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	[-]	53.6
ACCESS-ESM1-5	[-]	60.9	61.4	53.3				6.71	14.3	0.265		0.868	0.836	0.981	0.971	0.898
BCC-CSM2-MR	[-]	43.2	43.2	53.3				-10.7	18.3	0.562		0.824	0.795	0.962	0.990	0.873
CanESM5	[-]	48.5	48.6	53.3				-5.46	14.6	0.412		0.864	0.834	0.971	0.983	0.897
CESM2	[-]	51.8	51.9	53.3				-1.91	13.2	0.419		0.896	0.828	0.972	0.991	0.903
GFDL-ESM4	[-]	49.4	49.7	53.3				-3.62	13.0	0.332		0.874	0.851	0.977	0.982	0.907
IPSL-CM6A-LR	[-]	54.7	55.2	53.3				1.36	13.2	0.336		0.889	0.838	0.976	0.987	0.906
MeanCMIP6	[-]	46.4	47.2	53.6				-7.14	9.82	0.335		0.865	0.878	0.977	0.981	0.916
MIROC-ESM2L	[-]	53.4	52.9	53.3				-0.840	14.6	0.219		0.875	0.821	0.984	0.985	0.897
MPI-ESM1.2-HR	[-]	56.3	56.6	53.3				2.86	12.4	0.208		0.900	0.843	0.985	0.992	0.912
NorESM2-LM	[-]	49.2	49.1	53.3				-5.12	15.6	0.563		0.870	0.806	0.962	0.983	0.885
UKESM1-0-LL	[-]	52.4	52.4	53.3				-1.55	13.0	0.489		0.885	0.843	0.967	0.984	0.905

	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	[-]	82.7
ACCESS-ESM1-5	[-]	79.2	79.1	82.5				1.07	16.3	0.809		0.716	0.722	0.901	0.985	0.809
BCC-CSM2-MR	[-]	76.7	76.7	82.5				-1.94	17.0	0.870		0.709	0.709	0.895	0.982	0.801
CanESM5	[-]	72.4	72.0	82.5				-5.38	16.6	0.867		0.726	0.705	0.899	0.987	0.804
CESM2	[-]	72.9	72.9	82.5				-4.57	14.9	0.755		0.738	0.735	0.910	0.987	0.821
GFDL-ESM4	[-]	74.3	74.2	82.5				-8.31	16.3	0.789		0.698	0.742	0.905	0.989	0.815
IPSL-CM6A-LR	[-]	75.4	75.3	82.5				-2.20	17.2	0.875		0.713	0.701	0.892	0.984	0.798
MeanCMIP6	[-]	73.5	73.5	82.7				-5.09	12.0	0.656		0.757	0.773	0.925	0.993	0.844
MIROC-ESM2L	[-]	80.8	80.4	82.5				0.999	18.0	0.909		0.734	0.674	0.882	0.990	0.790
MPI-ESM1.2-HR	[-]	78.1	78.2	82.5				1.15	14.9	0.763		0.741	0.731	0.908	0.985	0.819
NorESM2-LM	[-]	74.3	74.1	82.5				-5.05	16.0	0.804		0.730	0.720	0.907	0.988	0.813
UKESM1-0-LL	[-]	71.5	71.4	82.5				-5.76	15.8	0.812		0.725	0.732	0.902	0.991	0.816

	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	[-]	88.8
ACCESS-ESM1-5	[-]	75.4	75.8	88.7				-8.59	16.7	0.966		0.658	0.730	0.882	0.984	0.797
BCC-CSM2-MR	[-]	90.4	90.7	88.7				4.96	17.2	0.919		0.631	0.741	0.892	0.967	0.794
CanESM5	[-]	78.8	78.1	88.7				-5.80	16.3	1.14		0.689	0.720	0.866	0.990	0.797
CESM2	[-]	83.5	83.4	88.7				-1.60	12.4	0.827		0.739	0.779	0.907	0.989	0.839
GFDL-ESM4	[-]	80.0	80.6	88.7				-8.06	13.1	0.952		0.720	0.781	0.895	0.989	0.833
IPSL-CM6A-LR	[-]	82.3	80.7	88.7				-3.41	17.0	1.07		0.654	0.722	0.872	0.968	0.788
MeanCMIP6	[-]	81.2	81.3	88.8				-4.12	10.7	0.800		0.734	0.807	0.914	0.994	0.851
MIROC-ESM2L	[-]	86.6	85.9	88.7				0.537	17.7	1.19		0.657	0.707	0.849	0.988	0.782
MPI-ESM1.2-HR	[-]	79.9	79.9	88.7				-4.12	12.9	0.925		0.734	0.772	0.892	0.992	0.832
NorESM2-LM	[-]	82.8	82.1	88.7				-2.72	14.2	0.884		0.707	0.763	0.907	0.990	0.826
UKESM1-0-LL	[-]	74.4	74.2	88.7				-10.2	17.2	1.03		0.658	0.746	0.875	0.986	0.802

	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	[-]	75.0
ACCESS-ESM1-5	[-]	68.6	67.1	74.8				-6.51	14.2	0.502		0.817	0.822	0.959	0.993	0.883
BCC-CSM2-MR	[-]	71.2	71.0	74.8				-2.51	13.9	0.399		0.834	0.817	0.969	0.987	0.885
CanESM5	[-]	59.8	59.2	74.8				-11.9	20.7	0.627		0.726	0.780	0.946	0.842	0.815
CESM2	[-]	72.4	72.0	74.8				-1.58	13.5	0.324		0.848	0.811	0.975	0.985	0.886
GFDL-ESM4	[-]	69.5	69.5	74.8				-5.22	12.8	0.337		0.820	0.859	0.974	0.958	0.894
IPSL-CM6A-LR	[-]	67.9	67.4	74.8				-5.03	18.7	0.528		0.753	0.794	0.956	0.805	0.820
MeanCMIP6	[-]	67.2	66.5	75.0				-6.94	11.3	0.304		0.808	0.863	0.977	0.943	0.891
MIROC-ESM2L	[-]	73.1	72.4	74.8				-0.656	16.7	0.376		0.810	0.778	0.972	0.951	0.858
MPI-ESM1.2-HR	[-]	73.2	73.1	74.8				-0.169	13.0	0.392		0.833	0.834	0.969	0.966	0.887
NorESM2-LM	[-]	71.8	70.7	74.8				-2.52	14.1	0.363		0.832	0.812	0.971	0.974	0.880
UKESM1-0-LL	[-]	63.6	64.6	74.8				-8.26	15.8	0.380		0.784	0.822	0.971	0.988	0.877

	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	[-]	68.1
ACCESS-ESM1-5	[-]	82.9	92.4	67.8				15.7	22.4	0.868		0.668	0.703	0.865	0.939	0.775
BCC-CSM2-MR	[-]	79.5	80.3	67.8				3.31	25.0	0.688		0.652	0.644	0.908	0.839	0.737
CanESM5	[-]	66.9	85.5	67.8				7.81	21.6	1.07		0.690	0.650	0.849	0.928	0.753
CESM2	[-]	77.9	82.1	67.8				7.33	17.3	0.695		0.721	0.689	0.908	0.989	0.799
GFDL-ESM4	[-]	74.5	74.5	67.8				6.89	16.6	0.852		0.714	0.717	0.877	0.961	0.797
IPSL-CM6A-LR	[-]	67.0	71.5	67.8				0.287	21.5	0.967		0.698	0.637	0.852	0.984	0.762
MeanCMIP6	[-]	78.9	80.4	68.1				4.44	15.0	0.683		0.715	0.737	0.902	0.957	0.810
MIROC-ESM2L	[-]	78.1	88.7	67.8				15.2	22.0	0.709		0.648	0.727	0.899	0.973	0.795
MPI-ESM1.2-HR	[-]	79.2	82.2	67.8				10.4	19.6	0.770		0.686	0.669	0.889	0.929	0.768
NorESM2-LM	[-]	81.8	82.2	67.8				7.18	19.2	0.985		0.710	0.654	0.870	0.960	0.770
UKESM1-0-LL	[-]	87.6	87.0	67.8				7.99	17.8	0.792		0.718	0.712	0.881	0.980	0.800

	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	[-]	77.8
ACCESS-ESM1-5	[-]	86.2	86.1	77.5				7.74	14.8	0.560		0.838	0.822	0.955	0.996	0.887
BCC-CSM2-MR	[-]	73.0	73.7	77.5				-4.33	14.2	0.531		0.852	0.817	0.957	0.979	0.884
CanESM5	[-]	76.4	75.2	77.5				-1.94	12.2	0.558		0.874	0.836	0.956	0.995	0.899
CESM2	[-]	76.1	76.0	77.5				-1.19	11.5	0.531		0.889	0.839	0.957	0.996	0.904
GFDL-ESM4	[-]	69.3	70.0	77.5				-7.47	13.1	0.504		0.838	0.849	0.957	0.996	0.898
IPSL-CM6A-LR	[-]	80.1	80.3	77.5				3.02	13.5	0.623		0.862	0.824	0.949	0.995	0.891
MeanCMIP6	[-]	72.3	73.0	77.8				-4.85	9.14	0.475		0.860	0.875	0.963	0.995	0.914
MIROC-ESM2L	[-]	80.9	80.1	77.5				2.45	13.3	0.614		0.872	0.823	0.949	0.996	0.893
MPI-ESM1.2-HR	[-]	80.7	80.4	77.5				2.60	11.9	0.531		0.882	0.839	0.956	0.993	0.902
NorESM2-LM	[-]	76.0	77.0	77.5				-0.550	12.4	0.550		0.887	0.822	0.956	0.993	0.896
UKESM1-0-LL	[-]	73.6	73.9	77.5				-3.06	12.0	0.475		0.866	0.850	0.963	0.996	0.905

	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	[-]	138.
ACCESS-ESM1-5	[-]	151.	152.	138.				16.4	21.8	1.74		0.368	0.536	0.737	0.987	0.633
BCC-CSM2-MR	[-]	152.	152.	138.				15.7	23.7	2.44		0.364	0.472	0.613	0.981	0.580
CanESM5	[-]	145.	143.	138.				7.45	20.0	1.53		0.454	0.482	0.784	0.967	0.634
CESM2	[-]	132.	132.	138.				-3.37	15.9	1.44		0.575	0.528	0.790	0.996	0.683
GFDL-ESM4	[-]	133.	133.	138.				-4.22	16.7	1.74		0.563	0.503	0.729	0.987	0.657
IPSL-CM6A-LR	[-]	128.	129.	138.				-5.20	24.3	1.57		0.457	0.441	0.763	0.688	0.558
MeanCMIP6	[-]	140.	140.	138.				4.25	14.1	1.17		0.551	0.613	0.834	0.993	0.721
MIROC-ESM2L	[-]	149.	147.	138.				8.85	18.4	1.69		0.484	0.513	0.741	0.988	0.648
MPI-ESM1.2-HR	[-]	153.	153.	138.				18.4	24.9	1.82		0.350	0.468	0.716	0.964	0.593
NorESM2-LM	[-]	138.	138.	138.				2.86	14.9	1.58		0.628	0.539	0.765	0.967	0.688
UKESM1-0-LL	[-]	138.	138.	138.				2.90	16.6	2.28		0.533	0.532	0.626	0.995	0.644

	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	[-]	137.
ACCESS-ESM1-5	[-]	139.	139.	137.				5.81	18.4	1.59		0.616	0.561	0.772	0.953	0.693
BCC-CSM2-MR	[-]	136.	136.	137.				1.80	17.5	1.61		0.632	0.570	0.767	0.962	0.700
CanESM5	[-]	129.	128.	137.				-4.22	17.9	1.59		0.643	0.571	0.777	0.946	0.702
CESM2	[-]	124.	123.	137.				-8.79	17.8	1.52		0.604	0.605	0.781	0.964	0.712
GFDL-ESM4	[-]	121.	121.	137.				-15.4	21.1	1.53		0.509	0.609	0.777	0.971	0.695
IPSL-CM6A-LR	[-]	130.	129.	137.				-3.69	18.8	1.74		0.644	0.523	0.742	0.983	0.683
MeanCMIP6	[-]	129.	129.	137.				-5.14	13.1	1.28		0.681	0.672	0.822	0.992	0.768
MIROC-ESM2L	[-]	136.	136.	137.				1.23	16.6	1.79		0.656	0.586	0.724	0.990	0.708
MPI-ESM1.2-HR	[-]	135.	135.	137.				3.00	16.3	1.44		0.651	0.592	0.800	0.960	0.719
NorESM2-LM	[-]	125.	124.	137.				-8.19	18.4	1.53		0.599	0.589	0.781	0.972	0.706
UKESM1-0-LL	[-]	124.	124.	137.				-8.21	18.7	1.46		0.610	0.583	0.792	0.930	0.700

	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	[-]	23.3
ACCESS-ESM1-5	[-]	29.3	29.5	23.1				5.12	17.1	0.306		0.830	0.763	0.978	0.945	0.856
BCC-CSM2-MR	[-]	15.9	16.0	23.1				-7.54	20.3	0.491		0.828	0.709	0.965	0.947	0.831
CanESM5	[-]	20.9	21.2	23.1				-3.31	15.6	0.446		0.858	0.760	0.969	0.948	0.859
CESM2	[-]	21.1	21.3	23.1				-2.33	15.8	0.241		0.864	0.753	0.983	0.962	0.863
GFDL-ESM4	[-]	26.4	26.6	23.1				3.52	19.0	0.367		0.830	0.723	0.974	0.952	0.840
IPSL-CM6A-LR	[-]	28.7	29.0	23.1				4.67	18.9	0.312		0.796	0.747	0.978	0.885	0.830
MeanCMIP6	[-]	20.6	20.9	23.3				-3.35	13.6	0.252		0.866	0.784	0.982	0.970	0.877
MIROC-ESM2L	[-]	26.2	26.4	23.1				2.36	17.8	0.342		0.836	0.732	0.976	0.925	0.840
MPI-ESM1.2-HR	[-]	28.7	28.7	23.1				5.47	17.7	0.343		0.822	0.748	0.976	0.947	0.848
NorESM2-LM	[-]	17.9	18.9	23.1				-5.39	19.0	0.367		0.849	0.717	0.974	0.962	0.844
UKESM1-0-LL	[-]	24.5	24.4	23.1				0.440	15.8	0.457		0.852	0.763	0.968	0.963	0.862

	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	[-]	82.8
ACCESS-ESM1-5	[-]	86.0	85.7	82.5				4.18	12.9	0.464		0.853	0.843	0.962	0.995	0.899
BCC-CSM2-MR	[-]	78.3	78.1	82.5				-2.98	12.7	0.548		0.862	0.840	0.954	0.983	0.896
CanESM5	[-]	72.8	72.0	82.5				-7.93	16.2	0.545		0.811	0.826	0.955	0.963	0.876
CESM2	[-]	78.1	77.9	82.5				-2.89	13.6	0.442		0.861	0.825	0.964	0.996	0.894
GFDL-ESM4	[-]	74.5	74.5	82.5				-8.04	14.0	0.472		0.825	0.854	0.962	0.994	0.898
IPSL-CM6A-LR	[-]	82.3	81.3	82.5				0.729	14.2	0.568		0.851	0.822	0.951	0.991	0.887
MeanCMIP6	[-]	75.5	75.4	82.8				-5.88	10.1	0.406		0.849	0.877	0.967	0.991	0.912
MIROC-ESM2L	[-]	84.4	84.1	82.5				2.91	14.7	0.477		0.844	0.819	0.959	0.990	0.886
MPI-ESM1.2-HR	[-]	83.8	83.7	82.5				2.61	12.5	0.458		0.864	0.842	0.963	0.996	0.902
NorESM2-LM	[-]	78.7	78.1	82.5				-2.75	13.8	0.461		0.858	0.823	0.962	0.996	0.892
UKESM1-0-LL	[-]	74.5	74.2	82.5				-6.22	13.1	0.412		0.842	0.853	0.965	0.996	0.902

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:

Mon Sep 19 16:05:52 2022: ncatted -a units,rns,o,c,W m-2 rns.nc Mon Sep 19 16:05:18 2022: ncatted -a units,rns,o,c,1 rns.nc 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-rns-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