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) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.936
271	[-]	1.54	1.50	0.936	2.25			0.595	1.06	1.97		0.351	0.462	0.698	0.843	0.563
330	[-]	1.60	1.56	0.936	2.26			0.653	1.04	2.02		0.357	0.504	0.684	0.828	0.575
CMIP6_001	[-]	1.66	1.66	0.936	1.68	1.04		0.728	1.16	1.93		0.337	0.505	0.710	0.847	0.581

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.387
271	[-]	1.50	1.48	0.387	1.45			1.09	1.41	1.12		0.0966	0.287	0.866	0.533	0.414
330	[-]	1.38	1.37	0.387	1.26			0.981	1.31	1.13		0.134	0.309	0.862	0.549	0.432
CMIP6_001	[-]	0.968	0.963	0.386	0.465	3.40		0.568	0.949	1.02		0.297	0.373	0.873	0.606	0.504

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.386
271	[-]	1.18	1.18	0.386	1.25			0.786	1.12	1.46		0.218	0.438	0.802	0.715	0.522
330	[-]	1.11	1.11	0.386	1.16			0.721	1.06	1.50		0.249	0.480	0.792	0.698	0.540
CMIP6_001	[-]	0.821	0.831	0.385	0.724	0.694		0.437	0.873	1.53		0.358	0.472	0.786	0.819	0.581

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.634
271	[-]	1.12	1.09	0.634	1.27			0.460	1.42	0.923		0.263	0.180	0.896	0.798	0.464
330	[-]	1.05	1.03	0.634	1.17			0.401	1.37	0.950		0.289	0.183	0.895	0.867	0.483
CMIP6_001	[-]	1.01	0.955	0.634	1.28			0.329	1.49	1.30		0.353	0.126	0.845	0.873	0.465

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.13
271	[-]	4.22	4.74	3.13	3.52			1.57	2.69	1.54		0.432	0.620	0.772	0.929	0.675
330	[-]	4.91	5.48	3.13	4.13			2.31	3.16	1.52		0.333	0.602	0.792	0.935	0.653
CMIP6_001	[-]	6.46	7.48	3.13	4.91	2.23		4.22	4.87	1.49		0.141	0.511	0.788	0.714	0.533

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.599
271	[-]	0.751	0.746	0.599	0.940			0.150	0.770	1.56		0.519	0.487	0.783	0.911	0.638
330	[-]	0.675	0.675	0.599	0.761			0.0773	0.659	1.58		0.567	0.559	0.785	0.950	0.684
CMIP6_001	[-]	0.615	0.610	0.599	0.772			0.0134	0.727	1.56		0.558	0.519	0.788	0.932	0.663

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.424
271	[-]	0.742	0.775	0.424	0.618			0.369	0.749	1.41		0.427	0.539	0.810	0.589	0.581
330	[-]	0.710	0.738	0.424	0.634			0.330	0.701	1.30		0.436	0.557	0.830	0.606	0.597
CMIP6_001	[-]	0.687	0.712	0.424	0.658	0.861		0.301	0.731	1.42		0.429	0.504	0.806	0.601	0.569

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.20
271	[-]	1.98	1.83	1.20	2.61			0.640	1.70	1.35		0.366	0.380	0.833	0.833	0.559
330	[-]	1.83	1.67	1.20	2.51			0.487	1.58	1.27		0.365	0.391	0.843	0.852	0.569
CMIP6_001	[-]	1.82	1.65	1.20	2.49	1.05		0.473	1.97	1.34		0.367	0.253	0.830	0.771	0.495

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.697
271	[-]	0.842	0.844	0.697	0.835			0.147	1.26	0.737		0.505	0.246	0.939	0.973	0.582
330	[-]	0.764	0.762	0.697	0.774			0.0660	1.20	0.851		0.558	0.276	0.931	0.968	0.602
CMIP6_001	[-]	0.905	0.888	0.697	0.965	0.606		0.191	1.29	0.853		0.428	0.206	0.922	0.972	0.547

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.149
271	[-]	0.471	0.386	0.149	1.16			0.253	0.373	1.53		0.178	0.477	0.794	0.853	0.556
330	[-]	0.430	0.344	0.149	1.12			0.211	0.336	1.58		0.253	0.511	0.784	0.848	0.581
CMIP6_001	[-]	0.408	0.368	0.146	0.737	2.10		0.228	0.344	1.50		0.197	0.527	0.803	0.882	0.587

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.818
271	[-]	1.16	1.17	0.818	1.14			0.354	0.832	2.20		0.276	0.463	0.670	0.953	0.565
330	[-]	1.03	1.05	0.818	0.996			0.231	0.714	2.29		0.345	0.506	0.645	0.953	0.591
CMIP6_001	[-]	0.911	0.871	0.818	1.10	0.672		0.0451	0.733	2.51		0.420	0.465	0.608	0.891	0.570

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.724
271	[-]	0.978	1.05	0.724	0.707			0.337	1.03	1.56		0.373	0.477	0.784	0.837	0.589
330	[-]	0.950	1.01	0.724	0.728			0.297	0.985	1.58		0.393	0.499	0.781	0.835	0.601
CMIP6_001	[-]	0.910	0.966	0.724	0.693	1.05		0.255	0.979	1.61		0.427	0.480	0.774	0.827	0.598

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.0549
271	[-]	0.0767	0.0781	0.0549	0.0243			0.0235	0.112	2.13		0.576	0.674	0.670	0.789	0.676
330	[-]	0.0726	0.0737	0.0549	0.0288			0.0195	0.107	2.21		0.606	0.694	0.661	0.803	0.691
CMIP6_001	[-]	0.0375	0.0395	0.0548	-0.0232	0.198		-0.0150	0.114	2.32		0.678	0.687	0.633	0.776	0.692

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.780
271	[-]	1.10	1.20	0.780	0.927			0.418	1.59	1.30		0.300	0.245	0.839	0.872	0.500
330	[-]	1.04	1.12	0.780	0.878			0.345	1.38	1.27		0.328	0.252	0.843	0.906	0.516
CMIP6_001	[-]	1.08	1.13	0.780	0.988	0.675		0.360	1.31	1.16		0.311	0.263	0.856	0.933	0.525

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.872
271	[-]	1.63	1.60	0.872	1.63			0.775	1.79	1.27		0.174	0.278	0.831	0.824	0.477
330	[-]	1.55	1.45	0.872	1.72			0.655	1.59	1.12		0.252	0.349	0.857	0.832	0.528
CMIP6_001	[-]	1.00	0.940	0.873	1.11	0.158		0.0997	1.05	1.38		0.331	0.434	0.809	0.886	0.579

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.924
271	[-]	0.898	0.923	0.924	0.825			-0.00356	0.491	2.09		0.584	0.672	0.682	0.945	0.711
330	[-]	0.794	0.812	0.924	0.750			-0.109	0.523	2.00		0.512	0.684	0.709	0.950	0.708
CMIP6_001	[-]	0.878	0.921	0.924	0.701			-0.00838	0.506	1.78		0.585	0.652	0.751	0.937	0.715

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.972
271	[-]	1.29	1.18	0.972	1.69			0.221	1.17	1.56		0.474	0.466	0.784	0.901	0.618
330	[-]	1.26	1.17	0.972	1.64			0.202	1.09	1.58		0.499	0.454	0.785	0.908	0.620
CMIP6_001	[-]	1.14	1.03	0.972	1.63			0.0591	0.976	1.45		0.502	0.493	0.798	0.941	0.646

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.247
271	[-]	0.560	0.540	0.247	0.929			0.300	0.578	1.87		0.201	0.407	0.734	0.872	0.524
330	[-]	0.502	0.483	0.247	0.869			0.243	0.486	1.86		0.246	0.480	0.731	0.874	0.562
CMIP6_001	[-]	0.482	0.458	0.246	1.02	2.06		0.223	0.534	2.03		0.305	0.419	0.702	0.923	0.554

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.12
271	[-]	2.24	2.22	3.12	2.66			-0.865	2.58	1.07		0.255	0.430	0.882	0.813	0.562
330	[-]	2.16	2.13	3.12	2.64			-0.954	2.63	1.09		0.236	0.424	0.876	0.807	0.553
CMIP6_001	[-]	2.36	2.39	3.12	2.05	1.57		-0.699	2.40	1.14		0.332	0.400	0.868	0.918	0.584

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.610
271	[-]	0.861	0.883	0.610	0.843			0.271	0.763	1.66		0.584	0.665	0.772	0.862	0.710
330	[-]	0.976	0.996	0.610	0.951			0.384	0.908	1.92		0.554	0.622	0.726	0.822	0.669
CMIP6_001	[-]	0.876	0.898	0.610	0.576			0.283	0.979	1.71		0.573	0.627	0.758	0.697	0.656

	Download Data	Period Mean (original grids) [mm d-1]	Model Period Mean (intersection) [mm d-1]	Benchmark Period Mean (intersection) [mm d-1]	Model Period Mean (complement) [mm d-1]	Benchmark Period Mean (complement) [mm d-1]		Bias [mm d-1]	RMSE [mm d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.437
271	[-]	2.16	2.15	0.437	2.33			1.69	2.25	1.64		0.138	0.288	0.770	0.439	0.385
330	[-]	2.02	2.03	0.437	2.12			1.56	2.07	1.79		0.148	0.295	0.750	0.463	0.390
CMIP6_001	[-]	1.44	1.46	0.436	1.54	0.732		1.08	1.73	2.15		0.298	0.400	0.673	0.434	0.441

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