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
271	[-]	38.4	38.3	40.1	35.4			-1.81	14.0	2.06		0.693	0.521	0.688	0.993	0.683
330	[-]	40.1	39.8	40.1	37.3			-0.313	13.8	2.13		0.728	0.519	0.676	0.994	0.687
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

	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
271	[-]	47.7	47.9	50.4	49.6			-2.49	15.7	1.54		0.635	0.453	0.808	0.976	0.665
330	[-]	47.0	47.3	50.4	49.9			-3.16	15.9	1.50		0.623	0.451	0.817	0.966	0.661
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

	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
271	[-]	59.9	60.2	55.9	56.8			4.45	15.6	1.05		0.526	0.522	0.867	0.970	0.681
330	[-]	58.4	58.7	55.9	55.9			2.92	15.3	0.993		0.552	0.510	0.879	0.949	0.680
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

	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
271	[-]	6.84	7.08	4.01	5.63			3.12	14.2	0.923		0.740	0.463	0.928	0.871	0.693
330	[-]	7.10	7.24	4.01	6.39			3.30	14.1	0.837		0.739	0.471	0.936	0.876	0.699
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

	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
271	[-]	27.9	26.8	13.9	29.3			12.9	16.0	2.06		0.346	0.655	0.692	0.911	0.652
330	[-]	28.3	27.3	13.9	29.4			13.5	16.1	2.09		0.324	0.684	0.689	0.872	0.651
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

	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
271	[-]	12.9	12.8	10.5	15.1			2.35	11.5	0.916		0.745	0.542	0.912	0.942	0.736
330	[-]	12.2	12.0	10.5	14.5			1.59	9.69	0.889		0.778	0.618	0.912	0.937	0.773
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

	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
271	[-]	31.4	31.4	27.7	28.1			3.64	12.7	1.10		0.488	0.550	0.863	0.924	0.675
330	[-]	31.3	31.4	27.7	28.1			3.65	12.4	1.07		0.508	0.556	0.865	0.927	0.682
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

	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
271	[-]	38.1	38.6	36.8	35.1			1.89	16.5	1.54		0.647	0.444	0.810	0.979	0.665
330	[-]	38.6	39.0	36.8	36.3			2.29	15.6	1.52		0.616	0.485	0.815	0.948	0.670
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

	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
271	[-]	1.36	1.97	1.17	-1.12			0.770	13.4	1.00		0.828	0.474	0.922	0.817	0.703
330	[-]	1.59	2.29	1.17	-1.45			1.07	13.0	0.944		0.838	0.488	0.929	0.829	0.715
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

	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
271	[-]	64.5	66.0	65.3	52.4			0.363	12.3	0.676		0.636	0.550	0.940	0.956	0.726
330	[-]	64.6	66.1	65.3	52.5			0.459	12.9	0.704		0.621	0.535	0.943	0.942	0.715
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

	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
271	[-]	20.7	20.5	11.6	21.7			9.13	15.6	0.504		0.343	0.446	0.961	0.951	0.629
330	[-]	20.6	20.5	11.6	21.2			9.14	14.7	0.689		0.348	0.509	0.947	0.936	0.650
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

	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
271	[-]	30.9	37.9	34.8	3.73			3.16	14.4	1.10		0.540	0.534	0.872	0.982	0.692
330	[-]	30.6	37.6	34.8	3.81			2.80	13.8	1.10		0.555	0.550	0.873	0.984	0.702
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

	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
271	[-]	47.9	47.4	51.8	55.8			-4.14	12.3	1.15		0.480	0.643	0.868	0.965	0.720
330	[-]	48.0	47.6	51.8	55.4			-4.04	12.0	1.20		0.507	0.640	0.864	0.964	0.723
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

	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
271	[-]	4.60	4.99	7.56	3.53			-2.60	15.5	0.770		0.761	0.396	0.932	0.876	0.672
330	[-]	4.32	4.71	7.56	3.21			-2.87	14.0	0.748		0.764	0.458	0.929	0.901	0.702
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

	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
271	[-]	52.4	52.4	47.4	52.6			4.81	15.3	0.817		0.512	0.551	0.921	0.960	0.699
330	[-]	53.3	53.5	47.4	52.6			5.86	15.5	0.851		0.492	0.541	0.913	0.971	0.692
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

	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
271	[-]	32.6	32.6	21.1	32.2			11.6	15.3	1.20		0.246	0.574	0.861	0.771	0.605
330	[-]	33.2	33.2	21.1	32.5			12.1	15.7	1.17		0.205	0.566	0.863	0.834	0.606
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

	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
271	[-]	20.7	20.8	16.1	20.4			4.64	14.3	0.872		0.614	0.439	0.919	0.951	0.672
330	[-]	18.5	18.6	16.1	18.1			2.48	11.0	0.776		0.692	0.563	0.930	0.952	0.740
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

	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
271	[-]	44.7	44.7	39.8	47.9			5.09	12.5	0.759		0.567	0.513	0.932	0.989	0.703
330	[-]	45.3	45.4	39.8	47.3			5.72	12.3	0.690		0.543	0.526	0.941	0.984	0.704
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

	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
271	[-]	40.2	39.6	24.3	48.8			15.5	19.7	1.51		0.322	0.608	0.797	0.860	0.639
330	[-]	39.8	39.3	24.3	48.2			15.2	19.3	1.53		0.314	0.604	0.795	0.904	0.644
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

	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
271	[-]	55.6	55.6	44.4	54.4			11.2	17.1	0.913		0.409	0.596	0.906	0.919	0.685
330	[-]	51.8	51.9	44.4	50.2			7.44	14.0	0.889		0.549	0.614	0.910	0.992	0.736
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

	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
271	[-]	52.4	53.7	56.8	43.6			-2.74	17.4	0.540		0.417	0.346	0.951	0.964	0.605
330	[-]	51.5	52.7	56.8	43.2			-3.63	18.0	0.645		0.395	0.327	0.942	0.961	0.591
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

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:

2024-04-29: 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] 2024-04-29: 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