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	[-]	3.28
CESM3_092H	[-]	4.20	4.19	3.28	4.74			0.924	2.00	2.17		0.356	0.294	0.637	0.971	0.511
CMIP6_001	[-]	4.22	4.24	3.28	4.24	2.20		0.960	1.86	1.69		0.320	0.319	0.735	0.968	0.532
LE2_001	[-]	4.28	4.31	3.28	4.30	2.20		1.03	1.92	1.79		0.292	0.304	0.719	0.963	0.516

	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	[-]	2.20
CESM3_092H	[-]	3.82	3.81	2.20	3.39			1.60	2.46	0.672		0.0793	0.175	0.923	0.890	0.448
CMIP6_001	[-]	2.71	2.68	2.20	2.27	5.95		0.478	1.37	0.674		0.513	0.317	0.910	0.903	0.592
LE2_001	[-]	2.66	2.62	2.20	2.20	5.95		0.417	1.31	0.665		0.540	0.343	0.929	0.898	0.610

	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	[-]	2.14
CESM3_092H	[-]	3.05	3.03	2.14	3.23			0.872	1.74	1.10		0.299	0.328	0.853	0.952	0.552
CMIP6_001	[-]	2.86	2.84	2.14	3.07	2.99		0.687	1.48	1.02		0.407	0.391	0.877	0.980	0.609
LE2_001	[-]	2.97	2.95	2.14	3.10	2.99		0.795	1.54	0.860		0.353	0.384	0.905	0.978	0.601

	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	[-]	0.973
CESM3_092H	[-]	1.88	1.88	0.973	1.88			0.906	1.19	0.823		0.0557	0.123	0.920	0.783	0.401
CMIP6_001	[-]	1.53	1.49	0.973	1.71			0.529	0.702	1.16		0.159	0.366	0.873	0.946	0.542
LE2_001	[-]	1.63	1.59	0.973	1.83			0.621	0.786	1.29		0.106	0.372	0.835	0.929	0.523

	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	[-]	6.71
CESM3_092H	[-]	8.23	8.85	6.71	7.38			2.11	3.74	1.79		0.372	0.360	0.730	0.957	0.556
CMIP6_001	[-]	9.79	10.7	6.71	8.37	6.92		3.94	4.91	1.62		0.159	0.400	0.761	0.788	0.502
LE2_001	[-]	9.74	10.7	6.71	8.24	6.92		3.95	4.98	2.10		0.168	0.369	0.687	0.728	0.464

	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	[-]	1.38
CESM3_092H	[-]	1.93	1.92	1.38	2.11			0.544	0.834	0.942		0.310	0.353	0.896	0.900	0.562
CMIP6_001	[-]	1.62	1.61	1.38	1.80			0.230	0.549	1.06		0.573	0.502	0.862	0.971	0.682
LE2_001	[-]	1.65	1.64	1.38	1.85			0.261	0.573	1.06		0.546	0.476	0.868	0.975	0.669

	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	[-]	1.28
CESM3_092H	[-]	2.01	2.01	1.28	2.35			0.753	1.23	1.20		0.341	0.362	0.841	0.821	0.545
CMIP6_001	[-]	1.87	1.85	1.28	2.28	2.54		0.590	1.10	1.14		0.405	0.389	0.842	0.857	0.576
LE2_001	[-]	1.90	1.89	1.28	2.26	2.54		0.631	1.10	1.03		0.382	0.390	0.870	0.828	0.572

	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	[-]	3.14
CESM3_092H	[-]	3.75	3.49	3.14	5.04			0.371	2.23	1.04		0.403	0.280	0.884	0.910	0.551
CMIP6_001	[-]	3.86	3.58	3.14	5.24	2.63		0.475	2.14	1.03		0.478	0.299	0.886	0.919	0.576
LE2_001	[-]	3.65	3.37	3.14	5.05	2.63		0.256	2.17	1.14		0.470	0.285	0.864	0.907	0.562

	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	[-]	1.13
CESM3_092H	[-]	1.53	1.56	1.13	1.39			0.427	0.669	1.39		0.263	0.327	0.812	0.991	0.544
CMIP6_001	[-]	1.36	1.38	1.13	1.30	0.467		0.250	0.509	1.61		0.443	0.461	0.780	0.919	0.613
LE2_001	[-]	1.39	1.40	1.13	1.35	0.467		0.269	0.549	1.76		0.451	0.402	0.755	0.979	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	[-]	1.14
CESM3_092H	[-]	1.90	1.78	1.14	2.80			0.663	1.11	1.46		0.231	0.314	0.809	0.957	0.525
CMIP6_001	[-]	1.82	1.72	1.14	2.65	4.75		0.601	1.04	1.44		0.253	0.344	0.824	0.973	0.548
LE2_001	[-]	1.56	1.44	1.14	2.50	4.75		0.321	0.796	1.19		0.376	0.384	0.850	0.979	0.595

	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	[-]	2.00
CESM3_092H	[-]	2.41	2.44	2.00	2.33	1.32		0.438	0.986	2.67		0.398	0.334	0.576	0.980	0.524
CMIP6_001	[-]	2.13	2.12	2.00	2.23	1.70		0.106	0.891	2.40		0.564	0.350	0.628	0.962	0.571
LE2_001	[-]	2.09	2.05	2.00	2.25	1.70		0.0393	0.850	2.37		0.534	0.401	0.640	0.922	0.580

	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	[-]	2.02
CESM3_092H	[-]	2.40	2.54	2.02	1.84	1.32		0.535	1.51	1.38		0.325	0.349	0.810	0.941	0.555
CMIP6_001	[-]	2.26	2.39	2.02	1.75	2.59		0.387	1.25	1.42		0.451	0.420	0.802	0.952	0.609
LE2_001	[-]	2.25	2.38	2.02	1.74	2.59		0.376	1.26	1.40		0.441	0.415	0.806	0.949	0.605

	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	[-]	0.278
CESM3_092H	[-]	0.503	0.494	0.278	0.671			0.221	0.486	2.06		0.531	0.564	0.673	0.915	0.650
CMIP6_001	[-]	0.385	0.375	0.278	0.611	0.575		0.0998	0.341	2.52		0.720	0.662	0.594	0.953	0.718
LE2_001	[-]	0.376	0.368	0.278	0.579	0.575		0.0928	0.333	2.44		0.706	0.674	0.608	0.959	0.724

	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	[-]	1.12
CESM3_092H	[-]	1.86	2.03	1.12	1.50			0.898	1.17	1.09		0.132	0.188	0.879	0.850	0.448
CMIP6_001	[-]	1.59	1.71	1.12	1.37	0.870		0.595	0.848	1.16		0.196	0.333	0.871	0.953	0.537
LE2_001	[-]	1.61	1.74	1.12	1.34	0.870		0.631	0.857	0.989		0.215	0.373	0.897	0.932	0.558

	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	[-]	2.69
CESM3_092H	[-]	3.58	3.47	2.69	3.80			0.848	2.32	1.20		0.192	0.224	0.842	0.940	0.485
CMIP6_001	[-]	3.09	3.01	2.69	3.31	1.25		0.383	1.67	1.14		0.346	0.360	0.844	0.957	0.573
LE2_001	[-]	3.18	3.09	2.69	3.39	1.25		0.470	1.84	1.40		0.285	0.261	0.817	0.955	0.516

	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	[-]	2.95
CESM3_092H	[-]	2.86	2.86	2.95	3.00			-0.0697	1.08	1.96		0.493	0.279	0.721	0.924	0.539
CMIP6_001	[-]	2.68	2.70	2.95	2.73			-0.235	0.988	2.04		0.468	0.361	0.692	0.912	0.559
LE2_001	[-]	2.77	2.79	2.95	2.80			-0.152	1.09	2.58		0.489	0.277	0.589	0.924	0.511

	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	[-]	1.88
CESM3_092H	[-]	2.63	2.50	1.88	3.18			0.637	0.972	1.06		0.349	0.421	0.863	0.932	0.597
CMIP6_001	[-]	2.25	2.12	1.88	2.85			0.245	0.717	1.40		0.538	0.469	0.811	0.960	0.649
LE2_001	[-]	2.24	2.11	1.88	2.84			0.236	0.713	1.35		0.556	0.464	0.819	0.979	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	[-]	1.16
CESM3_092H	[-]	1.72	1.71	1.16	2.19			0.557	0.950	1.58		0.274	0.373	0.781	0.930	0.546
CMIP6_001	[-]	1.47	1.45	1.16	2.08	3.10		0.305	0.759	1.73		0.414	0.425	0.751	0.965	0.596
LE2_001	[-]	1.60	1.58	1.16	2.27	3.10		0.437	0.894	1.52		0.342	0.351	0.784	0.971	0.560

	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	[-]	6.37
CESM3_092H	[-]	4.72	4.71	6.37	5.09			-1.62	3.49	0.975		0.146	0.370	0.896	0.850	0.526
CMIP6_001	[-]	5.63	5.66	6.37	5.28	4.20		-0.675	2.91	0.956		0.366	0.339	0.895	0.972	0.582
LE2_001	[-]	5.55	5.58	6.37	5.23	4.20		-0.751	3.01	0.993		0.335	0.331	0.881	0.971	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	[-]	3.00
CESM3_092H	[-]	3.26	3.28	3.00	3.20			0.278	1.84	1.32		0.609	0.381	0.820	0.967	0.632
CMIP6_001	[-]	2.95	2.97	3.00	2.77			-0.0361	1.61	0.976		0.539	0.487	0.882	0.928	0.665
LE2_001	[-]	2.93	2.94	3.00	2.84			-0.0572	1.65	1.18		0.527	0.473	0.856	0.931	0.652

	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	[-]	1.18
CESM3_092H	[-]	3.59	3.59	1.18	3.45			2.37	3.21	1.39		0.0931	0.254	0.815	0.514	0.386
CMIP6_001	[-]	2.72	2.75	1.18	2.62	1.05		1.61	2.33	1.49		0.202	0.310	0.787	0.541	0.430
LE2_001	[-]	2.70	2.74	1.18	2.59	1.05		1.60	2.29	1.45		0.170	0.304	0.799	0.565	0.429

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