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	[-]	108.
CLM5_GSWP3V1	[-]	116.	116.	108.	115.	76.3		8.07	15.6	1.79		0.467	0.602	0.719	0.996	0.677
Control	[-]	99.6	98.5	108.	111.	76.3		-9.48	19.5	2.86		0.381	0.528	0.523	0.989	0.590
Randomized	[-]	103.	102.	108.	111.	76.3		-6.10	19.2	2.79		0.438	0.477	0.533	0.974	0.580

	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	[-]	98.5
CLM5_GSWP3V1	[-]	98.0	97.2	98.5	107.	100.		-1.27	15.6	1.97		0.604	0.488	0.692	0.996	0.654
Control	[-]	67.5	66.4	98.5	85.1	100.		-32.0	35.9	1.45		0.0678	0.472	0.803	0.944	0.552
Randomized	[-]	70.9	69.9	98.5	87.5	100.		-28.5	33.0	1.90		0.0804	0.460	0.712	0.956	0.534

	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	[-]	105.
CLM5_GSWP3V1	[-]	106.	105.	105.	116.	121.		-0.0906	11.0	1.22		0.606	0.701	0.829	0.997	0.767
Control	[-]	84.9	82.9	105.	105.	121.		-22.0	27.4	1.73		0.143	0.491	0.734	0.973	0.566
Randomized	[-]	87.7	85.7	105.	107.	121.		-19.2	25.5	1.64		0.184	0.484	0.763	0.963	0.575

	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	[-]	20.1
CLM5_GSWP3V1	[-]	32.7	34.6	20.1	23.3			14.4	23.4	0.293		0.247	0.282	0.981	0.931	0.545
Control	[-]	2.21	3.68	20.1	-4.83			-16.5	21.9	0.545		0.178	0.439	0.964	0.687	0.541
Randomized	[-]	5.80	7.62	20.1	-2.95			-12.6	20.2	0.472		0.329	0.395	0.969	0.777	0.573

	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	[-]	112.
CLM5_GSWP3V1	[-]	128.	124.	112.	133.	142.		12.5	16.3	2.16		0.487	0.722	0.665	0.997	0.719
Control	[-]	112.	105.	112.	123.	142.		-4.31	25.2	2.59		0.386	0.633	0.589	0.296	0.507
Randomized	[-]	117.	110.	112.	128.	142.		0.477	25.3	2.47		0.383	0.629	0.588	0.297	0.505

	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	[-]	37.0
CLM5_GSWP3V1	[-]	48.3	48.3	37.0	47.6			11.5	20.9	0.383		0.347	0.293	0.974	0.865	0.554
Control	[-]	19.6	19.4	37.0	21.0			-17.5	24.7	0.366		0.136	0.335	0.976	0.729	0.502
Randomized	[-]	21.1	20.9	37.0	22.4			-15.9	25.0	0.460		0.155	0.245	0.969	0.797	0.483

	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	[-]	54.8
CLM5_GSWP3V1	[-]	62.7	61.5	54.8	74.9	59.7		6.96	15.5	0.531		0.469	0.515	0.955	0.991	0.689
Control	[-]	45.2	43.6	54.8	59.0	59.7		-11.0	22.5	0.493		0.373	0.284	0.959	0.958	0.572
Randomized	[-]	46.0	44.5	54.8	59.5	59.7		-10.2	23.7	0.428		0.403	0.212	0.966	0.969	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	[-]	90.0
CLM5_GSWP3V1	[-]	95.8	92.1	90.0	117.	75.7		2.54	17.6	1.62		0.608	0.425	0.761	0.957	0.635
Control	[-]	79.2	74.5	90.0	109.	75.7		-14.7	26.1	2.04		0.271	0.328	0.691	0.900	0.504
Randomized	[-]	80.6	75.7	90.0	111.	75.7		-13.4	25.5	1.94		0.322	0.314	0.715	0.894	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	[-]	18.4
CLM5_GSWP3V1	[-]	24.7	26.9	18.4	16.3	16.8		8.46	18.5	0.391		0.507	0.345	0.974	0.971	0.628
Control	[-]	-5.09	-3.39	18.4	-11.9	16.8		-21.8	25.2	0.376		0.0352	0.490	0.975	0.375	0.473
Randomized	[-]	-4.36	-2.44	18.4	-12.2	16.8		-20.8	24.5	0.406		0.0578	0.484	0.973	0.449	0.490

	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	[-]	91.7
CLM5_GSWP3V1	[-]	93.0	91.1	91.7	108.	127.		-0.194	9.91	0.511		0.695	0.714	0.957	0.998	0.815
Control	[-]	71.9	70.5	91.7	83.5	127.		-20.8	24.2	0.764		0.142	0.546	0.924	0.993	0.630
Randomized	[-]	73.1	71.7	91.7	85.0	127.		-19.7	23.1	0.831		0.166	0.556	0.920	0.991	0.637

	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	[-]	44.4
CLM5_GSWP3V1	[-]	54.7	54.5	44.4	55.6	47.9		10.7	18.1	0.296		0.388	0.390	0.980	0.975	0.625
Control	[-]	34.9	34.8	44.4	35.6	47.9		-8.91	23.1	0.355		0.389	0.172	0.976	0.925	0.527
Randomized	[-]	34.3	34.1	44.4	35.2	47.9		-9.60	23.4	0.414		0.354	0.168	0.972	0.931	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	[-]	72.3
CLM5_GSWP3V1	[-]	65.5	76.2	72.3	24.1	87.0		4.23	16.2	0.893		0.496	0.524	0.888	0.990	0.685
Control	[-]	48.0	54.9	72.3	20.9	87.0		-16.9	25.3	1.12		0.234	0.426	0.849	0.977	0.582
Randomized	[-]	49.4	56.6	72.3	21.5	87.0		-15.3	24.9	1.14		0.261	0.393	0.847	0.978	0.574

	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	[-]	57.6
CLM5_GSWP3V1	[-]	53.7	52.4	57.6	78.2	57.5		-4.75	16.9	1.08		0.419	0.649	0.867	0.761	0.669
Control	[-]	39.3	37.7	57.6	69.8	57.5		-19.3	24.9	0.927		0.274	0.663	0.900	0.687	0.637
Randomized	[-]	40.2	38.6	57.6	70.1	57.5		-18.4	24.5	0.863		0.288	0.652	0.911	0.684	0.637

	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	[-]	23.5
CLM5_GSWP3V1	[-]	27.2	30.7	23.5	19.7	15.4		6.91	22.7	0.222		0.501	0.182	0.984	0.859	0.542
Control	[-]	1.53	4.16	23.5	-3.90	15.4		-19.5	25.7	0.324		0.150	0.414	0.977	0.677	0.526
Randomized	[-]	2.81	5.40	23.5	-2.54	15.4		-18.3	24.8	0.290		0.165	0.392	0.980	0.738	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	[-]	98.2
CLM5_GSWP3V1	[-]	108.	104.	98.2	121.	78.9		6.47	16.5	1.12		0.491	0.577	0.861	0.814	0.664
Control	[-]	86.8	81.0	98.2	104.	78.9		-15.2	25.1	1.76		0.223	0.456	0.752	0.866	0.551
Randomized	[-]	88.1	81.9	98.2	106.	78.9		-14.3	24.9	1.55		0.231	0.432	0.800	0.865	0.552

	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	[-]	75.4
CLM5_GSWP3V1	[-]	83.0	82.6	75.4	86.8			7.74	14.1	0.463		0.491	0.521	0.968	0.999	0.700
Control	[-]	56.6	55.8	75.4	63.4			-18.9	28.4	0.342		0.0749	0.165	0.976	0.981	0.472
Randomized	[-]	57.1	56.2	75.4	64.2			-18.4	29.7	0.387		0.0935	0.112	0.973	0.967	0.451

	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	[-]	44.3
CLM5_GSWP3V1	[-]	58.0	57.8	44.3	59.5			13.4	21.4	0.252		0.244	0.335	0.983	0.933	0.566
Control	[-]	26.7	26.4	44.3	28.6			-18.0	25.7	0.291		0.121	0.303	0.980	0.921	0.526
Randomized	[-]	28.3	28.0	44.3	29.8			-16.4	25.9	0.357		0.149	0.226	0.976	0.948	0.505

	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	[-]	66.6
CLM5_GSWP3V1	[-]	72.0	72.0	66.6	80.5	66.2		5.50	14.2	0.541		0.560	0.529	0.955	0.984	0.712
Control	[-]	48.6	48.6	66.6	56.5	66.2		-17.8	22.1	0.445		0.121	0.500	0.962	0.994	0.615
Randomized	[-]	48.6	48.6	66.6	56.5	66.2		-17.8	22.5	0.493		0.125	0.461	0.959	0.993	0.600

	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	[-]	116.
CLM5_GSWP3V1	[-]	122.	122.	116.	129.	107.		6.03	16.5	1.39		0.549	0.570	0.799	0.995	0.697
Control	[-]	109.	108.	116.	129.	107.		-7.93	26.1	2.90		0.437	0.302	0.525	0.746	0.462
Randomized	[-]	112.	111.	116.	132.	107.		-4.96	26.9	3.17		0.470	0.259	0.477	0.741	0.441

	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	[-]	111.
CLM5_GSWP3V1	[-]	108.	108.	111.	110.			-3.77	11.4	0.983		0.673	0.631	0.884	0.993	0.763
Control	[-]	89.8	89.4	111.	96.3			-21.9	27.6	1.91		0.154	0.481	0.705	0.875	0.539
Randomized	[-]	92.2	91.8	111.	97.9			-19.4	25.5	1.91		0.202	0.476	0.714	0.899	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	[-]	80.4
CLM5_GSWP3V1	[-]	90.0	91.1	80.5	78.1	43.0		9.93	17.4	0.687		0.408	0.629	0.933	0.941	0.708
Control	[-]	69.1	70.1	80.5	58.1	43.0		-11.0	22.0	0.775		0.287	0.483	0.912	0.905	0.614
Randomized	[-]	70.2	71.2	80.5	58.8	43.0		-9.89	21.9	0.862		0.303	0.455	0.907	0.907	0.605

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