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.
Fullgrid	[-]	118.	119.	108.	112.	69.6		9.73	26.0	3.13		0.418	0.208	0.494	0.997	0.465
Sparsegrid	[-]	120.	119.	108.	121.	62.9		11.5	27.4	2.92		0.412	0.210	0.526	0.989	0.470

	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
Fullgrid	[-]	103.	103.	98.5	109.			4.69	26.9	2.24		0.424	0.193	0.648	0.982	0.488
Sparsegrid	[-]	104.	104.	98.2	105.			5.70	28.6	1.89		0.355	0.203	0.708	0.980	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	[-]	105.
Fullgrid	[-]	107.	105.	105.	119.	81.7		0.763	17.1	1.79		0.466	0.514	0.738	0.988	0.644
Sparsegrid	[-]	110.	109.	105.	116.	83.2		3.17	20.6	1.85		0.477	0.402	0.723	0.966	0.594

	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	[-]	19.3
Fullgrid	[-]	28.0	28.9	20.1	24.4			8.79	19.7	0.271		0.505	0.296	0.982	0.972	0.610
Sparsegrid	[-]	26.3	27.8	19.3	23.8			8.63	21.4	0.725		0.492	0.260	0.950	0.946	0.582

	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.
Fullgrid	[-]	148.	146.	112.	148.	124.		34.4	38.7	3.11		0.117	0.551	0.491	0.871	0.516
Sparsegrid	[-]	148.	146.	112.	148.	124.		34.3	40.1	3.04		0.0931	0.445	0.498	0.760	0.448

	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	[-]	37.1
Fullgrid	[-]	45.4	45.4	37.0	44.1	27.6		8.46	19.8	0.393		0.428	0.307	0.972	0.859	0.575
Sparsegrid	[-]	45.7	45.5	37.1	48.7	27.6		8.42	21.3	0.472		0.404	0.254	0.966	0.818	0.539

	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	[-]	54.4
Fullgrid	[-]	64.0	63.1	54.8	75.4	63.0		8.58	20.7	0.757		0.311	0.382	0.930	0.986	0.598
Sparsegrid	[-]	65.3	63.5	54.4	77.9	64.7		9.15	22.6	0.863		0.298	0.321	0.917	0.985	0.568

	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	[-]	89.2
Fullgrid	[-]	102.	98.5	90.0	120.			9.78	21.9	1.64		0.435	0.338	0.768	0.930	0.562
Sparsegrid	[-]	108.	99.6	89.2	129.			10.4	27.6	2.28		0.430	0.255	0.637	0.962	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	[-]	18.7
Fullgrid	[-]	20.5	22.6	18.4	15.0			4.01	17.9	0.442		0.676	0.317	0.970	0.931	0.642
Sparsegrid	[-]	21.1	24.0	18.7	16.3			5.18	19.8	0.480		0.601	0.270	0.967	0.857	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	[-]	93.1
Fullgrid	[-]	102.	101.	91.7	112.	91.2		9.66	15.0	0.685		0.516	0.608	0.944	0.998	0.735
Sparsegrid	[-]	98.1	95.7	93.1	105.	88.8		2.58	19.5	0.864		0.575	0.479	0.901	0.991	0.685

	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	[-]	44.0
Fullgrid	[-]	63.9	65.8	44.4	59.3			21.4	28.9	0.391		0.0289	0.177	0.973	0.981	0.467
Sparsegrid	[-]	62.2	63.2	44.0	60.6			19.1	28.5	0.470		0.130	0.159	0.963	0.970	0.477

	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	[-]	72.2
Fullgrid	[-]	67.9	77.6	72.3	31.4	82.3		6.07	20.6	1.10		0.408	0.402	0.858	0.989	0.612
Sparsegrid	[-]	78.6	77.9	72.2	78.8	80.7		5.79	25.1	1.32		0.378	0.323	0.820	0.986	0.566

	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	[-]	57.7
Fullgrid	[-]	53.4	51.4	57.6	73.1			-5.13	17.9	1.03		0.394	0.609	0.873	0.789	0.655
Sparsegrid	[-]	52.8	49.1	57.7	74.6			-8.37	23.1	1.04		0.318	0.534	0.879	0.725	0.598

	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	[-]	23.2
Fullgrid	[-]	27.8	31.3	23.5	20.6	34.0		7.36	23.3	0.186		0.493	0.179	0.987	0.826	0.533
Sparsegrid	[-]	25.8	30.7	23.2	19.5	33.5		7.55	24.6	0.342		0.497	0.165	0.976	0.824	0.526

	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	[-]	97.5
Fullgrid	[-]	111.	104.	98.2	125.	90.9		8.84	24.9	1.60		0.414	0.371	0.773	0.579	0.502
Sparsegrid	[-]	120.	114.	97.5	124.	89.2		17.3	50.5	3.83		0.304	0.125	0.356	0.643	0.311

	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	[-]	74.7
Fullgrid	[-]	85.9	85.5	75.4	87.6			10.7	18.8	0.505		0.319	0.346	0.966	0.999	0.595
Sparsegrid	[-]	87.1	84.3	74.7	94.7			9.57	23.5	0.872		0.385	0.204	0.911	0.987	0.538

	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	[-]	43.9
Fullgrid	[-]	60.0	59.3	44.3	62.5			15.1	24.7	0.292		0.185	0.196	0.980	0.982	0.508
Sparsegrid	[-]	59.8	59.4	43.9	60.1			15.5	26.2	0.384		0.230	0.179	0.974	0.895	0.492

	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	[-]	66.3
Fullgrid	[-]	67.3	67.2	66.6	72.3	74.8		0.755	14.3	0.490		0.580	0.514	0.966	0.980	0.711
Sparsegrid	[-]	73.0	72.9	66.3	79.6	75.3		6.56	31.3	1.49		0.473	0.303	0.771	0.838	0.538

	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.
Fullgrid	[-]	121.	121.	116.	129.	113.		5.11	21.1	1.60		0.452	0.447	0.771	0.845	0.592
Sparsegrid	[-]	121.	120.	116.	126.	110.		4.27	27.9	1.81		0.301	0.354	0.736	0.771	0.503

	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.
Fullgrid	[-]	110.	110.	111.	110.			-1.15	15.3	1.37		0.591	0.502	0.822	0.996	0.683
Sparsegrid	[-]	110.	109.	112.	114.			-2.16	22.4	2.23		0.532	0.343	0.653	0.976	0.569

	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	[-]	80.6
Fullgrid	[-]	86.2	84.6	80.4	87.8	64.5		5.15	24.3	0.874		0.368	0.377	0.904	0.966	0.598
Sparsegrid	[-]	86.2	86.7	80.6	83.5	59.7		6.12	40.4	1.62		0.271	0.266	0.759	0.974	0.507

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