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	[-]	0.518
271	[-]	0.0807	0.0805	0.518	0.0876			-0.441	1.27	1.60		0.551	0.329	0.756	0.0154	0.396
330	[-]	0.0784	0.0773	0.518	0.0850			-0.444	1.22	1.52		0.555	0.352	0.768	0.0103	0.407
CMIP6_001	[-]	0.0424	0.0418	0.519	0.0690	-0.0277		-0.479	1.32	1.67		0.546	0.285	0.742	0.0124	0.374

	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	[-]	-0.0251
271	[-]	0.0915	0.0919	-0.0251	0.0732			0.119	1.82	1.08		0.746	0.257	0.860	0.0166	0.427
330	[-]	0.0903	0.0911	-0.0251	0.0744			0.119	1.75	1.03		0.738	0.271	0.865	0.0189	0.433
CMIP6_001	[-]	0.0932	0.0940	-0.0250	0.0764	-0.385		0.122	2.04	1.13		0.737	0.221	0.856	0.0311	0.413

	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	[-]	0.826
271	[-]	0.0633	0.0629	0.826	0.0675			-0.759	2.10	2.51		0.604	0.276	0.596	0.0249	0.355
330	[-]	0.0819	0.0820	0.826	0.0816			-0.740	2.06	2.40		0.608	0.283	0.613	0.0260	0.363
CMIP6_001	[-]	0.0351	0.0328	0.826	0.0583	0.429		-0.789	2.54	2.39		0.594	0.202	0.609	0.0417	0.330

	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	[-]	4.49
271	[-]	0.145	0.143	4.49	0.163			-4.35	9.13	0.128		0.625	0.427	0.991	0.0401	0.502
330	[-]	0.144	0.164	4.49	0.0486			-4.33	8.82	0.140		0.626	0.439	0.990	0.0488	0.509
CMIP6_001	[-]	0.202	0.184	4.49	0.282			-4.31	9.04	0.390		0.629	0.422	0.972	0.0714	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	[-]	-0.592
271	[-]	0.0230	0.00819	-0.592	0.0431			0.604	0.928	1.76		0.299	0.438	0.754	0.00549	0.387
330	[-]	0.0341	0.0227	-0.592	0.0495			0.618	0.898	1.86		0.296	0.458	0.741	0.00248	0.391
CMIP6_001	[-]	0.0242	0.00825	-0.592	0.0471	-1.24		0.604	0.864	1.92		0.295	0.462	0.729	0.00421	0.391

	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	[-]	3.47
271	[-]	0.196	0.191	3.47	0.255			-3.28	8.77	0.359		0.664	0.368	0.974	0.0639	0.488
330	[-]	0.134	0.130	3.47	0.157			-3.34	8.76	0.307		0.659	0.368	0.978	0.0508	0.484
CMIP6_001	[-]	0.309	0.313	3.47	0.247			-3.16	7.41	0.493		0.676	0.433	0.964	0.0544	0.512

	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	[-]	2.09
271	[-]	0.198	0.197	2.09	0.200			-1.90	6.08	1.06		0.798	0.487	0.886	0.00324	0.532
330	[-]	0.150	0.149	2.09	0.164			-1.95	6.44	1.05		0.796	0.456	0.892	0.00441	0.521
CMIP6_001	[-]	0.180	0.176	2.09	0.231	-0.0567		-1.92	6.29	1.13		0.797	0.465	0.869	0.0115	0.521

	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	[-]	0.215
271	[-]	0.0150	0.0174	0.215	-0.00964			-0.190	3.00	0.723		0.791	0.324	0.920	0.0300	0.478
330	[-]	0.0374	0.0360	0.215	0.0342			-0.171	3.00	0.712		0.780	0.334	0.917	0.0151	0.476
CMIP6_001	[-]	-0.0191	-0.0244	0.215	0.00627	-0.610		-0.230	3.02	0.857		0.800	0.320	0.919	0.0351	0.479

	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	[-]	4.41
271	[-]	0.288	0.309	4.41	0.181			-4.10	10.4	0.265		0.611	0.322	0.982	0.113	0.470
330	[-]	0.118	0.113	4.41	0.140			-4.29	11.0	0.273		0.598	0.301	0.981	0.0843	0.453
CMIP6_001	[-]	0.230	0.219	4.41	0.285	-0.935		-4.19	9.54	0.301		0.606	0.361	0.979	0.0502	0.471

	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	[-]	0.0616
271	[-]	0.0382	0.0401	0.0616	0.0235			-0.0207	2.59	0.641		0.930	0.337	0.954	0.0600	0.524
330	[-]	0.0599	0.0623	0.0616	0.0419			0.00167	2.55	0.548		0.924	0.344	0.958	0.0622	0.527
CMIP6_001	[-]	0.0648	0.0717	0.0621	0.00864	-0.375		0.00918	3.13	0.867		0.936	0.272	0.921	0.0954	0.499

	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	[-]	-0.454
271	[-]	0.149	0.155	-0.454	0.124			0.607	3.37	0.717		0.831	0.530	0.943	0.0231	0.571
330	[-]	0.0676	0.0686	-0.454	0.0593			0.522	3.22	0.997		0.841	0.540	0.915	0.0268	0.573
CMIP6_001	[-]	0.0838	0.0930	-0.454	0.0406	-1.73		0.545	3.25	0.824		0.839	0.534	0.935	0.0733	0.583

	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	[-]	1.08
271	[-]	0.135	0.148	1.08	0.0842			-0.934	4.27	1.08		0.732	0.365	0.864	0.0166	0.468
330	[-]	0.109	0.117	1.08	0.0782			-0.964	4.27	1.09		0.729	0.369	0.861	0.0138	0.468
CMIP6_001	[-]	0.137	0.142	1.08	0.116	-0.178		-0.941	4.27	1.16		0.733	0.347	0.854	0.0223	0.461

	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	[-]	-0.211
271	[-]	0.147	0.147	-0.211	0.171			0.356	3.37	0.583		0.853	0.302	0.953	0.0687	0.496
330	[-]	0.139	0.138	-0.211	0.160			0.347	3.34	0.463		0.856	0.306	0.965	0.0776	0.502
CMIP6_001	[-]	0.147	0.149	-0.211	0.158	-0.126		0.357	3.35	0.736		0.853	0.305	0.942	0.0747	0.496

	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	[-]	3.22
271	[-]	0.204	0.215	3.22	0.177			-3.02	9.82	0.303		0.662	0.316	0.971	0.0641	0.466
330	[-]	0.125	0.0968	3.22	0.171			-3.13	10.2	0.450		0.653	0.301	0.962	0.0908	0.461
CMIP6_001	[-]	0.324	0.297	3.22	0.377	-1.28		-2.93	8.96	0.534		0.668	0.344	0.956	0.0803	0.478

	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	[-]	0.267
271	[-]	0.0994	0.104	0.267	0.0718			-0.168	2.04	0.932		0.778	0.317	0.874	0.0972	0.477
330	[-]	0.0874	0.0872	0.267	0.0771			-0.184	1.96	0.860		0.778	0.336	0.880	0.0772	0.481
CMIP6_001	[-]	0.123	0.127	0.267	0.102	-0.0700		-0.143	2.58	0.917		0.782	0.240	0.879	0.150	0.458

	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	[-]	-0.474
271	[-]	0.316	0.336	-0.474	0.171			0.812	3.83	0.979		0.853	0.545	0.902	0.116	0.592
330	[-]	0.174	0.195	-0.474	0.0227			0.672	3.64	1.06		0.869	0.558	0.901	0.185	0.614
CMIP6_001	[-]	0.227	0.262	-0.474	-0.0192			0.732	4.74	0.941		0.866	0.458	0.896	0.348	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	[-]	2.48
271	[-]	0.363	0.369	2.48	0.334			-2.10	6.65	0.702		0.734	0.420	0.940	0.0662	0.516
330	[-]	0.275	0.284	2.48	0.250			-2.19	5.48	0.783		0.726	0.507	0.932	0.0875	0.552
CMIP6_001	[-]	0.304	0.306	2.48	0.283			-2.16	5.78	0.718		0.729	0.481	0.941	0.0675	0.540

	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	[-]	0.596
271	[-]	0.399	0.404	0.596	0.242			-0.188	5.13	0.980		0.880	0.339	0.911	0.0835	0.511
330	[-]	0.343	0.345	0.596	0.260			-0.247	4.81	1.13		0.877	0.362	0.893	0.0439	0.508
CMIP6_001	[-]	0.295	0.299	0.597	0.169	-0.557		-0.296	5.40	1.17		0.884	0.312	0.881	0.109	0.500

	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	[-]	0.491
271	[-]	0.0585	0.0565	0.491	0.0848			-0.428	1.36	1.96		0.467	0.312	0.701	0.00765	0.360
330	[-]	0.0429	0.0406	0.491	0.0741			-0.444	1.34	2.47		0.458	0.321	0.616	0.00276	0.344
CMIP6_001	[-]	0.0111	0.00859	0.491	0.0592	0.579		-0.475	1.45	2.09		0.470	0.266	0.671	0.0106	0.337

	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	[-]	0.544
271	[-]	0.0809	0.0811	0.544	0.0639			-0.461	2.04	2.08		0.736	0.354	0.689	0.0292	0.432
330	[-]	0.0566	0.0566	0.544	0.0574			-0.485	2.11	2.14		0.723	0.338	0.678	0.0128	0.418
CMIP6_001	[-]	0.121	0.121	0.544	0.103			-0.422	2.38	2.11		0.736	0.289	0.694	0.0294	0.408

	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	[-]	1.15
271	[-]	0.0702	0.0752	1.15	0.0576			-1.09	3.19	2.08		0.617	0.413	0.687	0.00365	0.426
330	[-]	0.108	0.115	1.15	0.0872			-1.05	3.08	1.88		0.612	0.436	0.726	0.00521	0.443
CMIP6_001	[-]	0.0870	0.0876	1.15	0.0848	-0.660		-1.08	3.32	1.91		0.619	0.396	0.720	0.00567	0.427

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