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
Control	[-]	-0.0368	-0.0421	0.519	0.0107	-0.0277		-0.564	1.18	1.85		0.500	0.383	0.696	0.0186	0.396
Randomized	[-]	-0.0602	-0.0651	0.519	-0.0219	-0.0277		-0.586	1.24	1.68		0.523	0.320	0.728	0.00531	0.379

	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
Control	[-]	0.0116	0.0121	-0.0250	0.0391	-0.385		0.0395	1.84	0.934		0.741	0.257	0.872	0.0693	0.439
Randomized	[-]	-0.0629	-0.0627	-0.0250	-0.0356	-0.385		-0.0348	1.87	0.955		0.756	0.250	0.871	0.0315	0.432

	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
Control	[-]	-0.0672	-0.0756	0.826	0.0284	0.429		-0.895	2.31	2.54		0.564	0.250	0.594	0.0137	0.334
Randomized	[-]	-0.105	-0.112	0.826	-0.0302	0.429		-0.932	2.40	2.73		0.546	0.236	0.580	0.00847	0.321

	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
Control	[-]	0.107	0.124	4.49	0.0340			-4.37	7.16	0.364		0.623	0.543	0.974	0.0657	0.550
Randomized	[-]	0.0406	0.0482	4.49	0.0152			-4.44	7.24	0.279		0.618	0.540	0.980	0.0402	0.544

	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
Control	[-]	-0.0465	-0.0554	-0.592	-0.0344	-1.24		0.541	0.799	1.62		0.312	0.531	0.766	0.0297	0.434
Randomized	[-]	-0.0669	-0.0734	-0.592	-0.0582	-1.24		0.523	0.869	1.63		0.316	0.391	0.750	0.0262	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	[-]	3.47
Control	[-]	0.136	0.133	3.47	0.142			-3.34	6.02	0.414		0.660	0.548	0.972	0.0407	0.554
Randomized	[-]	0.0902	0.0874	3.47	0.0931			-3.38	6.03	0.418		0.657	0.549	0.971	0.0392	0.553

	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
Control	[-]	0.159	0.155	2.09	0.214	-0.0567		-1.94	5.96	0.888		0.796	0.491	0.895	0.0120	0.537
Randomized	[-]	0.115	0.118	2.09	0.0849	-0.0567		-1.98	6.20	0.964		0.795	0.473	0.898	0.00932	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	[-]	0.215
Control	[-]	-0.0396	-0.0374	0.215	-0.0485	-0.610		-0.244	2.35	0.808		0.803	0.450	0.906	0.0179	0.525
Randomized	[-]	-0.0855	-0.0869	0.215	-0.0837	-0.610		-0.294	2.49	0.972		0.812	0.416	0.898	0.0174	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	[-]	4.41
Control	[-]	-0.00857	-0.0305	4.41	0.107	-0.935		-4.44	7.53	0.679		0.589	0.487	0.947	0.0799	0.518
Randomized	[-]	-0.158	-0.182	4.41	-0.0188	-0.935		-4.59	7.60	0.633		0.578	0.488	0.951	0.0337	0.508

	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
Control	[-]	0.0521	0.0606	0.0621	-0.0177	-0.375		-0.00217	2.81	0.468		0.933	0.310	0.961	0.217	0.546
Randomized	[-]	-0.0155	-0.00962	0.0621	-0.0638	-0.375		-0.0716	2.94	0.771		0.928	0.293	0.937	0.0679	0.504

	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
Control	[-]	0.0841	0.100	-0.454	0.00855	-1.73		0.549	3.57	0.796		0.843	0.499	0.917	0.181	0.588
Randomized	[-]	-0.0835	-0.0752	-0.454	-0.123	-1.73		0.375	3.53	1.08		0.862	0.500	0.888	0.189	0.588

	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
Control	[-]	0.0471	0.0518	1.08	0.0294	-0.178		-1.03	3.67	1.00		0.726	0.414	0.868	0.0183	0.488
Randomized	[-]	0.0106	0.0149	1.08	-0.00546	-0.178		-1.07	3.76	1.06		0.728	0.397	0.867	0.0177	0.482

	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
Control	[-]	0.0879	0.0877	-0.211	0.109	-0.126		0.296	2.85	0.371		0.866	0.372	0.972	0.0517	0.527
Randomized	[-]	0.0287	0.0293	-0.211	0.0325	-0.126		0.237	2.85	0.717		0.875	0.370	0.944	0.0404	0.520

	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
Control	[-]	0.0725	0.0803	3.22	0.0555	-1.28		-3.15	6.19	0.431		0.650	0.516	0.963	0.0343	0.536
Randomized	[-]	0.133	0.143	3.22	0.110	-1.28		-3.09	6.34	0.392		0.656	0.503	0.965	0.0399	0.533

	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
Control	[-]	-0.0462	-0.0522	0.267	-0.0315	-0.0700		-0.318	2.23	0.902		0.778	0.276	0.872	0.0584	0.452
Randomized	[-]	-0.0664	-0.0703	0.267	-0.0624	-0.0700		-0.336	2.35	0.787		0.777	0.257	0.886	0.0497	0.445

	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
Control	[-]	0.0578	0.0994	-0.474	-0.230			0.568	4.33	0.951		0.886	0.481	0.893	0.452	0.638
Randomized	[-]	0.0620	0.109	-0.474	-0.286			0.573	4.70	0.545		0.888	0.445	0.958	0.524	0.652

	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
Control	[-]	0.151	0.156	2.48	0.114			-2.32	4.19	0.477		0.714	0.630	0.963	0.0395	0.595
Randomized	[-]	0.206	0.212	2.48	0.165			-2.26	4.47	0.507		0.719	0.597	0.963	0.0544	0.586

	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
Control	[-]	0.134	0.135	0.597	0.0580	-0.557		-0.459	4.46	0.956		0.877	0.388	0.907	0.0628	0.525
Randomized	[-]	0.180	0.183	0.597	0.0583	-0.557		-0.411	4.50	0.790		0.885	0.382	0.936	0.125	0.542

	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
Control	[-]	-0.0874	-0.0907	0.491	-0.0111	0.579		-0.573	1.27	1.77		0.445	0.369	0.725	0.00917	0.384
Randomized	[-]	-0.0792	-0.0806	0.491	-0.0449	0.579		-0.564	1.30	1.50		0.445	0.328	0.760	0.00316	0.373

	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
Control	[-]	-0.0475	-0.0501	0.544	-0.00208			-0.592	2.31	1.79		0.705	0.320	0.717	0.0205	0.416
Randomized	[-]	-0.0513	-0.0538	0.544	-0.0117			-0.595	2.27	1.82		0.715	0.334	0.710	0.00811	0.420

	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
Control	[-]	0.0762	0.0823	1.15	0.0438	-0.660		-1.09	3.41	1.92		0.615	0.405	0.713	0.00569	0.429
Randomized	[-]	0.0228	0.0230	1.15	0.0260	-0.660		-1.14	3.53	1.89		0.614	0.380	0.721	0.00362	0.420

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