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.
CLM50	[-]	116.	116.	108.	115.	76.3		8.07	15.6	1.79		0.467	0.602	0.719	0.996	0.677
CTSM51	[-]	112.	112.	108.	113.	76.3		3.75	13.2	1.79		0.636	0.616	0.719	0.972	0.712
DeadVeg	[-]	113.	113.	108.	108.	76.3		4.59	24.3	3.10		0.510	0.214	0.503	0.995	0.487

	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
CLM50	[-]	98.0	97.2	98.5	107.	100.		-1.27	15.6	1.97		0.604	0.488	0.692	0.996	0.654
CTSM51	[-]	99.1	98.4	98.5	107.	100.		-0.0396	15.1	1.90		0.620	0.509	0.705	0.985	0.666
DeadVeg	[-]	98.2	97.6	98.5	105.	100.		-0.792	24.4	2.32		0.454	0.255	0.630	0.985	0.516

	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.
CLM50	[-]	106.	105.	105.	116.	121.		-0.0906	11.0	1.22		0.606	0.701	0.829	0.997	0.767
CTSM51	[-]	104.	103.	105.	114.	121.		-1.66	11.5	1.38		0.598	0.683	0.799	0.995	0.751
DeadVeg	[-]	103.	102.	105.	114.	121.		-3.03	17.4	1.69		0.437	0.523	0.757	0.986	0.645

	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
CLM50	[-]	32.7	34.6	20.1	23.3			14.4	23.4	0.293		0.247	0.282	0.981	0.931	0.545
CTSM51	[-]	30.2	31.9	20.1	22.4			11.7	20.7	0.304		0.356	0.333	0.980	0.954	0.591
DeadVeg	[-]	27.7	28.8	20.1	22.4			8.63	18.8	0.268		0.512	0.335	0.982	0.980	0.629

	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.
CLM50	[-]	128.	124.	112.	133.	142.		12.5	16.3	2.16		0.487	0.722	0.665	0.997	0.719
CTSM51	[-]	121.	117.	112.	127.	142.		5.83	12.8	2.19		0.624	0.731	0.658	0.990	0.747
DeadVeg	[-]	139.	139.	112.	140.	142.		26.5	32.5	3.02		0.233	0.543	0.507	0.844	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	[-]	37.0
CLM50	[-]	48.3	48.3	37.0	47.6			11.5	20.9	0.383		0.347	0.293	0.974	0.865	0.554
CTSM51	[-]	48.4	48.5	37.0	46.6			11.6	17.9	0.371		0.336	0.448	0.975	0.920	0.625
DeadVeg	[-]	45.1	45.0	37.0	43.5			8.09	18.7	0.400		0.437	0.354	0.971	0.868	0.597

	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
CLM50	[-]	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
CTSM51	[-]	62.5	61.5	54.8	73.6	59.7		6.90	15.0	0.507		0.440	0.551	0.958	0.992	0.698
DeadVeg	[-]	62.3	61.3	54.8	73.1	59.7		6.66	19.6	0.726		0.365	0.390	0.932	0.980	0.611

	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
CLM50	[-]	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
CTSM51	[-]	94.0	90.5	90.0	114.	75.7		0.942	15.9	1.60		0.632	0.476	0.763	0.984	0.667
DeadVeg	[-]	96.2	93.3	90.0	115.	75.7		3.71	20.1	1.64		0.578	0.328	0.757	0.973	0.593

	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
CLM50	[-]	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
CTSM51	[-]	22.2	24.4	18.4	14.2	16.8		5.99	16.2	0.336		0.617	0.409	0.977	0.911	0.665
DeadVeg	[-]	20.5	22.3	18.4	13.7	16.8		3.82	17.2	0.416		0.685	0.347	0.972	0.923	0.655

	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
CLM50	[-]	93.0	91.1	91.7	108.	127.		-0.194	9.91	0.511		0.695	0.714	0.957	0.998	0.815
CTSM51	[-]	91.4	89.8	91.7	105.	127.		-1.64	9.82	0.546		0.713	0.702	0.954	0.998	0.814
DeadVeg	[-]	97.6	96.0	91.7	111.	127.		4.54	13.5	0.675		0.655	0.581	0.944	0.998	0.751

	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
CLM50	[-]	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
CTSM51	[-]	54.5	54.5	44.4	54.8	47.9		10.6	15.9	0.301		0.389	0.504	0.980	0.973	0.670
DeadVeg	[-]	61.5	62.7	44.4	57.0	47.9		18.4	26.0	0.351		0.0723	0.217	0.975	0.994	0.495

	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
CLM50	[-]	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
CTSM51	[-]	64.1	74.7	72.3	23.2	87.0		2.74	15.1	0.907		0.519	0.557	0.885	0.987	0.701
DeadVeg	[-]	70.9	75.2	72.3	54.3	87.0		3.18	19.4	1.08		0.449	0.418	0.860	0.988	0.627

	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
CLM50	[-]	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
CTSM51	[-]	53.6	52.3	57.6	78.3	57.5		-4.79	16.7	1.07		0.421	0.655	0.868	0.768	0.673
DeadVeg	[-]	52.4	51.5	57.6	72.0	57.5		-5.72	16.6	1.08		0.424	0.613	0.866	0.863	0.676

	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
CLM50	[-]	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
CTSM51	[-]	26.1	29.3	23.5	19.2	15.4		5.62	20.7	0.224		0.563	0.245	0.984	0.885	0.585
DeadVeg	[-]	26.4	29.9	23.5	18.7	15.4		6.14	21.7	0.196		0.510	0.226	0.986	0.803	0.550

	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
CLM50	[-]	108.	104.	98.2	121.	78.9		6.47	16.5	1.12		0.491	0.577	0.861	0.814	0.664
CTSM51	[-]	105.	100.	98.2	118.	78.9		3.28	14.9	1.15		0.534	0.603	0.853	0.860	0.691
DeadVeg	[-]	105.	100.	98.2	118.	78.9		3.66	23.4	1.51		0.405	0.391	0.792	0.629	0.521

	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
CLM50	[-]	83.0	82.6	75.4	86.8			7.74	14.1	0.463		0.491	0.521	0.968	0.999	0.700
CTSM51	[-]	79.9	79.4	75.4	83.7			4.52	11.6	0.472		0.659	0.567	0.967	0.996	0.751
DeadVeg	[-]	80.9	80.9	75.4	82.5			5.84	16.2	0.500		0.597	0.358	0.966	0.997	0.655

	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
CLM50	[-]	58.0	57.8	44.3	59.5			13.4	21.4	0.252		0.244	0.335	0.983	0.933	0.566
CTSM51	[-]	55.1	55.0	44.3	56.2			10.6	17.0	0.250		0.355	0.468	0.983	0.986	0.652
DeadVeg	[-]	58.7	58.4	44.3	60.8			14.0	22.8	0.286		0.237	0.262	0.981	0.977	0.543

	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
CLM50	[-]	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
CTSM51	[-]	71.2	71.2	66.6	79.5	66.2		4.71	13.6	0.525		0.548	0.560	0.957	0.990	0.723
DeadVeg	[-]	66.0	66.3	66.6	72.6	66.2		-0.274	13.7	0.492		0.626	0.523	0.965	0.984	0.724

	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.
CLM50	[-]	122.	122.	116.	129.	107.		6.03	16.5	1.39		0.549	0.570	0.799	0.995	0.697
CTSM51	[-]	115.	115.	116.	124.	107.		-0.644	15.6	1.47		0.613	0.563	0.783	0.997	0.704
DeadVeg	[-]	117.	117.	116.	124.	107.		1.23	21.2	1.55		0.426	0.454	0.780	0.819	0.587

	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.
CLM50	[-]	108.	108.	111.	110.			-3.77	11.4	0.983		0.673	0.631	0.884	0.993	0.763
CTSM51	[-]	106.	106.	111.	109.			-5.53	12.8	1.07		0.612	0.607	0.869	0.987	0.736
DeadVeg	[-]	105.	105.	111.	105.			-6.64	16.0	1.28		0.526	0.515	0.839	0.997	0.678

	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
CLM50	[-]	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
CTSM51	[-]	87.5	88.6	80.5	75.8	43.0		7.45	18.2	0.704		0.382	0.580	0.930	0.937	0.682
DeadVeg	[-]	83.5	83.0	80.5	85.1	43.0		3.24	23.7	0.906		0.370	0.366	0.902	0.976	0.596

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