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
CESM3_092H	[-]	75.5	76.1	67.7	71.9			8.04	14.3	2.08		0.569	0.688	0.669	0.991	0.721
CMIP6_001	[-]	75.2	75.7	67.7	74.9	35.0		7.79	15.0	2.66		0.576	0.636	0.569	0.990	0.681
LE2_001	[-]	75.2	75.7	67.7	74.6	35.0		7.79	15.3	2.96		0.567	0.635	0.514	0.989	0.668

	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
CESM3_092H	[-]	59.5	59.1	48.1	55.1			11.1	22.0	1.31		0.408	0.450	0.831	0.883	0.604
CMIP6_001	[-]	50.5	49.8	48.1	52.1	69.8		1.84	16.0	1.18		0.656	0.522	0.841	0.991	0.706
LE2_001	[-]	50.2	49.5	48.1	51.9	69.8		1.54	15.6	1.13		0.675	0.531	0.847	0.992	0.715

	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
CESM3_092H	[-]	55.6	55.0	48.5	60.9			6.12	16.1	1.08		0.551	0.628	0.874	0.986	0.734
CMIP6_001	[-]	59.4	58.5	48.5	67.4	57.4		9.86	19.6	1.09		0.438	0.579	0.859	0.982	0.687
LE2_001	[-]	59.6	58.6	48.5	68.0	57.4		10.0	19.7	1.05		0.427	0.579	0.865	0.985	0.687

	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
CESM3_092H	[-]	18.4	18.8	11.6	16.4			7.22	11.8	0.282		0.173	0.368	0.981	0.964	0.571
CMIP6_001	[-]	14.9	15.4	11.6	12.2			3.80	10.4	0.503		0.396	0.404	0.967	0.799	0.594
LE2_001	[-]	14.6	15.2	11.6	12.2			3.54	9.95	0.330		0.413	0.430	0.977	0.784	0.607

	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
CESM3_092H	[-]	97.9	96.4	98.8	100.			-1.69	12.1	1.77		0.658	0.790	0.733	0.695	0.733
CMIP6_001	[-]	96.1	93.7	98.8	99.8	126.		-3.91	12.8	2.47		0.645	0.774	0.597	0.863	0.730
LE2_001	[-]	95.4	93.2	98.8	98.9	126.		-4.41	13.2	2.39		0.634	0.766	0.628	0.872	0.733

	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
CESM3_092H	[-]	34.5	34.5	23.0	35.3			11.5	15.9	0.247		0.190	0.410	0.983	0.976	0.594
CMIP6_001	[-]	29.4	29.4	23.0	30.3			6.34	11.0	0.296		0.453	0.535	0.980	0.985	0.698
LE2_001	[-]	29.8	29.8	23.0	30.4			6.76	11.7	0.295		0.433	0.505	0.980	0.986	0.682

	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
CESM3_092H	[-]	37.2	35.8	25.0	52.4			11.1	18.2	0.737		0.388	0.414	0.929	0.976	0.624
CMIP6_001	[-]	34.0	32.9	25.0	46.8	44.0		8.05	16.7	0.773		0.445	0.446	0.925	0.968	0.646
LE2_001	[-]	34.5	33.4	25.0	46.7	44.0		8.53	17.4	0.850		0.422	0.423	0.916	0.965	0.630

	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
CESM3_092H	[-]	57.2	54.2	53.0	76.8			1.56	18.7	1.94		0.681	0.459	0.709	0.993	0.660
CMIP6_001	[-]	58.7	55.5	53.0	79.1	44.6		2.94	19.9	1.98		0.637	0.431	0.712	0.991	0.640
LE2_001	[-]	57.4	54.2	53.0	77.9	44.6		1.61	20.1	1.95		0.647	0.423	0.710	0.993	0.639

	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
CESM3_092H	[-]	20.3	21.3	12.8	16.3			8.38	13.6	0.0995		0.150	0.325	0.992	0.898	0.538
CMIP6_001	[-]	13.6	14.6	12.8	10.1	10.5		1.77	9.89	0.132		0.578	0.406	0.989	0.922	0.661
LE2_001	[-]	13.3	14.3	12.8	9.81	10.5		1.49	9.85	0.233		0.607	0.402	0.982	0.913	0.661

	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
CESM3_092H	[-]	40.9	39.3	26.3	53.9			13.3	19.2	1.07		0.332	0.557	0.886	0.967	0.660
CMIP6_001	[-]	39.2	37.4	26.3	53.6	72.7		11.4	17.6	0.978		0.366	0.561	0.906	0.972	0.673
LE2_001	[-]	35.1	33.2	26.3	51.2	72.7		7.21	15.1	1.04		0.495	0.559	0.893	0.977	0.697

	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
CESM3_092H	[-]	39.8	40.7	33.2	36.5			7.34	15.7	0.707		0.480	0.468	0.941	0.990	0.669
CMIP6_001	[-]	35.6	36.2	33.2	33.0	23.4		3.04	14.1	0.771		0.671	0.464	0.935	0.993	0.705
LE2_001	[-]	35.3	35.9	33.2	32.9	23.4		2.72	13.2	0.712		0.686	0.497	0.940	0.990	0.722

	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
CESM3_092H	[-]	39.9	43.9	36.4	24.2			7.65	17.3	1.19		0.437	0.493	0.843	0.971	0.647
CMIP6_001	[-]	37.2	41.1	36.4	21.9	41.8		4.96	15.2	1.28		0.539	0.530	0.829	0.983	0.682
LE2_001	[-]	37.1	41.0	36.4	21.9	41.8		4.81	15.3	1.28		0.538	0.524	0.828	0.983	0.679

	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
CESM3_092H	[-]	13.0	12.8	5.96	19.8			6.92	11.0	1.80		0.603	0.660	0.736	0.836	0.699
CMIP6_001	[-]	10.1	9.80	5.96	18.3	8.39		3.92	8.77	2.11		0.750	0.688	0.678	0.876	0.736
LE2_001	[-]	10.1	9.78	5.96	17.9	8.39		3.90	8.69	1.98		0.745	0.692	0.699	0.900	0.746

	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
CESM3_092H	[-]	20.5	22.3	12.8	16.4			9.16	15.1	0.329		0.186	0.304	0.975	0.905	0.535
CMIP6_001	[-]	15.3	17.1	12.8	11.7	7.13		4.22	10.6	0.576		0.460	0.448	0.956	0.965	0.655
LE2_001	[-]	15.4	17.2	12.8	11.6	7.13		4.37	11.0	0.621		0.461	0.424	0.952	0.957	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	[-]	50.5
CESM3_092H	[-]	63.6	62.0	50.5	68.7			11.9	21.7	1.51		0.387	0.551	0.797	0.952	0.647
CMIP6_001	[-]	60.7	60.1	50.5	63.7	31.4		10.5	22.1	1.72		0.384	0.504	0.761	0.980	0.627
LE2_001	[-]	62.2	61.6	50.5	64.9	31.4		12.1	23.0	1.74		0.355	0.486	0.761	0.981	0.614

	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
CESM3_092H	[-]	57.1	56.6	54.7	62.3			2.24	16.9	0.806		0.570	0.407	0.925	0.993	0.660
CMIP6_001	[-]	51.5	50.7	54.7	58.6			-3.52	16.7	0.828		0.541	0.426	0.921	0.992	0.661
LE2_001	[-]	52.0	51.3	54.7	58.7			-3.00	17.1	0.775		0.548	0.407	0.926	0.992	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	[-]	25.7
CESM3_092H	[-]	39.7	39.0	25.7	43.9			13.3	18.5	0.350		0.169	0.391	0.975	0.988	0.583
CMIP6_001	[-]	32.5	32.0	25.7	35.8			6.24	12.7	0.364		0.497	0.506	0.971	0.983	0.693
LE2_001	[-]	32.8	32.3	25.7	35.7			6.64	13.0	0.388		0.483	0.489	0.969	0.983	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	[-]	26.3
CESM3_092H	[-]	34.5	34.6	26.3	38.0			8.38	15.8	1.15		0.453	0.492	0.872	0.917	0.645
CMIP6_001	[-]	29.0	29.2	26.2	30.7	32.7		3.07	13.7	1.18		0.604	0.509	0.862	0.850	0.667
LE2_001	[-]	30.4	30.6	26.2	32.5	32.7		4.46	14.5	1.17		0.559	0.491	0.863	0.883	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	[-]	91.0
CESM3_092H	[-]	87.7	88.3	91.0	77.8			-3.05	26.5	2.75		0.535	0.395	0.556	0.757	0.528
CMIP6_001	[-]	94.5	94.6	91.1	92.8	78.2		3.50	20.6	2.55		0.593	0.526	0.589	0.934	0.634
LE2_001	[-]	94.9	95.0	91.1	94.2	78.2		3.88	20.8	2.63		0.587	0.522	0.578	0.940	0.630

	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
CESM3_092H	[-]	65.4	65.2	66.6	66.5			-1.29	18.9	1.31		0.603	0.532	0.842	0.962	0.694
CMIP6_001	[-]	60.0	59.8	66.6	64.5			-6.63	19.0	1.34		0.529	0.562	0.838	0.987	0.696
LE2_001	[-]	59.3	59.0	66.6	64.6			-7.42	19.6	1.36		0.492	0.560	0.828	0.985	0.685

	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
CESM3_092H	[-]	43.6	44.0	22.4	38.3			21.2	25.7	1.59		0.151	0.456	0.788	0.937	0.557
CMIP6_001	[-]	37.1	37.5	22.4	31.3	10.7		14.7	20.9	1.70		0.301	0.466	0.766	0.932	0.586
LE2_001	[-]	38.0	38.4	22.4	32.1	10.7		15.5	21.1	1.64		0.262	0.483	0.771	0.941	0.588

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