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
271	[-]	74.7	75.1	67.7	72.5			7.02	14.8	1.95		0.566	0.679	0.693	0.953	0.714
330	[-]	69.9	70.6	67.7	67.8			2.54	13.3	1.93		0.636	0.673	0.693	0.956	0.726
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

	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
271	[-]	58.0	57.5	48.1	57.5			9.52	21.5	1.34		0.431	0.427	0.826	0.925	0.607
330	[-]	57.4	57.0	48.1	56.0			8.99	21.5	1.30		0.438	0.424	0.832	0.942	0.612
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

	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
271	[-]	53.6	52.7	48.5	61.8			4.04	17.0	1.03		0.500	0.631	0.882	0.956	0.720
330	[-]	53.8	52.9	48.5	61.2			4.22	16.3	0.951		0.531	0.616	0.889	0.976	0.726
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

	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
271	[-]	14.4	14.5	11.6	13.9			2.95	8.51	0.416		0.547	0.491	0.972	0.957	0.692
330	[-]	14.5	14.6	11.6	14.0			3.07	8.13	0.304		0.550	0.519	0.979	0.948	0.703
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

	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
271	[-]	95.3	92.8	98.8	98.7			-5.02	13.9	1.73		0.607	0.756	0.747	0.930	0.759
330	[-]	89.1	86.0	98.8	93.5			-11.9	16.6	1.62		0.477	0.772	0.779	0.844	0.729
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

	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
271	[-]	29.2	29.1	23.0	30.3			6.09	11.3	0.261		0.436	0.512	0.982	0.944	0.677
330	[-]	31.2	31.1	23.0	32.6			8.11	12.3	0.220		0.349	0.503	0.985	0.991	0.666
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

	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
271	[-]	35.2	33.9	25.0	50.1			9.12	15.9	0.703		0.436	0.471	0.932	0.969	0.656
330	[-]	34.0	32.8	25.0	48.4			8.03	15.2	0.689		0.470	0.488	0.932	0.959	0.668
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

	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
271	[-]	57.1	53.9	53.0	76.9			1.34	17.3	1.68		0.656	0.510	0.771	0.982	0.686
330	[-]	55.3	52.4	53.0	73.4			-0.203	17.4	1.70		0.624	0.518	0.773	0.959	0.678
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

	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
271	[-]	14.3	15.2	12.8	10.9			2.24	9.21	0.118		0.614	0.452	0.990	0.969	0.695
330	[-]	15.0	15.9	12.8	11.8			2.98	9.12	0.110		0.585	0.466	0.991	0.944	0.691
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

	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
271	[-]	41.9	41.1	26.3	48.9			15.0	20.1	1.06		0.289	0.556	0.881	0.942	0.645
330	[-]	41.9	41.2	26.3	47.6			15.1	20.6	0.924		0.272	0.545	0.899	0.955	0.643
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

	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
271	[-]	37.1	37.5	33.2	35.6			4.35	12.2	0.621		0.654	0.556	0.949	0.980	0.739
330	[-]	37.6	37.8	33.2	36.8			4.71	12.3	0.681		0.622	0.566	0.943	0.981	0.735
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

	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
271	[-]	38.2	42.0	36.4	23.1			5.81	15.2	1.13		0.506	0.552	0.853	0.976	0.688
330	[-]	37.8	41.7	36.4	22.8			5.43	15.0	1.13		0.506	0.553	0.853	0.967	0.687
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

	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
271	[-]	12.3	11.9	5.96	20.1			6.14	9.65	1.77		0.639	0.698	0.735	0.866	0.727
330	[-]	12.0	11.6	5.96	20.4			5.84	9.35	1.89		0.657	0.703	0.711	0.847	0.724
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

	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
271	[-]	17.1	18.6	12.8	13.3			5.53	11.5	0.439		0.362	0.428	0.968	0.934	0.624
330	[-]	17.9	19.6	12.8	13.7			6.49	12.4	0.489		0.318	0.398	0.964	0.905	0.596
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

	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
271	[-]	66.7	64.3	50.5	74.0			14.5	21.7	1.27		0.337	0.572	0.842	0.965	0.657
330	[-]	63.7	61.3	50.5	71.3			11.5	19.9	1.37		0.401	0.572	0.826	0.964	0.667
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

	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
271	[-]	56.5	56.0	54.7	61.6			1.64	13.5	0.522		0.618	0.530	0.954	0.964	0.719
330	[-]	55.3	54.8	54.7	60.7			0.442	14.3	0.761		0.642	0.483	0.928	0.967	0.700
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

	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
271	[-]	34.1	33.1	25.7	39.8			7.43	12.5	0.339		0.439	0.546	0.975	0.960	0.693
330	[-]	37.6	36.8	25.7	42.3			11.1	15.1	0.404		0.237	0.526	0.969	0.992	0.650
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

	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
271	[-]	33.4	33.6	26.3	36.5			7.49	14.0	0.909		0.510	0.544	0.906	0.968	0.695
330	[-]	33.7	33.7	26.3	37.6			7.59	15.0	1.07		0.487	0.508	0.888	0.947	0.668
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

	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
271	[-]	89.2	89.6	91.0	85.0			-1.67	20.5	2.51		0.582	0.534	0.603	0.905	0.632
330	[-]	85.8	86.1	91.0	82.0			-5.17	18.4	2.26		0.651	0.575	0.641	0.982	0.685
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

	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
271	[-]	61.2	61.2	66.6	61.5			-5.31	16.6	1.29		0.605	0.603	0.846	0.991	0.730
330	[-]	63.8	63.7	66.6	64.6			-2.74	15.6	1.32		0.670	0.606	0.841	0.960	0.736
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

	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
271	[-]	41.3	41.7	22.4	36.3			18.8	23.6	1.48		0.183	0.496	0.806	0.949	0.586
330	[-]	40.8	41.2	22.4	36.0			18.3	23.2	1.45		0.189	0.495	0.814	0.951	0.589
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

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:

2024-04-29: 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] 2024-04-29: 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