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
CESM3_092H	[-]	0.0419	0.0402	0.518	0.0581			-0.480	1.37	1.64		0.547	0.281	0.759	0.00645	0.375
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
LE2_001	[-]	0.0747	0.0733	0.519	0.0919	-0.0277		-0.449	1.32	1.72		0.549	0.281	0.738	0.0229	0.375

	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
CESM3_092H	[-]	0.0446	0.0445	-0.0251	0.0633			0.0727	2.35	1.07		0.753	0.170	0.860	0.0200	0.394
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
LE2_001	[-]	0.140	0.141	-0.0250	0.136	-0.385		0.169	2.09	0.992		0.718	0.219	0.870	0.0241	0.410

	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
CESM3_092H	[-]	0.0451	0.0445	0.826	0.0498			-0.777	2.35	2.48		0.598	0.230	0.612	0.0224	0.338
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
LE2_001	[-]	0.0639	0.0606	0.826	0.103	0.429		-0.761	2.48	2.46		0.601	0.208	0.601	0.0288	0.329

	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
CESM3_092H	[-]	0.226	0.207	4.49	0.330			-4.29	7.65	0.152		0.629	0.507	0.988	0.0779	0.542
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
LE2_001	[-]	0.424	0.436	4.49	0.364			-4.06	8.08	0.251		0.646	0.469	0.980	0.0731	0.527

	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
CESM3_092H	[-]	0.0394	0.0183	-0.592	0.0675			0.614	0.932	1.87		0.294	0.404	0.733	0.00489	0.368
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
LE2_001	[-]	0.0440	0.0267	-0.592	0.0689	-1.24		0.621	0.887	2.02		0.294	0.443	0.723	0.00329	0.382

	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
CESM3_092H	[-]	0.187	0.185	3.47	0.209			-3.29	6.28	0.603		0.665	0.526	0.954	0.0384	0.542
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
LE2_001	[-]	0.301	0.304	3.47	0.248			-3.17	7.06	0.524		0.674	0.457	0.962	0.0418	0.518

	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
CESM3_092H	[-]	0.163	0.161	2.09	0.187			-1.94	5.87	1.14		0.798	0.503	0.881	0.00708	0.538
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
LE2_001	[-]	0.168	0.166	2.09	0.199	-0.0567		-1.93	6.22	1.11		0.798	0.470	0.878	0.00767	0.525

	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
CESM3_092H	[-]	0.0300	0.0310	0.215	0.0236			-0.175	2.78	0.926		0.780	0.357	0.907	0.0226	0.485
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
LE2_001	[-]	0.0716	0.0721	0.215	0.0762	-0.610		-0.133	2.96	0.841		0.767	0.329	0.915	0.0160	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	[-]	4.41
CESM3_092H	[-]	0.210	0.216	4.41	0.185			-4.19	7.86	0.454		0.605	0.461	0.969	0.0662	0.512
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
LE2_001	[-]	0.252	0.258	4.41	0.233	-0.935		-4.15	8.90	0.256		0.609	0.393	0.982	0.103	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	[-]	0.0616
CESM3_092H	[-]	0.0454	0.0514	0.0616	-0.00260			-0.0101	2.86	0.583		0.931	0.303	0.951	0.0607	0.510
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
LE2_001	[-]	0.0492	0.0524	0.0621	0.0239	-0.375		-0.00879	3.00	0.416		0.928	0.284	0.967	0.0392	0.501

	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
CESM3_092H	[-]	0.0973	0.0957	-0.454	0.0963			0.549	3.09	0.842		0.843	0.547	0.928	0.0295	0.579
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
LE2_001	[-]	0.0840	0.0904	-0.454	0.0515	-1.73		0.541	2.93	0.889		0.840	0.571	0.932	0.0619	0.595

	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
CESM3_092H	[-]	0.128	0.130	1.08	0.119			-0.951	3.97	1.16		0.731	0.369	0.855	0.0135	0.467
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
LE2_001	[-]	0.146	0.157	1.08	0.105	-0.178		-0.926	4.22	1.07		0.730	0.348	0.862	0.0209	0.462

	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
CESM3_092H	[-]	0.134	0.135	-0.211	0.136			0.343	3.85	0.449		0.855	0.257	0.963	0.0483	0.476
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
LE2_001	[-]	0.146	0.146	-0.211	0.163	-0.126		0.354	3.47	0.353		0.851	0.293	0.973	0.0454	0.491

	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
CESM3_092H	[-]	0.211	0.215	3.22	0.205			-3.01	7.61	0.579		0.662	0.463	0.953	0.0423	0.517
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
LE2_001	[-]	0.224	0.212	3.22	0.241	-1.28		-3.02	9.05	0.589		0.661	0.341	0.951	0.0492	0.469

	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
CESM3_092H	[-]	0.0760	0.0690	0.267	0.0899			-0.197	2.16	1.09		0.787	0.292	0.858	0.0413	0.454
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
LE2_001	[-]	0.115	0.116	0.267	0.104	-0.0700		-0.153	2.53	0.765		0.790	0.243	0.888	0.122	0.457

	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
CESM3_092H	[-]	0.257	0.276	-0.474	0.120			0.751	4.32	1.15		0.863	0.487	0.889	0.143	0.574
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
LE2_001	[-]	0.347	0.391	-0.474	0.0385			0.859	4.99	0.767		0.846	0.444	0.915	0.262	0.582

	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
CESM3_092H	[-]	0.297	0.298	2.48	0.282			-2.18	4.08	0.783		0.728	0.637	0.936	0.0441	0.596
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
LE2_001	[-]	0.316	0.322	2.48	0.291			-2.15	5.98	0.769		0.729	0.466	0.934	0.0590	0.531

	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
CESM3_092H	[-]	0.307	0.310	0.596	0.233			-0.283	5.14	1.17		0.884	0.334	0.875	0.0831	0.502
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
LE2_001	[-]	0.355	0.358	0.597	0.268	-0.557		-0.236	5.64	1.20		0.885	0.297	0.871	0.0833	0.487

	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
CESM3_092H	[-]	0.131	0.131	0.491	0.137			-0.354	1.60	2.31		0.458	0.234	0.634	0.0101	0.314
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
LE2_001	[-]	0.0252	0.0225	0.491	0.0714	0.579		-0.461	1.52	2.05		0.464	0.245	0.679	0.00849	0.328

	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
CESM3_092H	[-]	0.0573	0.0582	0.544	0.0387			-0.483	2.42	2.32		0.725	0.288	0.661	0.0235	0.397
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
LE2_001	[-]	0.0869	0.0881	0.544	0.0506			-0.454	2.44	2.00		0.744	0.279	0.690	0.0569	0.410

	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
CESM3_092H	[-]	0.0880	0.0921	1.15	0.0857			-1.07	3.28	1.92		0.614	0.402	0.711	0.00441	0.427
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
LE2_001	[-]	0.0655	0.0637	1.15	0.0842	-0.660		-1.10	3.34	1.91		0.615	0.392	0.716	0.00510	0.424

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