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
CLM50	[-]	44.1	43.5	40.1	47.4	41.3		3.74	15.2	2.18		0.521	0.576	0.670	0.939	0.656
CTSM51	[-]	40.5	40.0	40.1	47.1	41.3		0.301	14.0	2.02		0.606	0.587	0.701	0.976	0.692
DeadVeg	[-]	40.0	39.5	40.1	42.9	41.3		-0.332	17.8	2.63		0.596	0.443	0.577	0.988	0.609

	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
CLM50	[-]	50.9	51.0	50.5	55.4	30.9		0.438	17.3	1.52		0.578	0.421	0.809	0.982	0.642
CTSM51	[-]	53.4	53.5	50.5	58.3	30.9		2.97	18.1	1.55		0.572	0.390	0.803	0.985	0.628
DeadVeg	[-]	51.4	51.6	50.5	56.8	30.9		1.06	25.1	2.54		0.422	0.232	0.611	0.915	0.482

	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
CLM50	[-]	54.9	54.8	55.9	56.0	63.1		-1.01	16.6	0.864		0.522	0.490	0.896	0.969	0.673
CTSM51	[-]	56.4	56.3	55.9	57.4	63.1		0.521	16.5	0.808		0.511	0.503	0.906	0.974	0.679
DeadVeg	[-]	55.5	55.6	55.9	55.2	63.1		-0.247	20.4	1.66		0.472	0.347	0.766	0.905	0.567

	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
CLM50	[-]	14.6	15.9	4.01	8.39			11.9	18.1	0.421		0.315	0.487	0.962	0.672	0.585
CTSM51	[-]	13.2	14.3	4.01	8.12			10.3	18.7	0.578		0.387	0.402	0.945	0.724	0.572
DeadVeg	[-]	9.49	10.1	4.01	6.63			6.08	12.6	0.293		0.618	0.583	0.980	0.887	0.730

	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
CLM50	[-]	29.1	26.3	13.9	33.1	16.9		12.8	16.0	1.46		0.382	0.673	0.792	0.775	0.659
CTSM51	[-]	22.9	18.9	13.9	28.6	16.9		5.72	12.0	1.53		0.589	0.678	0.781	0.691	0.683
DeadVeg	[-]	35.3	33.1	13.9	38.2	16.9		19.1	22.6	2.40		0.169	0.574	0.634	0.735	0.537

	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
CLM50	[-]	20.9	21.0	10.5	20.2			10.6	15.5	0.686		0.358	0.550	0.939	0.862	0.652
CTSM51	[-]	21.2	21.3	10.5	20.1			10.9	15.0	0.745		0.333	0.594	0.934	0.889	0.669
DeadVeg	[-]	18.5	18.6	10.5	17.3			8.11	14.9	0.741		0.433	0.541	0.930	0.907	0.671

	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
CLM50	[-]	34.1	34.2	27.7	31.8	15.7		6.54	12.4	1.01		0.473	0.599	0.884	0.975	0.706
CTSM51	[-]	34.5	34.6	27.7	31.7	15.7		6.97	12.6	1.02		0.450	0.604	0.884	0.978	0.704
DeadVeg	[-]	33.3	33.4	27.7	30.5	15.7		5.72	14.7	1.08		0.363	0.557	0.876	0.930	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	[-]	36.8
CLM50	[-]	36.3	35.9	36.8	37.7	31.7		-0.747	15.7	1.50		0.587	0.507	0.814	0.981	0.679
CTSM51	[-]	37.1	36.8	36.8	37.9	31.7		0.161	14.8	1.39		0.618	0.530	0.837	0.984	0.700
DeadVeg	[-]	38.6	38.4	36.8	39.2	31.7		1.59	14.8	1.35		0.642	0.516	0.836	0.983	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	[-]	1.17
CLM50	[-]	5.18	6.37	1.17	0.517	7.31		5.25	14.4	0.678		0.628	0.500	0.939	0.601	0.633
CTSM51	[-]	4.37	5.49	1.17	0.192	7.31		4.39	16.5	1.04		0.661	0.393	0.880	0.611	0.588
DeadVeg	[-]	2.07	3.06	1.17	-1.46	7.31		1.90	11.9	0.462		0.743	0.565	0.967	0.694	0.707

	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
CLM50	[-]	60.7	61.9	65.4	50.7	54.2		-3.59	12.4	0.577		0.587	0.562	0.950	0.995	0.731
CTSM51	[-]	59.8	60.9	65.4	51.1	54.2		-4.64	13.2	0.620		0.576	0.530	0.947	0.997	0.716
DeadVeg	[-]	65.5	66.5	65.4	56.6	54.2		0.897	15.5	0.614		0.626	0.397	0.946	0.996	0.672

	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
CLM50	[-]	19.1	18.4	11.6	22.1	26.2		7.23	13.3	0.971		0.487	0.518	0.908	0.950	0.676
CTSM51	[-]	19.9	19.4	11.6	22.4	26.2		8.21	13.3	0.990		0.429	0.554	0.907	0.953	0.679
DeadVeg	[-]	26.5	27.1	11.6	23.9	26.2		15.5	19.5	0.718		0.116	0.480	0.945	0.906	0.585

	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
CLM50	[-]	30.0	37.0	34.8	3.30	45.3		2.24	14.9	1.07		0.492	0.555	0.872	0.961	0.687
CTSM51	[-]	29.6	36.5	34.8	3.08	45.3		1.79	14.8	1.08		0.500	0.552	0.873	0.964	0.688
DeadVeg	[-]	27.1	36.8	34.8	-10.1	45.3		2.03	16.7	1.26		0.460	0.486	0.838	0.958	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	[-]	51.8
CLM50	[-]	44.5	43.5	51.8	59.8	49.2		-7.92	16.1	1.19		0.341	0.653	0.858	0.929	0.687
CTSM51	[-]	44.4	43.4	51.8	59.7	49.2		-8.03	16.0	1.23		0.343	0.653	0.854	0.934	0.687
DeadVeg	[-]	42.2	41.7	51.8	52.0	49.2		-9.84	16.8	1.38		0.322	0.553	0.827	0.979	0.647

	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
CLM50	[-]	8.88	10.4	7.56	5.56	9.55		2.79	16.1	0.772		0.652	0.430	0.925	0.611	0.610
CTSM51	[-]	8.71	10.1	7.56	5.61	9.55		2.59	17.4	0.930		0.650	0.369	0.905	0.602	0.579
DeadVeg	[-]	7.24	9.13	7.56	3.15	9.55		1.43	15.4	0.572		0.614	0.450	0.949	0.509	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	[-]	47.4
CLM50	[-]	49.0	49.0	47.4	49.7	47.6		1.67	16.9	0.947		0.442	0.522	0.883	0.980	0.670
CTSM51	[-]	47.1	46.8	47.4	48.5	47.6		-0.353	16.3	0.921		0.434	0.552	0.891	0.981	0.682
DeadVeg	[-]	48.3	47.4	47.4	50.9	47.6		0.493	19.7	1.12		0.402	0.437	0.875	0.867	0.604

	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
CLM50	[-]	28.6	28.4	21.1	29.7			7.29	12.1	1.18		0.486	0.607	0.860	0.958	0.703
CTSM51	[-]	27.6	27.3	21.1	28.4			6.30	11.3	1.20		0.539	0.608	0.858	0.987	0.720
DeadVeg	[-]	32.6	32.8	21.1	31.8			11.7	16.4	1.12		0.244	0.512	0.868	0.888	0.605

	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
CLM50	[-]	24.1	24.2	16.1	24.0			7.99	14.4	0.846		0.469	0.524	0.914	0.801	0.646
CTSM51	[-]	22.4	22.5	16.1	21.7			6.35	13.9	1.02		0.557	0.490	0.890	0.937	0.673
DeadVeg	[-]	25.8	26.1	16.1	24.8			9.87	15.3	0.797		0.373	0.516	0.927	0.859	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	[-]	39.8
CLM50	[-]	44.6	44.2	39.8	49.8	34.1		4.47	12.5	0.737		0.492	0.565	0.931	0.980	0.706
CTSM51	[-]	43.3	43.0	39.8	47.6	34.1		3.24	12.2	0.737		0.493	0.578	0.932	0.948	0.706
DeadVeg	[-]	39.1	39.1	39.8	39.9	34.1		-0.630	11.9	0.703		0.587	0.555	0.940	0.900	0.707

	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
CLM50	[-]	27.6	27.3	24.3	36.2	28.4		3.16	14.1	1.71		0.583	0.640	0.748	0.948	0.712
CTSM51	[-]	22.8	22.3	24.3	33.9	28.4		-1.83	12.6	1.51		0.659	0.654	0.784	0.906	0.731
DeadVeg	[-]	26.3	25.9	24.3	34.9	28.4		1.65	14.4	1.83		0.636	0.597	0.726	0.893	0.690

	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
CLM50	[-]	41.6	41.9	44.4	39.9			-2.60	13.7	0.961		0.672	0.544	0.889	0.987	0.727
CTSM51	[-]	42.4	42.6	44.4	41.7			-1.81	14.2	0.915		0.663	0.537	0.898	0.990	0.725
DeadVeg	[-]	43.3	43.5	44.4	41.9			-0.989	16.5	1.61		0.645	0.442	0.774	0.988	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	[-]	56.8
CLM50	[-]	62.0	62.7	56.9	54.6	33.0		5.47	21.7	0.775		0.324	0.398	0.925	0.796	0.568
CTSM51	[-]	59.8	60.5	56.9	52.8	33.0		3.22	23.0	0.761		0.246	0.363	0.925	0.784	0.536
DeadVeg	[-]	56.9	56.5	56.9	58.9	33.0		0.167	23.3	0.853		0.309	0.246	0.920	0.976	0.539

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