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	[-]	67.7
Control	[-]	70.0	70.5	67.7	66.2	35.0		2.62	15.7	2.11		0.556	0.648	0.679	0.989	0.704
Randomized	[-]	71.3	71.9	67.7	66.3	35.0		3.94	15.6	1.93		0.564	0.647	0.712	0.993	0.712

	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	[-]	48.1
Control	[-]	35.6	34.8	48.1	38.8	69.8		-13.3	23.9	1.30		0.392	0.415	0.837	0.971	0.606
Randomized	[-]	38.7	37.8	48.1	41.4	69.8		-10.2	20.8	1.31		0.450	0.464	0.836	0.976	0.638

	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	[-]	48.5
Control	[-]	43.5	41.9	48.5	58.9	57.4		-6.54	18.7	1.34		0.509	0.523	0.820	0.974	0.670
Randomized	[-]	44.5	42.8	48.5	59.7	57.4		-5.56	18.4	1.38		0.538	0.522	0.826	0.978	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	[-]	11.6
Control	[-]	7.00	7.99	11.6	2.27			-3.71	11.4	0.221		0.440	0.338	0.984	0.658	0.552
Randomized	[-]	9.54	10.8	11.6	3.37			-0.914	12.4	0.223		0.429	0.261	0.985	0.595	0.506

	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	[-]	98.8
Control	[-]	85.2	80.6	98.8	92.4	126.		-16.2	23.6	2.36		0.399	0.736	0.644	0.482	0.600
Randomized	[-]	88.6	84.2	98.8	95.4	126.		-12.5	21.5	2.31		0.464	0.736	0.638	0.481	0.611

	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	[-]	23.0
Control	[-]	17.4	17.4	23.0	16.6			-5.64	11.9	0.297		0.394	0.517	0.980	0.942	0.670
Randomized	[-]	18.3	18.3	23.0	17.1			-4.69	12.1	0.386		0.421	0.489	0.973	0.955	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	[-]	25.0
Control	[-]	26.3	25.0	25.0	40.0	44.0		0.122	13.2	0.854		0.605	0.516	0.910	0.955	0.700
Randomized	[-]	27.8	26.6	25.0	40.5	44.0		1.72	15.1	0.733		0.558	0.443	0.925	0.922	0.658

	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	[-]	53.0
Control	[-]	57.0	53.3	53.0	81.2	44.6		0.795	18.9	1.69		0.635	0.473	0.755	0.986	0.665
Randomized	[-]	58.3	54.6	53.0	82.4	44.6		2.13	19.0	1.64		0.632	0.472	0.765	0.986	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	[-]	12.8
Control	[-]	3.03	3.97	12.8	-0.688	10.5		-8.83	14.4	0.210		0.173	0.281	0.974	0.881	0.518
Randomized	[-]	3.75	4.86	12.8	-0.812	10.5		-7.94	13.8	0.247		0.267	0.308	0.974	0.838	0.539

	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	[-]	26.3
Control	[-]	28.2	25.6	26.3	49.6	72.7		-0.131	12.4	1.10		0.764	0.563	0.880	0.982	0.750
Randomized	[-]	29.8	27.2	26.3	51.3	72.7		1.46	12.9	1.15		0.724	0.557	0.870	0.973	0.736

	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	[-]	33.2
Control	[-]	27.7	27.6	33.2	28.1	23.4		-5.18	16.0	0.590		0.573	0.416	0.952	0.902	0.652
Randomized	[-]	27.2	27.2	33.2	27.5	23.4		-5.58	16.3	0.539		0.541	0.422	0.955	0.899	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	[-]	36.4
Control	[-]	29.5	32.4	36.4	18.2	41.8		-3.65	14.9	1.24		0.570	0.533	0.832	0.980	0.690
Randomized	[-]	30.9	34.0	36.4	18.6	41.8		-2.06	15.1	1.25		0.574	0.514	0.832	0.982	0.683

	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	[-]	5.96
Control	[-]	6.92	6.47	5.96	16.8	8.39		0.661	6.59	1.90		0.839	0.756	0.709	0.902	0.793
Randomized	[-]	8.10	7.65	5.96	18.0	8.39		1.85	7.51	2.03		0.811	0.729	0.687	0.863	0.764

	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	[-]	12.8
Control	[-]	7.20	8.73	12.8	4.07	7.13		-4.11	12.3	0.440		0.423	0.396	0.959	0.887	0.612
Randomized	[-]	7.99	9.50	12.8	4.96	7.13		-3.34	12.8	0.430		0.438	0.360	0.961	0.895	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	[-]	50.5
Control	[-]	52.5	48.4	50.5	64.2	31.4		-0.944	17.3	1.34		0.555	0.548	0.827	0.985	0.693
Randomized	[-]	53.4	49.1	50.5	66.1	31.4		-0.270	17.8	1.45		0.540	0.537	0.804	0.983	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	[-]	54.7
Control	[-]	44.0	43.6	54.7	47.9			-10.6	17.7	0.541		0.374	0.459	0.952	0.987	0.646
Randomized	[-]	44.2	43.7	54.7	48.3			-10.5	18.4	0.493		0.376	0.419	0.955	0.994	0.633

	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	[-]	25.7
Control	[-]	20.9	20.8	25.7	22.0			-4.96	13.8	0.370		0.526	0.470	0.971	0.917	0.671
Randomized	[-]	21.6	21.5	25.7	22.5			-4.27	14.5	0.333		0.547	0.421	0.975	0.937	0.660

	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	[-]	26.3
Control	[-]	24.7	25.1	26.2	23.6	32.7		-1.06	14.3	1.18		0.672	0.458	0.854	0.962	0.681
Randomized	[-]	25.7	26.1	26.2	25.1	32.7		-0.0971	15.8	1.15		0.632	0.404	0.860	0.942	0.649

	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	[-]	91.0
Control	[-]	86.0	85.4	91.1	98.3	78.2		-5.51	19.9	2.61		0.605	0.586	0.582	0.679	0.607
Randomized	[-]	88.6	87.9	91.1	99.8	78.2		-2.94	19.9	2.78		0.631	0.566	0.549	0.702	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	[-]	66.6
Control	[-]	56.4	55.7	66.6	63.9			-10.5	20.4	1.44		0.486	0.540	0.807	0.975	0.669
Randomized	[-]	61.2	60.8	66.6	66.0			-5.55	17.5	1.34		0.602	0.572	0.832	0.978	0.711

	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	[-]	22.4
Control	[-]	23.2	23.6	22.4	18.8	10.7		0.777	18.3	1.93		0.482	0.451	0.706	0.923	0.602
Randomized	[-]	25.3	25.7	22.4	19.5	10.7		2.75	17.9	1.88		0.479	0.483	0.724	0.927	0.619

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