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	[-]	67.3
Fullgrid	[-]	77.6	77.5	67.7	71.0	3.28		9.35	18.2	1.89		0.506	0.589	0.707	0.992	0.677
Sparsegrid	[-]	73.2	72.9	67.3	69.4	3.75		5.39	21.4	1.89		0.548	0.449	0.721	0.989	0.631

	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	[-]	47.9
Fullgrid	[-]	46.9	47.6	48.1	46.3			-0.477	19.6	0.969		0.496	0.452	0.875	0.951	0.645
Sparsegrid	[-]	45.8	46.0	47.9	47.9			-1.86	28.1	1.91		0.433	0.292	0.704	0.910	0.526

	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	[-]	47.0
Fullgrid	[-]	47.8	46.8	48.5	58.7	9.26		-1.65	16.7	1.06		0.563	0.599	0.860	0.980	0.720
Sparsegrid	[-]	46.8	45.4	47.0	52.7	8.06		-1.48	20.9	1.56		0.509	0.475	0.785	0.977	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	[-]	11.0
Fullgrid	[-]	15.0	15.4	11.6	13.2			3.81	9.54	0.366		0.452	0.434	0.975	0.981	0.655
Sparsegrid	[-]	15.2	15.6	11.0	14.7			4.67	11.1	0.371		0.361	0.355	0.974	0.899	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	[-]	97.7
Fullgrid	[-]	114.	115.	98.8	113.	107.		16.4	20.6	2.02		0.431	0.743	0.694	0.992	0.721
Sparsegrid	[-]	113.	118.	97.7	112.	109.		19.8	26.6	2.83		0.322	0.614	0.543	0.792	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	[-]	22.5
Fullgrid	[-]	24.2	24.3	23.0	23.2	7.98		1.30	10.8	0.640		0.672	0.432	0.955	0.965	0.691
Sparsegrid	[-]	23.8	23.8	22.5	25.0	7.98		1.36	12.1	0.585		0.639	0.361	0.959	0.964	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	[-]	24.9
Fullgrid	[-]	28.8	27.7	25.0	42.8	41.6		3.05	10.6	0.840		0.695	0.604	0.917	0.987	0.761
Sparsegrid	[-]	30.5	28.4	24.9	45.0	42.2		3.56	13.3	0.887		0.625	0.505	0.909	0.973	0.703

	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	[-]	51.5
Fullgrid	[-]	62.6	58.6	53.0	80.8			6.70	18.9	1.32		0.606	0.495	0.820	0.982	0.680
Sparsegrid	[-]	65.7	55.5	51.5	89.5			3.90	24.3	1.97		0.522	0.406	0.701	0.978	0.602

	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
Fullgrid	[-]	15.5	16.3	12.8	13.2			3.41	10.6	0.276		0.539	0.381	0.980	0.986	0.653
Sparsegrid	[-]	14.4	15.7	12.8	12.5			2.77	10.5	0.290		0.556	0.376	0.979	0.977	0.653

	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	[-]	26.2
Fullgrid	[-]	32.4	29.7	26.3	50.5	14.1		4.22	12.2	0.988		0.671	0.607	0.890	0.984	0.752
Sparsegrid	[-]	35.4	30.2	26.2	51.4	15.4		4.11	17.8	1.71		0.546	0.445	0.766	0.972	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	[-]	32.7
Fullgrid	[-]	35.0	36.2	33.2	32.3			2.89	12.0	0.553		0.709	0.539	0.954	0.993	0.747
Sparsegrid	[-]	33.5	34.9	32.7	31.8			2.18	14.0	0.769		0.652	0.471	0.926	0.976	0.699

	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	[-]	36.1
Fullgrid	[-]	35.5	39.0	36.4	22.2	45.9		3.12	13.2	1.10		0.627	0.576	0.860	0.987	0.725
Sparsegrid	[-]	40.7	38.7	36.1	45.9	46.4		2.65	17.1	1.48		0.568	0.469	0.793	0.981	0.656

	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	[-]	5.94
Fullgrid	[-]	10.4	9.42	5.96	19.0			3.76	7.64	1.58		0.767	0.740	0.766	0.820	0.767
Sparsegrid	[-]	10.4	9.47	5.94	15.2			3.61	9.19	1.87		0.736	0.685	0.719	0.741	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	[-]	12.9
Fullgrid	[-]	17.3	18.7	12.8	14.3	15.0		5.87	12.6	0.527		0.328	0.367	0.960	0.956	0.596
Sparsegrid	[-]	16.1	18.1	12.9	13.4	14.6		5.30	13.0	0.575		0.358	0.340	0.950	0.955	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	[-]	51.4
Fullgrid	[-]	61.9	55.6	50.5	76.4	70.1		7.92	18.6	1.16		0.518	0.562	0.868	0.911	0.684
Sparsegrid	[-]	65.3	56.9	51.4	72.8	70.9		5.55	33.4	3.53		0.485	0.207	0.396	0.892	0.437

	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
Fullgrid	[-]	52.0	51.4	54.7	53.2			-2.94	11.9	0.805		0.704	0.575	0.929	0.915	0.739
Sparsegrid	[-]	51.9	50.2	54.8	57.1			-4.55	15.8	1.11		0.638	0.447	0.879	0.979	0.678

	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	[-]	25.4
Fullgrid	[-]	30.7	30.1	25.7	33.1			4.38	10.7	0.512		0.613	0.552	0.960	0.924	0.720
Sparsegrid	[-]	31.5	30.5	25.4	33.8			5.02	12.3	0.671		0.543	0.500	0.943	0.987	0.695

	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	[-]	26.8
Fullgrid	[-]	26.2	26.0	26.3	29.3	19.3		-0.0950	10.6	0.895		0.736	0.597	0.906	0.987	0.764
Sparsegrid	[-]	28.0	27.8	26.8	37.2	23.0		1.08	17.9	1.83		0.600	0.398	0.731	0.905	0.606

	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	[-]	90.6
Fullgrid	[-]	96.6	96.5	91.0	93.3	84.7		5.22	18.7	2.07		0.559	0.631	0.687	0.848	0.671
Sparsegrid	[-]	94.1	94.3	90.6	89.0	84.9		3.69	23.6	2.52		0.502	0.521	0.609	0.718	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	[-]	67.4
Fullgrid	[-]	65.8	65.6	66.6	65.3			-0.965	13.7	1.32		0.709	0.644	0.830	0.992	0.764
Sparsegrid	[-]	64.7	64.0	67.4	66.9			-3.33	21.7	1.76		0.563	0.495	0.745	0.931	0.646

	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	[-]	22.7
Fullgrid	[-]	28.1	28.1	22.4	25.9	41.6		5.42	16.4	1.53		0.483	0.555	0.788	0.861	0.648
Sparsegrid	[-]	30.6	30.6	22.7	25.1	40.4		8.18	24.0	2.30		0.431	0.351	0.642	0.840	0.523

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