Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	40.1
CESM3_092H	[-]	41.5	41.0	40.1	40.7			0.993	14.6	2.15		0.713	0.498	0.670	0.989	0.674
CMIP6_001	[-]	47.5	46.6	40.1	49.8	41.3		6.67	16.2	1.95		0.555	0.513	0.705	0.989	0.655
LE2_001	[-]	47.5	46.5	40.1	49.8	41.3		6.62	16.3	2.05		0.563	0.505	0.681	0.989	0.648

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	50.4
CESM3_092H	[-]	49.5	49.7	50.4	55.5			-0.607	16.8	1.66		0.645	0.408	0.789	0.944	0.639
CMIP6_001	[-]	53.3	53.5	50.5	59.6	30.9		3.08	17.2	1.44		0.580	0.431	0.825	0.935	0.641
LE2_001	[-]	53.4	53.6	50.5	59.6	30.9		3.22	17.1	1.54		0.584	0.432	0.807	0.934	0.637

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	55.9
CESM3_092H	[-]	60.5	60.6	55.9	60.5			4.93	16.6	1.03		0.510	0.488	0.877	0.921	0.657
CMIP6_001	[-]	58.2	58.3	55.9	57.7	63.1		2.58	17.5	0.910		0.487	0.468	0.896	0.892	0.642
LE2_001	[-]	57.9	58.1	55.9	57.5	63.1		2.33	17.5	0.928		0.487	0.467	0.898	0.902	0.644

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.01
CESM3_092H	[-]	5.74	5.47	4.01	7.06			1.55	11.8	0.612		0.800	0.554	0.956	0.805	0.734
CMIP6_001	[-]	8.31	8.70	4.01	6.57			4.76	12.9	0.553		0.696	0.538	0.954	0.907	0.726
LE2_001	[-]	8.08	8.48	4.01	6.31			4.54	13.5	0.774		0.703	0.507	0.930	0.890	0.707

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.9
CESM3_092H	[-]	30.5	28.6	13.9	32.9			14.9	17.3	1.90		0.260	0.671	0.723	0.905	0.646
CMIP6_001	[-]	33.9	31.9	13.9	36.5	16.9		18.1	20.3	1.72		0.155	0.658	0.753	0.953	0.635
LE2_001	[-]	33.9	31.7	13.9	36.9	16.9		17.9	20.2	1.71		0.158	0.647	0.765	0.962	0.636

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	10.5
CESM3_092H	[-]	12.4	12.2	10.5	15.0			1.74	11.7	1.17		0.661	0.558	0.872	0.913	0.713
CMIP6_001	[-]	19.4	19.4	10.5	19.5			9.04	14.6	0.775		0.415	0.537	0.931	0.949	0.674
LE2_001	[-]	19.1	19.1	10.5	18.9			8.71	14.3	0.740		0.429	0.535	0.934	0.952	0.677

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.7
CESM3_092H	[-]	33.2	33.4	27.7	28.8			5.65	13.4	1.15		0.447	0.533	0.852	0.932	0.660
CMIP6_001	[-]	35.2	35.3	27.7	32.3	15.7		7.59	15.2	1.11		0.375	0.479	0.871	0.906	0.622
LE2_001	[-]	34.9	34.9	27.7	32.6	15.7		7.21	14.8	1.06		0.389	0.490	0.878	0.929	0.635

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	36.8
CESM3_092H	[-]	41.5	41.8	36.8	39.6			5.11	18.0	1.70		0.604	0.396	0.784	0.988	0.634
CMIP6_001	[-]	43.3	43.2	36.8	44.3	31.7		6.58	19.7	1.81		0.546	0.362	0.763	0.984	0.603
LE2_001	[-]	44.7	44.5	36.8	45.9	31.7		7.86	20.6	1.79		0.504	0.347	0.772	0.974	0.589

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.17
CESM3_092H	[-]	2.99	3.29	1.17	2.04			2.13	10.8	0.567		0.787	0.595	0.956	0.612	0.709
CMIP6_001	[-]	3.67	4.61	1.17	0.0750	7.31		3.46	14.8	0.983		0.754	0.436	0.912	0.781	0.664
LE2_001	[-]	3.76	4.73	1.17	0.00871	7.31		3.57	14.6	1.04		0.748	0.449	0.902	0.782	0.666

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	65.3
CESM3_092H	[-]	64.6	66.7	65.3	47.3			1.07	13.4	0.600		0.559	0.547	0.948	0.844	0.689
CMIP6_001	[-]	67.6	69.0	65.4	55.5	54.2		3.40	13.1	0.545		0.603	0.533	0.948	0.946	0.713
LE2_001	[-]	69.5	71.0	65.4	56.5	54.2		5.43	13.9	0.793		0.541	0.536	0.923	0.922	0.692

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	11.6
CESM3_092H	[-]	23.4	23.1	11.6	25.0			11.8	17.8	0.647		0.269	0.414	0.953	0.921	0.594
CMIP6_001	[-]	26.3	26.2	11.6	26.7	26.2		15.0	20.1	0.905		0.140	0.385	0.912	0.892	0.543
LE2_001	[-]	26.3	26.2	11.6	26.7	26.2		15.0	20.2	0.886		0.144	0.389	0.926	0.868	0.543

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.8
CESM3_092H	[-]	32.4	39.6	34.8	4.49			4.82	15.1	1.15		0.505	0.527	0.863	0.979	0.680
CMIP6_001	[-]	34.3	42.1	34.8	4.24	45.3		7.34	16.4	1.13		0.437	0.501	0.866	0.980	0.657
LE2_001	[-]	34.3	42.1	34.8	4.30	45.3		7.39	16.5	1.15		0.434	0.502	0.865	0.980	0.657

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	51.8
CESM3_092H	[-]	50.5	50.0	51.8	58.8			-1.60	11.8	1.15		0.487	0.658	0.869	0.977	0.730
CMIP6_001	[-]	54.5	53.9	51.8	64.3	49.2		2.36	12.6	1.22		0.445	0.651	0.854	0.974	0.715
LE2_001	[-]	54.5	53.9	51.8	64.6	49.2		2.35	12.7	1.24		0.434	0.652	0.857	0.975	0.714

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.56
CESM3_092H	[-]	6.55	6.73	7.56	5.88			-0.834	12.4	0.584		0.804	0.520	0.952	0.914	0.742
CMIP6_001	[-]	6.76	7.84	7.56	4.43	9.55		0.253	15.6	1.02		0.766	0.398	0.890	0.831	0.657
LE2_001	[-]	6.60	7.58	7.56	4.50	9.55		-0.00205	15.3	0.931		0.768	0.408	0.905	0.833	0.664

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	47.4
CESM3_092H	[-]	57.2	56.2	47.4	60.1			8.95	19.7	0.965		0.376	0.468	0.891	0.913	0.623
CMIP6_001	[-]	61.7	60.0	47.4	66.5	47.6		12.8	21.5	1.14		0.377	0.431	0.875	0.961	0.615
LE2_001	[-]	60.8	59.0	47.4	65.8	47.6		11.7	21.4	1.25		0.403	0.413	0.849	0.956	0.607

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.1
CESM3_092H	[-]	35.0	34.9	21.1	34.9			13.9	18.3	1.71		0.152	0.485	0.760	0.696	0.516
CMIP6_001	[-]	37.9	37.8	21.1	38.1			16.8	21.2	1.46		0.0554	0.444	0.813	0.816	0.515
LE2_001	[-]	37.2	37.2	21.1	37.4			16.2	20.9	1.57		0.0740	0.426	0.796	0.799	0.504

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.1
CESM3_092H	[-]	19.8	19.8	16.1	20.1			3.74	10.8	0.818		0.641	0.592	0.919	0.948	0.738
CMIP6_001	[-]	26.9	26.7	16.1	27.8			10.5	15.9	1.14		0.355	0.518	0.876	0.774	0.608
LE2_001	[-]	26.7	26.4	16.1	27.6			10.2	15.5	0.906		0.377	0.531	0.901	0.750	0.618

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	39.8
CESM3_092H	[-]	45.7	45.9	39.8	47.8			6.19	12.4	0.812		0.479	0.551	0.922	0.955	0.692
CMIP6_001	[-]	47.7	47.8	39.8	52.2	34.1		8.13	14.3	0.900		0.415	0.493	0.904	0.982	0.657
LE2_001	[-]	46.7	46.8	39.8	51.1	34.1		7.13	13.7	0.882		0.464	0.505	0.910	0.982	0.673

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.3
CESM3_092H	[-]	46.9	46.1	24.3	58.5			22.1	26.4	1.53		0.174	0.502	0.795	0.704	0.535
CMIP6_001	[-]	43.1	42.6	24.3	52.7	28.4		18.5	23.8	1.49		0.196	0.505	0.801	0.930	0.588
LE2_001	[-]	43.6	43.2	24.3	52.0	28.4		19.0	24.4	1.50		0.180	0.495	0.793	0.946	0.582

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	44.4
CESM3_092H	[-]	53.6	53.8	44.4	51.1			9.40	17.0	1.03		0.469	0.549	0.890	0.971	0.686
CMIP6_001	[-]	55.1	55.1	44.4	54.2			10.7	17.2	0.972		0.440	0.560	0.892	0.950	0.680
LE2_001	[-]	55.7	55.8	44.4	53.8			11.3	17.9	1.01		0.401	0.557	0.887	0.948	0.670

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	56.8
CESM3_092H	[-]	51.4	52.9	56.8	42.1			-3.56	18.9	0.728		0.334	0.318	0.934	0.936	0.568
CMIP6_001	[-]	61.0	61.6	56.9	56.1	33.0		4.66	18.0	0.833		0.405	0.354	0.921	0.972	0.601
LE2_001	[-]	60.1	60.6	56.9	55.8	33.0		3.73	16.8	0.620		0.421	0.401	0.941	0.976	0.628

Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Global - Land Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  Title:

Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1

  Version:

1.1

  Institution:

University of New South Wales

  Source:

Ground Heat Flux (GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR), Sensible Heat Flux(GLDAS, MERRALND, MERRAFLX, NCEP_DOII, NCEP_NCAR, MPIBGC, Princeton), Latent Heat Flux(DOLCE1.0), Net Radiation (GLDAS, MERRALND, NCEP_DOII, NCEP_NCAR, ERAI, EBAF4.0), Precipitation(REGEN1.1), Runoff(LORA1.0), Change in Water storage(GRACE(GFZ, JPL, CSR))

  History:

2020-01-30: downloaded source from [http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2003.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2004.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2005.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2006.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2007.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2008.nc,http://dapds00.nci.org.au/thredds/fileServer/ks32/ARCCSS_Data/CLASS/v1-1/CLASS_v1-1_2009.nc] 2020-01-30: converted to ILAMB netCDF4 with https://github.com/rubisco-sfa/ILAMB-Data/blob/master/CLASS/CLASS_to_ILAMB.py

  References:

Sanaa Hobeichi (2019), Conserving Land-Atmosphere Synthesis Suite (CLASS) v1.1, doi:10.25914/5c872258dc183

Hobeichi, Sanaa and Abramowitz, Gab and Evans, Jason (2020), Conserving Land–Atmosphere Synthesis Suite (CLASS), Journal of Climate, 5, doi:10.1175/JCLI-D-19-0036.1