Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland

	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	[-]	103.
ACCESS-ESM1-5	[-]	112.	112.	103.				7.52	16.5	0.241		0.851	0.833	0.982	0.954	0.891
BCC-CSM2-MR	[-]	87.9	88.0	103.				-15.7	24.1	0.566		0.782	0.767	0.961	0.989	0.853
CanESM5	[-]	102.	102.	103.				-1.98	19.3	0.344		0.845	0.797	0.975	0.993	0.882
CESM2	[-]	101.	101.	103.				-2.64	15.6	0.521		0.875	0.822	0.964	0.960	0.889
GFDL-ESM4	[-]	94.4	94.7	103.				-7.99	15.7	0.375		0.857	0.832	0.974	0.998	0.898
IPSL-CM6A-LR	[-]	103.	103.	103.				-0.242	19.0	0.398		0.873	0.788	0.971	0.994	0.883
MeanCMIP6	[-]	93.8	95.0	103.				-9.23	11.4	0.358		0.858	0.865	0.974	0.999	0.912
MIROC-ESM2L	[-]	106.	105.	103.				1.18	18.0	0.269		0.849	0.807	0.980	0.986	0.886
MPI-ESM1.2-HR	[-]	102.	103.	103.				-0.887	14.1	0.267		0.886	0.837	0.979	0.973	0.902
NorESM2-LM	[-]	97.0	97.1	103.				-7.26	19.6	0.598		0.840	0.789	0.958	0.939	0.863
UKESM1-0-LL	[-]	100.	101.	103.				-3.12	13.9	0.636		0.898	0.833	0.956	0.998	0.904

	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	[-]	143.
ACCESS-ESM1-5	[-]	151.	151.	143.				10.5	20.8	0.664		0.698	0.718	0.928	0.986	0.809
BCC-CSM2-MR	[-]	145.	145.	143.				4.09	21.7	0.733		0.705	0.702	0.919	0.984	0.803
CanESM5	[-]	143.	143.	143.				2.65	18.8	0.759		0.748	0.715	0.915	0.994	0.818
CESM2	[-]	141.	141.	143.				1.12	16.3	0.622		0.781	0.733	0.933	0.993	0.835
GFDL-ESM4	[-]	141.	140.	143.				-3.07	15.2	0.658		0.800	0.733	0.931	0.998	0.839
IPSL-CM6A-LR	[-]	144.	144.	143.				4.41	20.6	0.728		0.743	0.688	0.920	0.994	0.806
MeanCMIP6	[-]	141.	141.	144.				0.680	12.4	0.526		0.808	0.789	0.946	0.998	0.866
MIROC-ESM2L	[-]	147.	147.	143.				4.96	19.9	0.707		0.724	0.693	0.918	0.990	0.804
MPI-ESM1.2-HR	[-]	143.	143.	143.				4.41	15.9	0.604		0.774	0.747	0.938	0.993	0.840
NorESM2-LM	[-]	144.	143.	143.				1.15	18.6	0.672		0.754	0.711	0.927	0.990	0.819
UKESM1-0-LL	[-]	143.	143.	143.				3.38	15.4	0.699		0.782	0.750	0.924	0.996	0.840

	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	[-]	189.
ACCESS-ESM1-5	[-]	194.	194.	189.				6.58	16.2	0.757		0.708	0.745	0.929	0.998	0.825
BCC-CSM2-MR	[-]	200.	200.	189.				12.8	21.5	0.650		0.630	0.731	0.936	0.862	0.778
CanESM5	[-]	190.	190.	189.				4.05	15.6	0.922		0.734	0.742	0.904	0.998	0.824
CESM2	[-]	188.	188.	189.				1.22	12.5	0.692		0.770	0.792	0.929	0.999	0.856
GFDL-ESM4	[-]	187.	187.	189.				-1.46	12.3	0.975		0.814	0.741	0.901	0.998	0.839
IPSL-CM6A-LR	[-]	189.	189.	189.				3.11	16.1	0.755		0.754	0.714	0.929	0.990	0.820
MeanCMIP6	[-]	189.	189.	189.				2.41	10.4	0.604		0.812	0.823	0.945	0.992	0.879
MIROC-ESM2L	[-]	191.	190.	189.				2.87	19.4	0.709		0.686	0.695	0.924	0.912	0.782
MPI-ESM1.2-HR	[-]	187.	187.	189.				0.232	11.1	0.650		0.803	0.802	0.940	0.998	0.869
NorESM2-LM	[-]	189.	189.	189.				2.52	15.5	0.699		0.737	0.754	0.926	0.998	0.834
UKESM1-0-LL	[-]	193.	193.	189.				6.24	14.3	0.541		0.727	0.794	0.951	0.990	0.851

	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	[-]	164.
ACCESS-ESM1-5	[-]	172.	170.	164.				6.46	16.7	0.280		0.850	0.838	0.980	0.994	0.900
BCC-CSM2-MR	[-]	159.	159.	164.				-4.16	18.0	0.524		0.863	0.808	0.961	0.998	0.887
CanESM5	[-]	151.	150.	164.				-11.6	24.1	0.455		0.774	0.785	0.962	0.908	0.843
CESM2	[-]	172.	171.	164.				7.01	15.8	0.268		0.853	0.851	0.981	0.998	0.907
GFDL-ESM4	[-]	163.	163.	164.				-1.51	13.7	0.441		0.888	0.847	0.968	0.999	0.910
IPSL-CM6A-LR	[-]	159.	158.	164.				-4.57	21.0	0.676		0.823	0.799	0.947	0.975	0.869
MeanCMIP6	[-]	159.	159.	165.				-3.97	11.1	0.251		0.883	0.882	0.983	0.994	0.925
MIROC-ESM2L	[-]	165.	164.	164.				1.38	19.8	0.327		0.828	0.811	0.976	0.997	0.884
MPI-ESM1.2-HR	[-]	170.	169.	164.				5.10	12.7	0.477		0.889	0.873	0.964	0.998	0.920
NorESM2-LM	[-]	171.	170.	164.				6.30	15.6	0.261		0.859	0.848	0.980	0.999	0.907
UKESM1-0-LL	[-]	163.	164.	164.				1.19	14.5	0.290		0.863	0.867	0.979	0.997	0.915

	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	[-]	118.
ACCESS-ESM1-5	[-]	127.	140.	118.				13.9	23.9	0.783		0.671	0.702	0.890	0.949	0.783
BCC-CSM2-MR	[-]	131.	128.	118.				1.95	29.6	0.670		0.592	0.624	0.915	0.804	0.712
CanESM5	[-]	108.	135.	118.				7.25	27.0	1.01		0.667	0.613	0.874	0.899	0.733
CESM2	[-]	117.	125.	118.				1.71	18.8	0.860		0.742	0.659	0.888	0.987	0.787
GFDL-ESM4	[-]	122.	122.	118.				4.35	19.7	0.807		0.690	0.671	0.891	0.953	0.775
IPSL-CM6A-LR	[-]	105.	112.	118.				-5.78	29.3	0.958		0.641	0.617	0.857	0.957	0.738
MeanCMIP6	[-]	124.	126.	118.				1.22	15.3	0.652		0.719	0.724	0.917	0.964	0.810
MIROC-ESM2L	[-]	123.	133.	118.				12.7	21.3	0.801		0.667	0.704	0.891	0.983	0.790
MPI-ESM1.2-HR	[-]	118.	122.	118.				3.36	20.9	0.807		0.686	0.650	0.889	0.933	0.761
NorESM2-LM	[-]	126.	128.	118.				4.36	21.3	1.06		0.716	0.632	0.870	0.955	0.761
UKESM1-0-LL	[-]	134.	134.	118.				7.40	19.5	0.819		0.720	0.697	0.889	0.975	0.795

	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	[-]	127.
ACCESS-ESM1-5	[-]	140.	141.	127.				12.6	22.2	0.526		0.786	0.756	0.955	0.998	0.850
BCC-CSM2-MR	[-]	128.	129.	127.				1.05	21.9	0.539		0.828	0.734	0.952	0.957	0.841
CanESM5	[-]	133.	132.	127.				4.91	16.6	0.627		0.836	0.800	0.945	0.993	0.875
CESM2	[-]	135.	135.	127.				7.00	16.3	0.554		0.823	0.812	0.953	0.993	0.879
GFDL-ESM4	[-]	118.	119.	127.				-7.92	15.0	0.481		0.844	0.816	0.960	0.998	0.887
IPSL-CM6A-LR	[-]	133.	135.	127.				7.12	22.8	0.601		0.786	0.751	0.947	0.975	0.842
MeanCMIP6	[-]	126.	127.	128.				-0.742	12.7	0.431		0.880	0.835	0.964	0.988	0.901
MIROC-ESM2L	[-]	135.	134.	127.				6.76	17.3	0.668		0.829	0.791	0.942	0.998	0.870
MPI-ESM1.2-HR	[-]	130.	130.	127.				2.51	14.8	0.561		0.852	0.818	0.951	0.976	0.883
NorESM2-LM	[-]	135.	136.	127.				7.80	18.6	0.554		0.804	0.791	0.953	0.962	0.860
UKESM1-0-LL	[-]	128.	128.	127.				0.960	15.7	0.511		0.872	0.788	0.956	0.992	0.879

	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	[-]	173.
ACCESS-ESM1-5	[-]	201.	201.	173.				31.3	35.3	1.82		0.189	0.501	0.727	0.958	0.575
BCC-CSM2-MR	[-]	199.	200.	173.				28.0	34.0	2.54		0.310	0.427	0.592	0.896	0.530
CanESM5	[-]	189.	189.	173.				18.0	30.4	1.82		0.333	0.419	0.730	0.788	0.538
CESM2	[-]	170.	170.	173.				0.593	20.0	1.42		0.521	0.461	0.797	0.946	0.637
GFDL-ESM4	[-]	176.	177.	173.				3.76	20.4	1.70		0.493	0.453	0.742	0.972	0.623
IPSL-CM6A-LR	[-]	172.	173.	173.				5.09	33.7	1.60		0.309	0.392	0.754	0.481	0.465
MeanCMIP6	[-]	182.	182.	173.				11.8	19.6	1.39		0.472	0.568	0.799	0.993	0.680
MIROC-ESM2L	[-]	179.	178.	173.				7.72	20.9	1.76		0.477	0.478	0.735	0.994	0.632
MPI-ESM1.2-HR	[-]	190.	190.	173.				24.0	31.2	1.60		0.285	0.442	0.759	0.818	0.549
NorESM2-LM	[-]	180.	180.	173.				9.94	19.4	1.52		0.541	0.480	0.784	0.992	0.655
UKESM1-0-LL	[-]	185.	185.	173.				15.7	23.5	2.65		0.431	0.470	0.571	0.985	0.585

	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	[-]	188.
ACCESS-ESM1-5	[-]	208.	208.	188.				22.0	30.4	1.22		0.411	0.525	0.843	0.960	0.653
BCC-CSM2-MR	[-]	202.	202.	188.				16.2	24.5	1.21		0.523	0.561	0.839	0.998	0.696
CanESM5	[-]	195.	195.	188.				8.99	24.2	1.32		0.582	0.513	0.826	0.995	0.686
CESM2	[-]	188.	188.	188.				2.60	19.2	1.07		0.669	0.541	0.863	0.999	0.723
GFDL-ESM4	[-]	185.	185.	188.				-2.39	17.1	0.929		0.678	0.580	0.886	0.999	0.744
IPSL-CM6A-LR	[-]	196.	196.	188.				10.3	26.4	1.33		0.567	0.463	0.821	0.996	0.662
MeanCMIP6	[-]	192.	192.	188.				6.46	15.4	0.881		0.690	0.641	0.893	0.950	0.763
MIROC-ESM2L	[-]	190.	191.	188.				4.08	20.1	1.25		0.616	0.562	0.826	0.902	0.694
MPI-ESM1.2-HR	[-]	194.	194.	188.				10.7	20.6	0.947		0.596	0.574	0.888	0.990	0.725
NorESM2-LM	[-]	190.	189.	188.				4.08	21.3	1.12		0.630	0.526	0.855	0.974	0.702
UKESM1-0-LL	[-]	192.	193.	188.				7.94	18.9	1.24		0.646	0.566	0.837	0.994	0.722

	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	[-]	65.4
ACCESS-ESM1-5	[-]	69.5	70.0	65.4				2.80	18.0	0.366		0.876	0.787	0.976	0.957	0.877
BCC-CSM2-MR	[-]	51.2	51.3	65.4				-14.8	24.6	0.528		0.791	0.733	0.963	0.986	0.841
CanESM5	[-]	62.9	63.0	65.4				-4.39	16.9	0.463		0.882	0.795	0.969	0.988	0.886
CESM2	[-]	56.6	57.1	65.4				-9.49	19.7	0.239		0.847	0.770	0.984	0.980	0.870
GFDL-ESM4	[-]	64.7	65.0	65.4				-0.390	18.5	0.401		0.897	0.767	0.973	0.994	0.880
IPSL-CM6A-LR	[-]	69.7	70.2	65.4				3.67	18.1	0.333		0.865	0.789	0.978	0.974	0.879
MeanCMIP6	[-]	58.4	58.8	65.7				-8.28	13.1	0.287		0.877	0.833	0.981	0.989	0.903
MIROC-ESM2L	[-]	70.2	70.2	65.4				3.54	16.7	0.351		0.848	0.796	0.976	0.954	0.874
MPI-ESM1.2-HR	[-]	64.3	64.4	65.4				-1.68	16.8	0.387		0.889	0.790	0.974	0.992	0.887
NorESM2-LM	[-]	51.0	52.8	65.4				-14.6	25.3	0.369		0.789	0.725	0.975	0.989	0.841
UKESM1-0-LL	[-]	62.8	62.7	65.4				-3.74	15.0	0.512		0.887	0.816	0.966	0.990	0.895

	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	[-]	149.
ACCESS-ESM1-5	[-]	161.	161.	149.				12.9	21.6	0.377		0.790	0.792	0.972	0.996	0.868
BCC-CSM2-MR	[-]	149.	149.	149.				1.80	19.4	0.543		0.844	0.784	0.956	0.993	0.872
CanESM5	[-]	144.	144.	149.				-2.00	18.8	0.461		0.826	0.804	0.961	0.989	0.877
CESM2	[-]	155.	155.	149.				7.62	17.5	0.397		0.822	0.826	0.969	0.991	0.887
GFDL-ESM4	[-]	143.	143.	149.				-5.69	14.3	0.398		0.873	0.835	0.969	0.998	0.902
IPSL-CM6A-LR	[-]	152.	151.	149.				3.81	22.5	0.554		0.795	0.784	0.956	0.995	0.863
MeanCMIP6	[-]	147.	147.	149.				-1.10	12.4	0.332		0.889	0.861	0.976	0.999	0.917
MIROC-ESM2L	[-]	154.	154.	149.				6.28	18.6	0.504		0.828	0.810	0.956	0.998	0.880
MPI-ESM1.2-HR	[-]	154.	154.	149.				6.46	15.1	0.465		0.858	0.840	0.964	0.997	0.900
NorESM2-LM	[-]	156.	155.	149.				7.86	18.6	0.458		0.817	0.813	0.964	0.998	0.881
UKESM1-0-LL	[-]	147.	146.	149.				-0.688	15.0	0.431		0.868	0.826	0.968	0.999	0.897

Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland 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:

CERES EBAF TOA and Surface Fluxes

  Version:

Ed4.1

  Institutions:

NASA Langley Research Center

  Source:

Monthly mean surface fluxes calculated by a radiative transfer model and constrained by the combined Terra and Aqua SSF1deg measurements

  History:

2019-06-25: downloaded source from https://ceres.larc.nasa.gov/products-info.php?product=EBAF

2019-08-13: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-rsns-ceres.py

  References:

Loeb, N.G., D.R. Doelling, H. Wang, W. Su, C. Nguyen, J.G. Corbett, L. Liang, C. Mitrescu, F.G. Rose, and S. Kato (2018), Clouds and the Earth's Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) Top-of-Atmosphere (TOA) Edition-4.0 Data Product, Journal of Climate, 31(2), 895-918, doi:10.1175/JCLI-D-17-0208.1

Kato, S., F. G. Rose, D. A. Rutan, T. E. Thorsen, N. G. Loeb, D. R. Doelling, X. Huang, W. L. Smith, W. Su, and S.-H. Ham (2018), Surface irradiances of Edition 4.0 Clouds and the Earth's Radiant Energy System (CERES) Energy Balanced and Filled (EBAF) data product, Journal of Climate, 31, 4501-4527, doi:10.1175/JCLI-D-17-0523.1

  Comments:

time_period: 2000-01 through 2018-12

original_temporal_resolution: monthly

original_spatial_resolution: 1 degree

original_units: W m-2

final_temporal_resolution: monthly

final_spatial_resolution: 0.5 degree

final_units: W m-2

  Convention:

CF-1.7