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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	14.6	15.9	4.01	8.39			11.9	18.1	0.421		0.315	0.487	0.962	0.672	0.585
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	20.9	21.0	10.5	20.2			10.6	15.5	0.686		0.358	0.550	0.939	0.862	0.652
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	28.6	28.4	21.1	29.7			7.29	12.1	1.18		0.486	0.607	0.860	0.958	0.703
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
CLM5_GSWP3V1	[-]	24.1	24.2	16.1	24.0			7.99	14.4	0.846		0.469	0.524	0.914	0.801	0.646
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	41.6	41.9	44.4	39.9			-2.60	13.7	0.961		0.672	0.544	0.889	0.987	0.727
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
CLM5_GSWP3V1	[-]	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
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