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
CLM50	[-]	0.0763	0.0738	0.519	0.101	-0.0277		-0.447	1.21	2.03		0.549	0.313	0.660	0.0265	0.372
CTSM51	[-]	0.0713	0.0683	0.519	0.0944	-0.0277		-0.453	1.17	2.10		0.550	0.342	0.648	0.0241	0.381
DeadVeg	[-]	0.0370	0.0359	0.519	0.0612	-0.0277		-0.485	1.20	1.97		0.555	0.326	0.701	0.0154	0.385

	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
CLM50	[-]	0.109	0.110	-0.0250	0.110	-0.385		0.137	1.76	0.900		0.739	0.273	0.878	0.0511	0.442
CTSM51	[-]	0.0953	0.0960	-0.0250	0.0971	-0.385		0.123	1.73	0.905		0.743	0.277	0.877	0.0497	0.445
DeadVeg	[-]	0.0642	0.0648	-0.0250	0.0516	-0.385		0.0918	1.95	1.08		0.743	0.235	0.855	0.0290	0.419

	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
CLM50	[-]	0.0390	0.0339	0.826	0.0949	0.429		-0.787	2.29	2.59		0.597	0.246	0.578	0.0300	0.339
CTSM51	[-]	0.0265	0.0213	0.826	0.0833	0.429		-0.800	2.32	2.63		0.593	0.240	0.571	0.0274	0.334
DeadVeg	[-]	0.0172	0.0142	0.826	0.0473	0.429		-0.807	2.27	2.54		0.588	0.241	0.583	0.0239	0.335

	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
CLM50	[-]	0.320	0.342	4.49	0.212			-4.15	8.63	0.494		0.639	0.443	0.965	0.0809	0.514
CTSM51	[-]	0.296	0.316	4.49	0.198			-4.18	8.77	0.394		0.637	0.437	0.973	0.0746	0.512
DeadVeg	[-]	0.327	0.341	4.49	0.258			-4.16	8.05	0.601		0.638	0.480	0.955	0.0946	0.530

	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
CLM50	[-]	-0.0444	-0.0787	-0.592	0.00656	-1.24		0.522	0.774	1.92		0.314	0.555	0.716	0.0413	0.436
CTSM51	[-]	-0.0377	-0.0670	-0.592	0.00605	-1.24		0.533	0.774	2.00		0.314	0.551	0.705	0.0356	0.431
DeadVeg	[-]	-0.0531	-0.0700	-0.592	-0.0291	-1.24		0.529	0.827	1.83		0.312	0.463	0.719	0.0363	0.399

	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
CLM50	[-]	0.206	0.207	3.47	0.167			-3.26	7.01	0.604		0.666	0.470	0.955	0.0457	0.521
CTSM51	[-]	0.193	0.194	3.47	0.165			-3.28	7.13	0.522		0.665	0.455	0.961	0.0412	0.515
DeadVeg	[-]	0.147	0.148	3.47	0.111			-3.32	5.62	0.452		0.660	0.586	0.968	0.0574	0.572

	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
CLM50	[-]	0.162	0.158	2.09	0.212	-0.0567		-1.94	5.53	0.973		0.796	0.533	0.889	0.00985	0.552
CTSM51	[-]	0.161	0.157	2.09	0.212	-0.0567		-1.94	5.55	1.00		0.796	0.529	0.883	0.0103	0.549
DeadVeg	[-]	0.152	0.150	2.09	0.172	-0.0567		-1.95	5.10	1.06		0.795	0.564	0.878	0.00992	0.562

	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
CLM50	[-]	0.103	0.107	0.215	0.0848	-0.610		-0.100	2.37	0.832		0.765	0.442	0.908	0.0354	0.518
CTSM51	[-]	0.0891	0.0922	0.215	0.0691	-0.610		-0.115	2.36	0.866		0.768	0.441	0.903	0.0350	0.518
DeadVeg	[-]	-0.00970	-0.00243	0.215	-0.0571	-0.610		-0.211	2.37	0.908		0.794	0.440	0.901	0.0208	0.519

	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
CLM50	[-]	0.163	0.172	4.41	0.133	-0.935		-4.24	8.52	0.332		0.602	0.429	0.977	0.0924	0.506
CTSM51	[-]	0.123	0.133	4.41	0.0905	-0.935		-4.27	8.62	0.232		0.600	0.422	0.984	0.0840	0.502
DeadVeg	[-]	0.137	0.132	4.41	0.166	-0.935		-4.27	7.65	0.269		0.600	0.507	0.981	0.107	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	[-]	0.0616
CLM50	[-]	0.0593	0.0680	0.0621	-0.0118	-0.375		0.00513	2.77	0.698		0.938	0.315	0.941	0.141	0.530
CTSM51	[-]	0.0482	0.0569	0.0621	-0.0225	-0.375		-0.00599	2.67	0.764		0.940	0.328	0.934	0.146	0.535
DeadVeg	[-]	0.0450	0.0510	0.0621	-0.00346	-0.375		-0.0110	2.43	0.684		0.939	0.366	0.942	0.128	0.548

	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
CLM50	[-]	0.0726	0.0805	-0.454	0.0299	-1.73		0.531	3.13	0.824		0.849	0.542	0.916	0.168	0.604
CTSM51	[-]	0.0757	0.0827	-0.454	0.0364	-1.73		0.533	3.53	0.888		0.851	0.500	0.907	0.185	0.588
DeadVeg	[-]	0.0943	0.100	-0.454	0.0631	-1.73		0.550	2.90	1.04		0.846	0.572	0.898	0.0748	0.593

	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
CLM50	[-]	0.0966	0.103	1.08	0.0714	-0.178		-0.979	3.80	1.14		0.729	0.411	0.851	0.0191	0.484
CTSM51	[-]	0.0894	0.0953	1.08	0.0673	-0.178		-0.987	3.84	1.15		0.729	0.408	0.849	0.0186	0.482
DeadVeg	[-]	1.81	0.0886	1.08	8.44	-0.178		-0.994	3.50	1.12		0.729	0.439	0.855	0.0165	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	[-]	-0.211
CLM50	[-]	0.133	0.133	-0.211	0.157	-0.126		0.341	2.95	0.583		0.855	0.357	0.953	0.0474	0.514
CTSM51	[-]	0.135	0.135	-0.211	0.158	-0.126		0.344	2.89	0.612		0.855	0.364	0.950	0.0530	0.517
DeadVeg	[-]	0.145	0.148	-0.211	0.116	-0.126		0.356	2.84	0.426		0.849	0.373	0.963	0.0366	0.519

	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
CLM50	[-]	0.0547	0.0804	3.22	0.00770	-1.28		-3.15	8.58	0.526		0.650	0.385	0.958	0.0727	0.490
CTSM51	[-]	0.0299	0.0506	3.22	-0.00829	-1.28		-3.18	9.20	0.451		0.647	0.351	0.963	0.0623	0.475
DeadVeg	[-]	0.146	0.157	3.22	0.128	-1.28		-3.07	8.34	0.568		0.657	0.418	0.953	0.0455	0.498

	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
CLM50	[-]	0.0474	0.0558	0.267	0.0178	-0.0700		-0.212	2.21	0.862		0.795	0.279	0.878	0.149	0.476
CTSM51	[-]	0.0355	0.0426	0.267	0.0107	-0.0700		-0.225	2.18	0.882		0.793	0.283	0.876	0.142	0.476
DeadVeg	[-]	0.0128	0.0134	0.267	0.00924	-0.0700		-0.253	2.20	1.17		0.783	0.291	0.847	0.0479	0.452

	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
CLM50	[-]	0.00904	0.0396	-0.474	-0.199			0.511	4.12	1.07		0.889	0.515	0.859	0.431	0.642
CTSM51	[-]	-0.00316	0.0277	-0.474	-0.213			0.499	4.03	1.09		0.891	0.521	0.859	0.438	0.646
DeadVeg	[-]	-0.0334	-0.0224	-0.474	-0.115			0.454	3.52	1.09		0.894	0.553	0.866	0.291	0.631

	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
CLM50	[-]	0.124	0.125	2.48	0.0865			-2.35	4.86	0.830		0.711	0.562	0.924	0.0528	0.563
CTSM51	[-]	0.136	0.139	2.48	0.0927			-2.33	5.09	0.681		0.713	0.541	0.940	0.0626	0.560
DeadVeg	[-]	0.146	0.150	2.48	0.104			-2.32	3.99	0.676		0.714	0.649	0.940	0.0462	0.599

	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
CLM50	[-]	0.123	0.125	0.597	0.0356	-0.557		-0.468	4.42	1.22		0.872	0.394	0.864	0.0469	0.514
CTSM51	[-]	0.116	0.118	0.597	0.0303	-0.557		-0.475	4.28	1.17		0.872	0.408	0.872	0.0511	0.522
DeadVeg	[-]	0.0890	0.0893	0.597	0.0249	-0.557		-0.503	4.08	1.01		0.870	0.425	0.902	0.0575	0.536

	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
CLM50	[-]	-0.000971	-0.00413	0.491	0.0577	0.579		-0.487	1.21	2.34		0.444	0.407	0.641	0.00306	0.380
CTSM51	[-]	-0.00298	-0.00556	0.491	0.0469	0.579		-0.489	1.22	2.27		0.442	0.410	0.651	0.00247	0.383
DeadVeg	[-]	0.0207	0.0179	0.491	0.0750	0.579		-0.466	1.17	2.11		0.445	0.457	0.677	0.00414	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	[-]	0.544
CLM50	[-]	0.00232	0.00178	0.544	0.0318			-0.539	1.85	1.76		0.726	0.406	0.719	0.0192	0.455
CTSM51	[-]	-0.0176	-0.0186	0.544	0.0154			-0.560	1.91	1.84		0.725	0.387	0.707	0.0183	0.445
DeadVeg	[-]	-0.0224	-0.0216	0.544	-0.00773			-0.563	1.83	1.88		0.722	0.411	0.705	0.00714	0.451

	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
CLM50	[-]	0.0630	0.0625	1.15	0.0601	-0.660		-1.10	3.12	1.90		0.616	0.449	0.722	0.00438	0.448
CTSM51	[-]	0.0572	0.0570	1.15	0.0586	-0.660		-1.11	3.21	1.98		0.615	0.435	0.709	0.00445	0.440
DeadVeg	[-]	0.0686	0.0703	1.15	0.0554	-0.660		-1.10	3.08	1.71		0.617	0.435	0.756	0.00309	0.449

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