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
Control	[-]	29.6	28.0	40.1	44.3	41.3		-11.6	20.2	3.10		0.356	0.505	0.477	0.970	0.563
Randomized	[-]	31.4	30.1	40.1	44.8	41.3		-9.47	19.2	3.07		0.432	0.487	0.490	0.957	0.571

	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
Control	[-]	31.8	31.6	50.5	46.1	30.9		-18.8	29.7	2.13		0.180	0.282	0.695	0.811	0.450
Randomized	[-]	32.3	32.0	50.5	46.2	30.9		-18.4	28.9	2.19		0.181	0.293	0.685	0.876	0.466

	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
Control	[-]	41.4	41.0	55.9	45.8	63.1		-14.6	23.6	1.67		0.284	0.415	0.742	0.954	0.562
Randomized	[-]	43.2	42.9	55.9	47.2	63.1		-12.8	23.2	1.89		0.332	0.382	0.709	0.982	0.557

	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
Control	[-]	-8.52	-7.93	4.01	-11.4			-12.0	17.7	1.18		0.287	0.487	0.880	0.199	0.468
Randomized	[-]	-7.36	-6.67	4.01	-10.7			-10.7	16.3	0.880		0.355	0.516	0.915	0.212	0.503

	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
Control	[-]	27.2	24.6	13.9	30.6	16.9		11.3	16.7	2.41		0.420	0.669	0.613	0.346	0.544
Randomized	[-]	28.6	25.8	13.9	32.3	16.9		12.5	17.1	2.31		0.380	0.679	0.630	0.410	0.556

	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
Control	[-]	-1.93	-2.04	10.5	0.361			-12.4	18.8	1.42		0.244	0.418	0.841	0.503	0.485
Randomized	[-]	-1.38	-1.52	10.5	1.30			-11.9	18.8	1.29		0.272	0.398	0.862	0.527	0.492

	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
Control	[-]	17.5	17.2	27.7	18.1	15.7		-10.5	18.4	1.21		0.314	0.420	0.844	0.921	0.584
Randomized	[-]	16.7	16.3	27.7	18.2	15.7		-11.4	19.1	1.23		0.278	0.411	0.842	0.921	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	[-]	36.8
Control	[-]	21.9	20.9	36.8	27.7	31.7		-15.6	25.4	2.67		0.246	0.336	0.576	0.952	0.489
Randomized	[-]	22.0	20.8	36.8	28.7	31.7		-15.7	25.5	2.65		0.253	0.333	0.579	0.955	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	[-]	1.17
Control	[-]	-12.3	-11.7	1.17	-14.9	7.31		-12.9	19.5	1.33		0.229	0.409	0.873	0.425	0.469
Randomized	[-]	-12.2	-11.6	1.17	-15.1	7.31		-12.7	19.1	1.38		0.235	0.425	0.861	0.452	0.480

	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
Control	[-]	43.6	44.8	65.4	33.8	54.2		-20.8	24.8	0.483		0.0660	0.445	0.946	0.979	0.576
Randomized	[-]	43.2	44.4	65.4	33.6	54.2		-21.1	25.4	0.679		0.0579	0.417	0.937	0.974	0.561

	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	[-]	5.34	5.19	11.6	6.03	26.2		-6.11	15.1	0.733		0.515	0.410	0.938	0.900	0.635
Randomized	[-]	5.13	4.87	11.6	6.26	26.2		-6.43	15.2	0.748		0.501	0.414	0.935	0.897	0.632

	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
Control	[-]	17.3	21.2	34.8	1.85	45.3		-13.4	21.5	1.58		0.270	0.449	0.781	0.944	0.579
Randomized	[-]	17.3	21.3	34.8	2.04	45.3		-13.4	21.6	1.60		0.271	0.437	0.780	0.945	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	[-]	51.8
Control	[-]	32.1	30.9	51.8	52.7	49.2		-20.5	24.5	1.12		0.181	0.635	0.871	0.876	0.639
Randomized	[-]	31.8	30.7	51.8	51.8	49.2		-20.7	24.7	1.21		0.177	0.616	0.866	0.884	0.632

	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
Control	[-]	-9.58	-8.74	7.56	-11.3	9.55		-16.3	22.5	1.25		0.121	0.388	0.869	0.120	0.377
Randomized	[-]	-9.12	-8.27	7.56	-10.9	9.55		-15.8	22.1	1.30		0.127	0.388	0.863	0.127	0.379

	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
Control	[-]	34.3	32.6	47.4	39.3	47.6		-14.0	23.5	1.35		0.249	0.509	0.808	0.937	0.602
Randomized	[-]	34.7	32.9	47.4	39.7	47.6		-13.8	23.2	1.33		0.251	0.500	0.818	0.920	0.598

	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
Control	[-]	11.4	11.0	21.1	14.4			-9.89	17.9	1.48		0.324	0.367	0.798	0.771	0.525
Randomized	[-]	11.5	11.1	21.1	14.9			-9.82	18.3	1.44		0.325	0.346	0.812	0.747	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
Control	[-]	0.990	0.692	16.1	2.45			-15.4	20.2	1.37		0.128	0.454	0.845	0.582	0.492
Randomized	[-]	1.83	1.57	16.1	3.08			-14.6	19.8	1.59		0.156	0.434	0.800	0.644	0.494

	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
Control	[-]	22.0	21.6	39.8	30.9	34.1		-18.0	21.5	0.778		0.0837	0.499	0.928	0.970	0.596
Randomized	[-]	20.8	20.6	39.8	29.1	34.1		-19.1	22.7	0.830		0.0700	0.463	0.924	0.968	0.577

	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
Control	[-]	22.6	22.3	24.3	31.0	28.4		-1.85	17.8	3.28		0.592	0.494	0.452	0.859	0.578
Randomized	[-]	23.1	22.7	24.3	32.4	28.4		-1.46	17.8	2.95		0.603	0.478	0.517	0.892	0.594

	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	[-]	33.3	33.6	44.4	32.4			-10.8	21.4	2.26		0.407	0.412	0.639	0.978	0.570
Randomized	[-]	31.0	31.1	44.4	31.9			-13.3	22.9	2.46		0.360	0.391	0.608	0.975	0.545

	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
Control	[-]	45.2	45.7	56.9	38.7	33.0		-11.4	23.8	0.796		0.194	0.308	0.919	0.826	0.511
Randomized	[-]	44.3	44.9	56.9	38.6	33.0		-12.2	23.5	0.751		0.197	0.323	0.927	0.855	0.525

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