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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	0.320	0.342	4.49	0.212			-4.15	8.63	0.494		0.639	0.443	0.965	0.0809	0.514
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
CLM5_GSWP3V1	[-]	-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
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
CLM5_GSWP3V1	[-]	0.206	0.207	3.47	0.167			-3.26	7.01	0.604		0.666	0.470	0.955	0.0457	0.521
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	0.00904	0.0396	-0.474	-0.199			0.511	4.12	1.07		0.889	0.515	0.859	0.431	0.642
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
CLM5_GSWP3V1	[-]	0.124	0.125	2.48	0.0865			-2.35	4.86	0.830		0.711	0.562	0.924	0.0528	0.563
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
CLM5_GSWP3V1	[-]	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
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
CLM5_GSWP3V1	[-]	-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
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
CLM5_GSWP3V1	[-]	0.00232	0.00178	0.544	0.0318			-0.539	1.85	1.76		0.726	0.406	0.719	0.0192	0.455
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
CLM5_GSWP3V1	[-]	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
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