRUNCEP	CLM5.0_GSWP3	CLM5.0SP_GSWP3
Biomass	0.39	0.42	~	0.42	0.45	~	0.46	0.48	~
GEOCARBON (27.8%)	0.47	0.50	~	0.50	0.51	~	0.50	0.48	~
Tropical (27.8%)	0.29	0.37	~	0.32	0.40	~	0.44	0.50	~
GlobalCarbon (22.2%)	0.31	0.39	~	0.35	0.43	~	0.40	0.46	~
NBCD2000 (11.1%)	0.52	0.44	~	0.53	0.49	~	0.52	0.47	~
USForest (11.1%)	0.47	0.37	~	0.49	0.43	~	0.50	0.45	~
Burned Area	0.40	0.39	~	0.51	0.52	~	0.58	0.57	~
GFED4S (100.0%)	0.40	0.39	~	0.51	0.52	~	0.58	0.57	~
Gross Primary Productivity	0.55	0.57	0.61	0.60	0.61	0.64	0.61	0.61	0.65
Fluxnet (37.5%)	0.60	0.61	0.66	0.63	0.65	0.68	0.65	0.65	0.67
GBAF (62.5%)	0.53	0.55	0.58	0.59	0.59	0.61	0.59	0.58	0.64
Leaf Area Index	0.38	0.42	0.72	0.39	0.43	0.65	0.46	0.50	0.65
AVHRR (50.0%)	0.39	0.43	0.66	0.41	0.45	0.68	0.48	0.52	0.68
MODIS (50.0%)	0.37	0.40	0.78	0.37	0.41	0.62	0.44	0.48	0.62
Global Net Ecosystem Carbon Balance	0.54	0.64	~	0.70	0.64	~	0.84	0.86	~
GCP (50.0%)	0.56	0.58	~	0.58	0.60	~	0.84	0.81	~
Hoffman (50.0%)	0.51	0.70	~	0.83	0.68	~	0.83	0.90	~
Net Ecosystem Exchange	0.48	0.48	~	0.51	0.51	~	0.54	0.54	~
Fluxnet (69.2%)	0.57	0.57	~	0.60	0.60	~	0.61	0.61	~
GBAF (30.8%)	0.29	0.27	~	0.31	0.31	~	0.39	0.38	~
Ecosystem Respiration	0.51	0.54	~	0.56	0.60	~	0.59	0.60	~
Fluxnet (60.0%)	0.54	0.56	~	0.58	0.62	~	0.60	0.61	~
GBAF (40.0%)	0.47	0.51	~	0.54	0.57	~	0.57	0.58	~
Soil Carbon	0.25	0.18	~	0.35	0.42	~	0.10	0.29	~
HWSD (55.6%)	0.35	0.27	~	0.31	0.42	~	0.10	0.26	~
NCSCDV22 (44.4%)	0.11	0.08	~	0.40	0.43	~	0.10	0.33	~
Ecosystem and Carbon Cycle Summary	0.44	0.46	~	0.51	0.53	~	0.52	0.56	~
Evapotranspiration	0.59	0.62	0.66	0.63	0.65	0.67	0.63	0.65	0.67
GLEAM (50.0%)	0.59	0.62	0.66	0.63	0.66	0.68	0.63	0.67	0.68
MODIS (50.0%)	0.59	0.62	0.66	0.62	0.64	0.66	0.62	0.63	0.66
Evaporative Fraction	0.73	0.72	0.74	0.75	0.75	0.76	0.72	0.74	0.73
GBAF (100.0%)	0.73	0.72	0.74	0.75	0.75	0.76	0.72	0.74	0.73
Latent Heat	0.60	0.61	0.66	0.62	0.64	0.67	0.62	0.66	0.68
Fluxnet (25.0%)	0.64	0.64	0.69	0.63	0.65	0.68	0.62	0.67	0.68
GBAF (75.0%)	0.58	0.60	0.65	0.61	0.63	0.67	0.61	0.66	0.67
Runoff	0.68	0.81	0.81	0.75	0.81	0.82	0.69	0.79	0.79
Dai (100.0%)	0.68	0.81	0.81	0.75	0.81	0.82	0.69	0.79	0.79
Sensible Heat	0.66	0.67	0.68	0.65	0.68	0.68	0.64	0.68	0.68
Fluxnet (37.5%)	0.67	0.68	0.69	0.67	0.69	0.68	0.65	0.68	0.68
GBAF (62.5%)	0.65	0.66	0.68	0.64	0.68	0.68	0.63	0.68	0.68
Terrestrial Water Storage Anomaly	0.49	0.48	0.49	0.49	0.48	0.48	0.48	0.47	0.47
GRACE (100.0%)	0.49	0.48	0.49	0.49	0.48	0.48	0.48	0.47	0.47
Hydrology Cycle Summary	0.62	0.65	0.67	0.65	0.67	0.68	0.63	0.66	0.67
Albedo	0.53	0.54	0.54	0.53	0.54	0.54	0.55	0.55	0.55
CERES (33.3%)	0.56	0.56	0.57	0.56	0.56	0.57	0.58	0.58	0.58
GEWEX.SRB (33.3%)	0.52	0.52	0.53	0.52	0.53	0.52	0.54	0.54	0.53
MODIS (33.3%)	0.51	0.52	0.52	0.51	0.52	0.52	0.53	0.53	0.53
Surface Upward SW Radiation	0.64	0.65	0.66	0.64	0.65	0.65	0.64	0.65	0.65
CERES (35.7%)	0.72	0.73	0.73	0.72	0.72	0.73	0.73	0.73	0.73
GEWEX.SRB (35.7%)	0.66	0.67	0.68	0.65	0.66	0.67	0.66	0.67	0.68
WRMC.BSRN (28.6%)	0.52	0.52	0.55	0.53	0.53	0.52	0.51	0.52	0.53
Surface Net SW Radiation	0.75	0.76	0.77	0.75	0.77	0.77	0.75	0.77	0.77
CERES (35.7%)	0.81	0.83	0.83	0.81	0.84	0.84	0.81	0.84	0.84
GEWEX.SRB (35.7%)	0.77	0.81	0.81	0.77	0.81	0.82	0.77	0.81	0.81
WRMC.BSRN (28.6%)	0.66	0.62	0.62	0.63	0.62	0.62	0.63	0.62	0.62
Surface Upward LW Radiation	0.76	0.78	0.78	0.76	0.77	0.78	0.76	0.78	0.78
CERES (35.7%)	0.80	0.81	0.82	0.79	0.81	0.82	0.80	0.80	0.81
GEWEX.SRB (35.7%)	0.80	0.81	0.82	0.80	0.81	0.82	0.80	0.80	0.81
WRMC.BSRN (28.6%)	0.68	0.69	0.69	0.67	0.69	0.69	0.68	0.72	0.72
Surface Net LW Radiation	0.58	0.64	0.64	0.58	0.64	0.64	0.56	0.63	0.63
CERES (35.7%)	0.65	0.68	0.69	0.65	0.68	0.68	0.64	0.67	0.67
GEWEX.SRB (35.7%)	0.64	0.69	0.70	0.64	0.69	0.69	0.63	0.67	0.68
WRMC.BSRN (28.6%)	0.41	0.53	0.53	0.41	0.53	0.53	0.38	0.52	0.52
Surface Net Radiation	0.71	0.74	0.74	0.72	0.73	0.74	0.71	0.72	0.73
CERES (27.8%)	0.76	0.77	0.78	0.76	0.77	0.77	0.76	0.76	0.77
Fluxnet (22.2%)	0.75	0.77	0.78	0.74	0.77	0.77	0.74	0.77	0.77
GEWEX.SRB (27.8%)	0.70	0.75	0.76	0.70	0.76	0.76	0.70	0.75	0.75
WRMC.BSRN (22.2%)	0.65	0.63	0.63	0.65	0.63	0.63	0.65	0.61	0.61
Radiation and Energy Cycle Summary	0.67	0.69	0.70	0.67	0.69	0.69	0.67	0.69	0.69
Surface Air Temperature	0.87	0.89	0.89	0.88	0.89	0.89	0.90	0.91	0.91
CRU (73.5%)	0.89	0.90	0.91	0.90	0.91	0.91	0.92	0.93	0.93
Fluxnet (26.5%)	0.82	0.84	0.84	0.83	0.84	0.84	0.84	0.85	0.85
Precipitation	0.73	0.76	0.76	0.73	0.76	0.76	0.73	0.76	0.76
CMAP (29.0%)	0.74	0.73	0.73	0.74	0.73	0.73	0.74	0.73	0.73
Fluxnet (13.0%)	0.60	0.61	0.61	0.60	0.61	0.61	0.60	0.61	0.61
GPCC (29.0%)	0.77	0.85	0.85	0.77	0.85	0.85	0.77	0.85	0.85
GPCP2 (29.0%)	0.74	0.75	0.75	0.74	0.75	0.75	0.74	0.75	0.75
Surface Relative Humidity	0.60	0.55	0.56	0.60	0.55	0.56	0.60	0.56	0.56
ERA (100.0%)	0.60	0.55	0.56	0.60	0.55	0.56	0.60	0.56	0.56
Surface Downward SW Radiation	0.80	0.83	0.83	0.80	0.83	0.83	0.80	0.83	0.83
CERES (27.8%)	0.83	0.85	0.85	0.83	0.85	0.85	0.83	0.85	0.85
Fluxnet (22.2%)	0.79	0.84	0.84	0.79	0.84	0.84	0.79	0.84	0.84
GEWEX.SRB (27.8%)	0.81	0.87	0.87	0.81	0.87	0.87	0.81	0.87	0.87
WRMC.BSRN (22.2%)	0.75	0.76	0.76	0.75	0.76	0.76	0.75	0.76	0.76
Surface Downward LW Radiation	0.74	0.81	0.81	0.74	0.81	0.81	0.74	0.81	0.81
CERES (35.7%)	0.76	0.81	0.81	0.76	0.81	0.81	0.76	0.81	0.81
GEWEX.SRB (35.7%)	0.76	0.86	0.86	0.76	0.86	0.86	0.76	0.86	0.86
WRMC.BSRN (28.6%)	0.68	0.75	0.75	0.68	0.75	0.75	0.70	0.75	0.75
Forcings Summary	0.74	0.74	0.75	0.74	0.74	0.75	0.74	0.75	0.75
Overall Summary	0.62	0.64	~	0.64	0.66	~	0.64	0.66	~

Relationship Scores

	CLM4.0_CRUNCEP	CLM4.0_GSWP3	CLM4.0SP_GSWP3	CLM4.5_CRUNCEP	CLM4.5_GSWP3	CLM4.5SP_GSWP3	CLM5.0_CRUNCEP	CLM5.0_GSWP3	CLM5.0SP_GSWP3
BurnedArea/GFED4S	0.45	0.45	~	0.53	0.58	~	0.61	0.66	~
Precipitation/GPCP2 (50.0%)	0.46	0.45	~	0.53	0.58	~	0.64	0.70	~
SurfaceAirTemperature/CRU (50.0%)	0.44	0.44	~	0.54	0.58	~	0.58	0.63	~
GrossPrimaryProductivity/GBAF	0.67	0.76	0.74	0.77	0.83	0.78	0.79	0.84	0.85
Evapotranspiration/GLEAM (20.0%)	0.75	0.79	0.79	0.79	0.82	0.83	0.86	0.88	0.93
Precipitation/GPCP2 (20.0%)	0.49	0.68	0.67	0.69	0.84	0.78	0.83	0.91	0.86
SurfaceDownwardSWRadiation/CERES (20.0%)	0.66	0.69	0.73	0.74	0.76	0.74	0.75	0.80	0.78
SurfaceNetSWRadiation/CERES (20.0%)	0.70	0.81	0.72	0.81	0.87	0.70	0.76	0.80	0.75
SurfaceAirTemperature/CRU (20.0%)	0.77	0.83	0.81	0.82	0.84	0.83	0.77	0.82	0.91
LeafAreaIndex/AVHRR	0.33	0.51	0.93	0.44	0.60	0.90	0.64	0.83	0.90
Precipitation/GPCP2 (100.0%)	0.33	0.51	0.93	0.44	0.60	0.90	0.64	0.83	0.90
LeafAreaIndex/MODIS	0.34	0.53	0.91	0.46	0.62	0.90	0.66	0.85	0.90
Precipitation/GPCP2 (100.0%)	0.34	0.53	0.91	0.46	0.62	0.90	0.66	0.85	0.90
Ecosystem and Carbon Cycle Summary	~	~	~	~	~	~	~	~	~
Evapotranspiration/GLEAM	0.65	0.74	0.81	0.75	0.86	0.88	0.74	0.90	0.86
Precipitation/GPCP2 (50.0%)	0.57	0.72	0.79	0.69	0.85	0.87	0.66	0.90	0.86
SurfaceAirTemperature/CRU (50.0%)	0.72	0.77	0.83	0.80	0.87	0.88	0.82	0.90	0.86
Evapotranspiration/MODIS	0.73	0.80	0.83	0.80	0.84	0.83	0.79	0.80	0.82
Precipitation/GPCP2 (50.0%)	0.73	0.88	0.93	0.84	0.93	0.91	0.82	0.88	0.91
SurfaceAirTemperature/CRU (50.0%)	0.72	0.72	0.73	0.76	0.75	0.75	0.75	0.73	0.73
Hydrology Cycle Summary	~	~	~	~	~	~	~	~	~
Radiation and Energy Cycle Summary (0.0%)	~	~	~	~	~	~	~	~	~
Forcings Summary (0.0%)	~	~	~	~	~	~	~	~	~
Overall Summary	~	~	~	~	~	~	~	~	~