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	[-]	108.
Control	[-]	99.6	98.5	108.	111.	76.3		-9.48	19.5	2.86		0.381	0.528	0.523	0.989	0.590
Randomized	[-]	103.	102.	108.	111.	76.3		-6.10	19.2	2.79		0.438	0.477	0.533	0.974	0.580

	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	[-]	98.5
Control	[-]	67.5	66.4	98.5	85.1	100.		-32.0	35.9	1.45		0.0678	0.472	0.803	0.944	0.552
Randomized	[-]	70.9	69.9	98.5	87.5	100.		-28.5	33.0	1.90		0.0804	0.460	0.712	0.956	0.534

	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	[-]	105.
Control	[-]	84.9	82.9	105.	105.	121.		-22.0	27.4	1.73		0.143	0.491	0.734	0.973	0.566
Randomized	[-]	87.7	85.7	105.	107.	121.		-19.2	25.5	1.64		0.184	0.484	0.763	0.963	0.575

	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	[-]	20.1
Control	[-]	2.21	3.68	20.1	-4.83			-16.5	21.9	0.545		0.178	0.439	0.964	0.687	0.541
Randomized	[-]	5.80	7.62	20.1	-2.95			-12.6	20.2	0.472		0.329	0.395	0.969	0.777	0.573

	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	[-]	112.
Control	[-]	112.	105.	112.	123.	142.		-4.31	25.2	2.59		0.386	0.633	0.589	0.296	0.507
Randomized	[-]	117.	110.	112.	128.	142.		0.477	25.3	2.47		0.383	0.629	0.588	0.297	0.505

	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	[-]	37.0
Control	[-]	19.6	19.4	37.0	21.0			-17.5	24.7	0.366		0.136	0.335	0.976	0.729	0.502
Randomized	[-]	21.1	20.9	37.0	22.4			-15.9	25.0	0.460		0.155	0.245	0.969	0.797	0.483

	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	[-]	54.8
Control	[-]	45.2	43.6	54.8	59.0	59.7		-11.0	22.5	0.493		0.373	0.284	0.959	0.958	0.572
Randomized	[-]	46.0	44.5	54.8	59.5	59.7		-10.2	23.7	0.428		0.403	0.212	0.966	0.969	0.553

	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	[-]	90.0
Control	[-]	79.2	74.5	90.0	109.	75.7		-14.7	26.1	2.04		0.271	0.328	0.691	0.900	0.504
Randomized	[-]	80.6	75.7	90.0	111.	75.7		-13.4	25.5	1.94		0.322	0.314	0.715	0.894	0.512

	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	[-]	18.4
Control	[-]	-5.09	-3.39	18.4	-11.9	16.8		-21.8	25.2	0.376		0.0352	0.490	0.975	0.375	0.473
Randomized	[-]	-4.36	-2.44	18.4	-12.2	16.8		-20.8	24.5	0.406		0.0578	0.484	0.973	0.449	0.490

	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	[-]	91.7
Control	[-]	71.9	70.5	91.7	83.5	127.		-20.8	24.2	0.764		0.142	0.546	0.924	0.993	0.630
Randomized	[-]	73.1	71.7	91.7	85.0	127.		-19.7	23.1	0.831		0.166	0.556	0.920	0.991	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	[-]	44.4
Control	[-]	34.9	34.8	44.4	35.6	47.9		-8.91	23.1	0.355		0.389	0.172	0.976	0.925	0.527
Randomized	[-]	34.3	34.1	44.4	35.2	47.9		-9.60	23.4	0.414		0.354	0.168	0.972	0.931	0.518

	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	[-]	72.3
Control	[-]	48.0	54.9	72.3	20.9	87.0		-16.9	25.3	1.12		0.234	0.426	0.849	0.977	0.582
Randomized	[-]	49.4	56.6	72.3	21.5	87.0		-15.3	24.9	1.14		0.261	0.393	0.847	0.978	0.574

	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	[-]	57.6
Control	[-]	39.3	37.7	57.6	69.8	57.5		-19.3	24.9	0.927		0.274	0.663	0.900	0.687	0.637
Randomized	[-]	40.2	38.6	57.6	70.1	57.5		-18.4	24.5	0.863		0.288	0.652	0.911	0.684	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	[-]	23.5
Control	[-]	1.53	4.16	23.5	-3.90	15.4		-19.5	25.7	0.324		0.150	0.414	0.977	0.677	0.526
Randomized	[-]	2.81	5.40	23.5	-2.54	15.4		-18.3	24.8	0.290		0.165	0.392	0.980	0.738	0.533

	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	[-]	98.2
Control	[-]	86.8	81.0	98.2	104.	78.9		-15.2	25.1	1.76		0.223	0.456	0.752	0.866	0.551
Randomized	[-]	88.1	81.9	98.2	106.	78.9		-14.3	24.9	1.55		0.231	0.432	0.800	0.865	0.552

	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	[-]	75.4
Control	[-]	56.6	55.8	75.4	63.4			-18.9	28.4	0.342		0.0749	0.165	0.976	0.981	0.472
Randomized	[-]	57.1	56.2	75.4	64.2			-18.4	29.7	0.387		0.0935	0.112	0.973	0.967	0.451

	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	[-]	44.3
Control	[-]	26.7	26.4	44.3	28.6			-18.0	25.7	0.291		0.121	0.303	0.980	0.921	0.526
Randomized	[-]	28.3	28.0	44.3	29.8			-16.4	25.9	0.357		0.149	0.226	0.976	0.948	0.505

	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	[-]	48.6	48.6	66.6	56.5	66.2		-17.8	22.1	0.445		0.121	0.500	0.962	0.994	0.615
Randomized	[-]	48.6	48.6	66.6	56.5	66.2		-17.8	22.5	0.493		0.125	0.461	0.959	0.993	0.600

	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	[-]	116.
Control	[-]	109.	108.	116.	129.	107.		-7.93	26.1	2.90		0.437	0.302	0.525	0.746	0.462
Randomized	[-]	112.	111.	116.	132.	107.		-4.96	26.9	3.17		0.470	0.259	0.477	0.741	0.441

	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	[-]	111.
Control	[-]	89.8	89.4	111.	96.3			-21.9	27.6	1.91		0.154	0.481	0.705	0.875	0.539
Randomized	[-]	92.2	91.8	111.	97.9			-19.4	25.5	1.91		0.202	0.476	0.714	0.899	0.553

	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	[-]	80.4
Control	[-]	69.1	70.1	80.5	58.1	43.0		-11.0	22.0	0.775		0.287	0.483	0.912	0.905	0.614
Randomized	[-]	70.2	71.2	80.5	58.8	43.0		-9.89	21.9	0.862		0.303	0.455	0.907	0.907	0.605

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